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<!DOCTYPE html> <html lang="en">  <head> <title>[PDF] Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models | Semantic Scholar</title> <meta name="robots" content="noarchive"> <link rel="canonical" href="https://www.semanticscholar.org/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d"> <meta name="viewport" content="width=device-width,initial-scale=1"> <meta charset="utf-8"> <meta name="s2-ui-version" content="8c3d74bcd9b3357febf74868a2a34ed576c6fd0b"> <meta name="description" content="BTM improves in- and out-of-domain perplexities as compared to GPT-style Transformer LMs, and gains grow with the number of domains, suggesting more aggressive parallelism could be used to efficiently train larger models in future work. We present Branch-Train-Merge (BTM), a communication-efficient algorithm for embarrassingly parallel training of large language models (LLMs). We show it is possible to independently train subparts of a new class of LLMs on different subsets of the data, eliminating the massive multi-node synchronization currently required to train LLMs. BTM learns a set of independent expert LMs (ELMs), each specialized to a different textual domain, such as scientific or legal text. These ELMs can be added and removed to update data coverage, ensembled to generalize to new domains, or averaged to collapse back to a single LM for efficient inference. New ELMs are learned by branching from (mixtures of) ELMs in the current set, further training the parameters on data for the new domain, and then merging the resulting model back into the set for future use. Experiments show that BTM improves in- and out-of-domain perplexities as compared to GPT-style Transformer LMs, when controlling for training cost. Through extensive analysis, we show that these results are robust to different ELM initialization schemes, but require expert domain specialization; LM ensembles with random data splits do not perform well. We also present a study of scaling BTM into a new corpus of 64 domains (192B whitespace-separated tokens in total); the resulting LM (22.4B total parameters) performs as well as a Transformer LM trained with 2.5 times more compute. These gains grow with the number of domains, suggesting more aggressive parallelism could be used to efficiently train larger models in future work."> <meta name="twitter:description" content="BTM improves in- and out-of-domain perplexities as compared to GPT-style Transformer LMs, and gains grow with the number of domains, suggesting more aggressive parallelism could be used to efficiently train larger models in future work. We present Branch-Train-Merge (BTM), a communication-efficient algorithm for embarrassingly parallel training of large language models (LLMs). We show it is possible to independently train subparts of a new class of LLMs on different subsets of the data, eliminating the massive multi-node synchronization currently required to train LLMs. BTM learns a set of independent expert LMs (ELMs), each specialized to a different textual domain, such as scientific or legal text. These ELMs can be added and removed to update data coverage, ensembled to generalize to new domains, or averaged to collapse back to a single LM for efficient inference. New ELMs are learned by branching from (mixtures of) ELMs in the current set, further training the parameters on data for the new domain, and then merging the resulting model back into the set for future use. Experiments show that BTM improves in- and out-of-domain perplexities as compared to GPT-style Transformer LMs, when controlling for training cost. Through extensive analysis, we show that these results are robust to different ELM initialization schemes, but require expert domain specialization; LM ensembles with random data splits do not perform well. We also present a study of scaling BTM into a new corpus of 64 domains (192B whitespace-separated tokens in total); the resulting LM (22.4B total parameters) performs as well as a Transformer LM trained with 2.5 times more compute. These gains grow with the number of domains, suggesting more aggressive parallelism could be used to efficiently train larger models in future work."> <meta property="og:description" content="BTM improves in- and out-of-domain perplexities as compared to GPT-style Transformer LMs, and gains grow with the number of domains, suggesting more aggressive parallelism could be used to efficiently train larger models in future work. We present Branch-Train-Merge (BTM), a communication-efficient algorithm for embarrassingly parallel training of large language models (LLMs). We show it is possible to independently train subparts of a new class of LLMs on different subsets of the data, eliminating the massive multi-node synchronization currently required to train LLMs. BTM learns a set of independent expert LMs (ELMs), each specialized to a different textual domain, such as scientific or legal text. These ELMs can be added and removed to update data coverage, ensembled to generalize to new domains, or averaged to collapse back to a single LM for efficient inference. New ELMs are learned by branching from (mixtures of) ELMs in the current set, further training the parameters on data for the new domain, and then merging the resulting model back into the set for future use. Experiments show that BTM improves in- and out-of-domain perplexities as compared to GPT-style Transformer LMs, when controlling for training cost. Through extensive analysis, we show that these results are robust to different ELM initialization schemes, but require expert domain specialization; LM ensembles with random data splits do not perform well. We also present a study of scaling BTM into a new corpus of 64 domains (192B whitespace-separated tokens in total); the resulting LM (22.4B total parameters) performs as well as a Transformer LM trained with 2.5 times more compute. These gains grow with the number of domains, suggesting more aggressive parallelism could be used to efficiently train larger models in future work."> <meta name="citation_author" content="Margaret Li"> <meta name="citation_author" content="Suchin Gururangan"> <meta name="citation_author" content="Tim Dettmers"> <meta name="citation_author" content="M. Lewis"> <meta name="citation_author" content="Tim Althoff"> <meta name="citation_author" content="Noah A. Smith"> <meta name="citation_author" content="Luke Zettlemoyer"> <meta name="citation_title" content="Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models"> <meta name="citation_publication_date" content="2022"> <meta name="citation_journal_title" content="arXiv.org"> <meta name="citation_pdf_url" content="https://arxiv.org/pdf/2208.03306.pdf"> <meta property="og:title" content="[PDF] Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models | Semantic Scholar"> <meta name="twitter:title" content="[PDF] Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models | Semantic Scholar"> <meta property="og:image" content="https://www.semanticscholar.org/img/semantic_scholar_og.png"> <meta property="og:image:secure_url" content="https://www.semanticscholar.org/img/semantic_scholar_og.png"> <meta property="og:image:width" content="1110"> <meta property="og:image:height" content="582"> <meta name="twitter:image" content="https://www.semanticscholar.org/img/semantic_scholar_og.png"> <meta property="og:type" content="website"> <meta property="og:locale" content="en_US"> <meta property="og:image:secure_url" content="https://www.semanticscholar.org/img/semantic_scholar_og.png" /> <meta property="og:locale" content="en_US" /> <meta name="twitter:card" content="summary_large_image"> <meta name="twitter:image" content="https://www.semanticscholar.org/img/semantic_scholar_og.png" /> <meta name="twitter:site" content="@allenai_org"> <link rel="apple-touch-icon-precomposed" sizes="57x57" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/apple-touch-icon-57x57.png" class="favicon"/> <link rel="apple-touch-icon-precomposed" sizes="114x114" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/apple-touch-icon-114x114.png" class="favicon"/> <link rel="apple-touch-icon-precomposed" sizes="72x72" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/apple-touch-icon-72x72.png" class="favicon"/> <link rel="apple-touch-icon-precomposed" sizes="144x144" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/apple-touch-icon-144x144.png" class="favicon"/> <link rel="apple-touch-icon-precomposed" sizes="60x60" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/apple-touch-icon-60x60.png" class="favicon"/> <link rel="apple-touch-icon-precomposed" sizes="120x120" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/apple-touch-icon-120x120.png" class="favicon"/> <link rel="apple-touch-icon-precomposed" sizes="76x76" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/apple-touch-icon-76x76.png" class="favicon"/> <link rel="apple-touch-icon-precomposed" sizes="152x152" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/apple-touch-icon-152x152.png" class="favicon"/> <link rel="icon" type="image/png" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/favicon-196x196.png" sizes="196x196" class="favicon"/> <link rel="icon" type="image/png" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/favicon-96x96.png" sizes="96x96" class="favicon"/> <link rel="icon" type="image/png" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/favicon-32x32.png" sizes="32x32" class="favicon"/> <link rel="icon" type="image/png" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/favicon-16x16.png" sizes="16x16" class="favicon"/> <link rel="icon" type="image/png" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/favicon-128.png" sizes="128x128" class="favicon"/> <meta name="application-name" content=" "/> <meta name="msapplication-TileColor" content="#FFFFFF" /> <meta name="msapplication-TileImage" content="https://cdn.semanticscholar.org/2a54e465095d92e2/img/mstile-144x144.png" class="favicon"/> <meta name="msapplication-square70x70logo" content="https://cdn.semanticscholar.org/2a54e465095d92e2/img/mstile-70x70.png" class="favicon"/> <meta name="msapplication-square150x150logo" content="https://cdn.semanticscholar.org/2a54e465095d92e2/img/mstile-150x150.png" class="favicon"/> <meta name="msapplication-wide310x150logo" content="https://cdn.semanticscholar.org/2a54e465095d92e2/img/mstile-310x150.png" class="favicon"/> <meta name="msapplication-square310x310logo" content="https://cdn.semanticscholar.org/2a54e465095d92e2/img/mstile-310x310.png" class="favicon"/> <script type="text/javascript"> (function(){function c(b){b&&Array.from(d).forEach(function(a){a.href&&(a.href=a.href.replace("/img/","/img/darkmode/"));a.content&&(a.content=a.content.replace("/img/","/img/darkmode/"))})}var e=window.matchMedia("(prefers-color-scheme: dark)").matches||!1,d=document.getElementsByClassName("favicon");try{window.matchMedia("(prefers-color-scheme: dark)").addEventListener("change",function(b){c(b.matches)})}catch(b){try{window.matchMedia("(prefers-color-scheme: dark)").addListener(function(a){c(a.matches)})}catch(a){console.error(a)}}c(e)})(); 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We present Branch-Train-Merge (BTM), a communication-efficient algorithm for embarrassingly parallel training of large language models (LLMs). We show it is possible to independently train subparts of a new class of LLMs on different subsets of the data, eliminating the massive multi-node synchronization currently required to train LLMs. BTM learns a set of independent expert LMs (ELMs), each specialized to a different textual domain, such as scientific or legal text. These ELMs can be added and removed to update data coverage, ensembled to generalize to new domains, or averaged to collapse back to a single LM for efficient inference. New ELMs are learned by branching from (mixtures of) ELMs in the current set, further training the parameters on data for the new domain, and then merging the resulting model back into the set for future use. Experiments show that BTM improves in- and out-of-domain perplexities as compared to GPT-style Transformer LMs, when controlling for training cost. Through extensive analysis, we show that these results are robust to different ELM initialization schemes, but require expert domain specialization; LM ensembles with random data splits do not perform well. We also present a study of scaling BTM into a new corpus of 64 domains (192B whitespace-separated tokens in total); the resulting LM (22.4B total parameters) performs as well as a Transformer LM trained with 2.5 times more compute. These gains grow with the number of domains, suggesting more aggressive parallelism could be used to efficiently train larger models in future work.","author":[{"@type":"Person","name":"Margaret Li","mainEntityOfPage":"/author/Margaret-Li/2118481100"},{"@type":"Person","name":"Suchin Gururangan","mainEntityOfPage":"/author/Suchin-Gururangan/40895369"},{"@type":"Person","name":"Tim Dettmers","mainEntityOfPage":"/author/Tim-Dettmers/3239480"},{"@type":"Person","name":"M. Lewis","mainEntityOfPage":"/author/M.-Lewis/35084211"},{"@type":"Person","name":"Tim Althoff","mainEntityOfPage":"/author/Tim-Althoff/1745524"},{"@type":"Person","name":"Noah A. Smith","mainEntityOfPage":"/author/Noah-A.-Smith/144365875"},{"@type":"Person","name":"Luke Zettlemoyer","mainEntityOfPage":"/author/Luke-Zettlemoyer/1982950"}],"copyrightYear":"2022","datePublished":"5 August 2022","headline":"Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models","mainEntity":"https://arxiv.org/pdf/2208.03306.pdf","mainEntityOfPage":"/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d","name":"Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models","publication":"ArXiv","publisher":{"@type":"Organization","name":"arXiv.org"},"sameAs":"https://doi.org/10.48550/arXiv.2208.03306","image":[{"@type":"ImageObject","caption":"Figure 1: ELMFORESTs outperform compute-matched TRANSFORMER-LM and randomensemble baselines across parameter scales (§4.2). ELMFOREST parameter averaging closely approaches the performance of ELMFOREST ensembling at no additional cost to inference compared to the TRANSFORMER-LM. ELMFOREST efficiency also grows as the model size increases due to substantially reduced GPU communication overhead relative to TRANSFORMER-LM baselines.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/2-Figure1-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/2-Figure1-1.png","height":251,"width":545},{"@type":"ImageObject","caption":"Table 1: ELMFORESTs trained with BTM outperform all baselines across multiple model scales (§4.2). Average test-set perplexity (↓) for each model scale (125M, 350M, 750M, 1.3B parameters) across the 8 training, 8 evaluation, and all 16 domains described in §4.1. Total parameters are shown for each model type at each scale. At 125M parameter per GPU scale, we show the mean and standard deviation of results over 8 random seeds. For BTM, we show results with 50% of compute dedicated to the seed phase. DEMIX outperforms TRANSFORMER-LM, abbreviated as T-LM. ELMFORESTs trained with BTM consistently achieve the lowest average test perplexity.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/7-Table1-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/7-Table1-1.png","height":227,"width":538},{"@type":"ImageObject","caption":"Figure 2: Fully Synchronized vs. Embarrassingly Parallel Training (§3). (a) In the fully synchronized data-parallel training of a TRANSFORMER-LM, all parameters are synchronized across all GPUs. In large LMs, this synchronization incurs hefty cross-node communication costs. (b) In embarrassingly parallel training (our work), individual models are trained on each domain, with no parameter synchronization between those models, which eliminates cross-node communication costs between models.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/3-Figure2-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/3-Figure2-1.png","height":127,"width":547},{"@type":"ImageObject","caption":"Table 2: BTM training is more efficient (§4.3). Average updates per second (↑) for each setup and model size, normalized by the average updates per second during fully synchronized training of the TRANSFORMER-LM. The embarrassingly parallel training used during the branched phase of BTM achieves higher updates per second than fully or partially synchronized training. The efficiency gains from embarrassingly parallel training become more substantial with larger model size – and more nodes used in parallel. At 1.3B parameters per GPU, BTM’s branched training provides a 33% speedup over fully synchronized training. To better leverage this speedup, we experiment with dedicating a larger proportion of the total compute budget to branched ELM training in §5.2. These speed estimates may vary considerably with hardware and environment factors.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/8-Table2-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/8-Table2-1.png","height":113,"width":476},{"@type":"ImageObject","caption":"Figure 3: BTM training process overview (§3). Our BTM method is initialized with a seed training phase (Step 0), in which a single LM is trained on a corpus. The resulting parameters are branched, or copied, k times (Step 1) and we continue training each LM on a unique assigned data domain, resulting in k ELMs (Step 2). Trained ELMs are merged into the ELMFOREST (Step 3), and the process can be repeated from Step 1, initializing new ELMs with parameter averages of existing ELMs. After the seed phase (Step 0), ELMs are fully disconnected, with no communication between them. This process is shown at k = 4 for simplicity, but our experiments in §4-5 use k = 8 domains and train for one iteration through BTM. Our experimental setup for §6, illustrated in Figure 6, trains on k = 64 domains over 4 iterations of BTM.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/5-Figure3-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/5-Figure3-1.png","height":228,"width":468},{"@type":"ImageObject","caption":"Table 3: ELMs can be combined through parameter averaging (§4.4). Average test-set perplexity across the 8 training domains (top) and 8 evaluation domains (bottom), from the models in Table 1, comparing techniques to collapse ELMFOREST into a single LM. Parameter averaging (with posterior weights) generally yields better average perplexities than TRANSFORMER-LM at no additional inference cost, but underperforms ELMFOREST ensembling, which uses more effective parameters and is included for comparison as a lower bound. The relatively poor performance of ELMFOREST parameter averaging for the 125M parameter model is investigated further (and improved) in §5.2.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/9-Table3-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/9-Table3-1.png","height":257,"width":501},{"@type":"ImageObject","caption":"Table 4: Domain expert ensemble outperforms random split ensemble (§5.1). Average test-set perplexity (↓) for each model scale across the 8 training, 8 evaluation, and all 16 domains described in §4.1. Training ELMFOREST experts with random data splits performs much worse than the proposed method of training ELMFOREST experts on domains of data defined by provenance. This suggests that ensembling with more parameters is not sufficient, but that domain specialization is a crucial component for the performance improvements we observe.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/10-Table4-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/10-Table4-1.png","height":254,"width":550},{"@type":"ImageObject","caption":"Figure 4: ELMFOREST ensembling performance is robust to most seed training compute allocations (§5.2). Test perplexity averaged across the 8 training (left) or 8 evaluation (right) domains (from §4.1) when varying the proportion of compute allocated to seed training, but keeping total compute budget fixed. All models use the same random initialization. The best training domain performance occurs when roughly 20–50% of updates are seed training, whereas best evaluation domain performance occurs when roughly 50–80% of updates are seed training. This supports the hypothesis that seed training is useful for generalization. However, performance varies little between 20–80%, and almost all BTM settings perform better than both TRANSFORMER-LM (100% seed) and ELMFOREST-random init (0% seed) training across model sizes.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/11-Figure4-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/11-Figure4-1.png","height":289,"width":545},{"@type":"ImageObject","caption":"Figure 5: The seed phase is vital to our ability to parameter average ELMs (§5.2). Test perplexity averaged across the 8 training (left) and 8 evaluation (right) domains when averaging ELMFOREST with different seed training compute allocations for the 125M and 350M parameter LMs. All models use the same random initialization. Seed training is critical to reasonable averaging performance. Lowest perplexity is achieved at slightly higher seed phase training proportions than when using output ensembling; however, as with output ensembling, the variation in performance is small throughout a wide range of seed training phase lengths. For training domains, effective parameter averaging performance can be achieved with even less seed training.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/12-Figure5-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/12-Figure5-1.png","height":277,"width":545},{"@type":"ImageObject","caption":"Table 5: ELMFOREST ensembling performance is robust to seed training corpus (§5.3). Test perplexity averages on the 8 training and the 8 novel test sets (from §4.1), as well as averaged across all 16, with different training corpora used in seed LM training. All models are of the 125M parameters per GPU scale. All ELMFORESTs outperform the TRANSFORMER-LM baseline. Notably, even training the seed LM on JavaScript results in lower perplexity than the TRANSFORMER-LM, suggesting that BTM training is not overly sensitive to the selection of the seed training corpus.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/12-Table5-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/12-Table5-1.png","height":151,"width":318},{"@type":"ImageObject","caption":"Table 6: The ability to reduce the influence of domains through ELM removal is (mostly) robust to seed training corpus (§5.3). We present the average test perplexity for the 8 train domains in ELMFORESTs where all ELMs are active. We vary the seed training corpora. In parentheses, we show the increase in perplexity when the ELM trained to specialize on each domain is removed at inference time. Large perplexity increases are desired, as they suggest the ease of removing data from the ELMFOREST’s distribution after training has completed. This is a useful operation to reduce the influence of training domains that contain harmful text or become stale.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/13-Table6-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/13-Table6-1.png","height":145,"width":341},{"@type":"ImageObject","caption":"Figure 6: BTM incremental training on 64 domains (§6). We now iterate over the BTM steps (§3; Figure 3) to train incrementally on 4 data batches B1–B4, totalling 64 domains. After training the seed LM on the pooled B1 domains, we train ELMs on each B1 domain independently, then initialize new ELMs from weighted averages of existing expert parameters. These new ELMs are each trained to specialize on a B2 domain. We repeat this process for data domains in B3, then B4, initializing new ELMs from the set of existing experts. After this full process, all 64 total ELMs over 4 batches have been merged into the same ELMFOREST and may be ensembled or averaged together for inference.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/13-Figure6-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/13-Figure6-1.png","height":176,"width":548},{"@type":"ImageObject","caption":"Table 7: Overview of the 80-domain corpus (§6.1). The 80 domains that make up the multi-domain corpus we train and evaluate on, presented here in 8 descriptive categories for ease of inspection. For each of the 64 training domains, we include the percentage of the total number of tokens (in the entire corpus) comprising that domain. At the bottom, we include the 16 evaluation domains. All domains additionally include 1M tokens for validation and test data each. We include full details of each corpus in Appendix Table 10 and 11.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/14-Table7-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/14-Table7-1.png","height":301,"width":548},{"@type":"ImageObject","caption":"Figure 7: ELMFOREST achieves performance comparable to a large TRANSFORMER-LM baseline at a much smaller computational budget (§6.3). Efficiency-performance trend for training (left) and evaluation (right) domains when ELMFORESTs are incrementally trained on a 64 domain corpus, versus a large TRANSFORMER-LM that is trained on 64 domains from scratch. ELMFORESTs achieve better perplexity at smaller compute budgets than TRANSFORMER-LMs. ELMFORESTs perform comparably to the 1.3B TRANSFORMER-LM, using only about 40% of the TRANSFORMER-LM total budget.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/15-Figure7-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/15-Figure7-1.png","height":236,"width":542},{"@type":"ImageObject","caption":"Figure 8: Training and evaluation domain inference both use ELMs sparsely (§6.4). Domain posterior visualization for 22.4B parameter ELMFOREST trained on 64 domains. ELM activation is extremely sparse for both training and evaluation domains.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/16-Figure8-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/16-Figure8-1.png","height":235,"width":536},{"@type":"ImageObject","caption":"Table 8: Top-3 ELMs (with probabilities in parentheses) under the domain posterior for a sample of evaluation domains (§6.4). The most likely ELMs under the domain posterior are usually highly relevant to the evaluation domain by inspection.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/16-Table8-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/16-Table8-1.png","height":117,"width":560},{"@type":"ImageObject","caption":"Figure 9: Even using only the top-1 ELM outperforms the TRANSFORMER-LM baseline. We vary the number of ELMs active at inference time, and observe performance changes in the evaluation domains. In general, using just the top 4 or 8 ELMs results in minimal performance loss relative to using 64 ELMs at test time, owing to sparsity in the domain posterior. ELM averaging results in a substantial performance improvement over TRANSFORMER-LMs at the same inference cost; but larger gains are observed with larger top-k values with output ensembling.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/17-Figure9-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/17-Figure9-1.png","height":262,"width":346},{"@type":"ImageObject","caption":"Table 9: Multi-domain data corpus used in §4 and §5. Details of this corpus, both training and evaluation domains, including the size of our training and evaluation (i.e. validation and test) data in whitespace-separated tokens. We borrow these datasets from Gururangan et al. (2022). † indicates datasets we de-identify with regexes in Table 12. REDDIT was de-identified by Xu et al. (2021); we use their version. Meta researchers did not collect any of the Reddit or Twitter data and the data was not collected on behalf of Meta.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/25-Table9-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/25-Table9-1.png","height":329,"width":586},{"@type":"ImageObject","caption":"Table 10: 64 training domains that make up our multi-domain training corpus, with the batch that they appear in for our scaling study in §6. † indicates datasets we de-identify with regexes in Table 12. REDDIT was de-identified by Xu et al. (2021); we use their version. Meta researchers did not collect any of the Reddit or Twitter data and the data was not collected on behalf of Meta.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/26-Table10-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/26-Table10-1.png","height":666,"width":512},{"@type":"ImageObject","caption":"Figure 10: As the number of training domains increase, ELMFORESTs retain or improve performance, while compute-matched TRANSFORMER-LMs degrade. Average test set perplexity over each batch of training domains (B1 - B4). For the TRANSFORMER-LM experiment, we train a new TRANSFORMER-LM from scratch on 8 (B1), 16 (B1 + B2), 32 (B1 + B2 + B3), and 64 (B1 + B2 + B3 + B4) domains, for 6144 GPUs hours each. For the ELMFOREST experiment, we use BTM to train on the batches incrementally. We observe that TRANSFORMER-LMs suffer as one trains on more domains while ELMFORESTs retain or improve performance as domains are added incrementally. This reflects the \"curse of multilinguality\" phenomenon discovered for multilingual transformer LMs (Pfeiffer et al., 2022).","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/29-Figure10-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/29-Figure10-1.png","height":301,"width":382},{"@type":"ImageObject","caption":"Table 11: 32 domains that make up our novel domain corpus, including the size of our training and evaluation (i.e. validation and test) data, in whitespace-separated tokens. We borrow these datasets from Gururangan et al. (2022). † indicates datasets we de-identify with regexes in Table 12. Meta researchers did not collect any of the Reddit or Twitter data and the data was not collected on behalf of Meta.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/27-Table11-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/27-Table11-1.png","height":203,"width":476},{"@type":"ImageObject","caption":"Table 12: De-identification schema. We de-identify text using the regexes provided in the above links for the categories listed.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/27-Table12-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/27-Table12-1.png","height":145,"width":568},{"@type":"ImageObject","caption":"Table 13: ELMFORESTs trained with BTM outperform all baselines and ensemble variations across multiple model scales. Average test-set perplexity (↓) for each model scale (125M, 350M, 750M, 1.3B parameters) across the 8 training, 8 novel, and all 16 domains described in §4.1. Total compute budget (in update numbers) and GPU usage are shown for each model size, and total parameters are shown for each model type at each size. TRANSFORMER-LMs (here, abbreviated to T-LM) trained without balancing between data domains performs worse than T-LM trained with data balancing; hence, we only compare against the balanced T-LM setting in §4. For ELMFOREST, we show results with 50% dense training.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/28-Table13-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/28-Table13-1.png","height":483,"width":494}]},{"@type":"ScholarlyArticle","about":"BTM improves in- and out-of-domain perplexities as compared to GPT-style Transformer LMs, and gains grow with the number of domains, suggesting more aggressive parallelism could be used to efficiently train larger models in future work.","abstract":"BTM improves in- and out-of-domain perplexities as compared to GPT-style Transformer LMs, and gains grow with the number of domains, suggesting more aggressive parallelism could be used to efficiently train larger models in future work. We present Branch-Train-Merge (BTM), a communication-efficient algorithm for embarrassingly parallel training of large language models (LLMs). We show it is possible to independently train subparts of a new class of LLMs on different subsets of the data, eliminating the massive multi-node synchronization currently required to train LLMs. BTM learns a set of independent expert LMs (ELMs), each specialized to a different textual domain, such as scientific or legal text. These ELMs can be added and removed to update data coverage, ensembled to generalize to new domains, or averaged to collapse back to a single LM for efficient inference. New ELMs are learned by branching from (mixtures of) ELMs in the current set, further training the parameters on data for the new domain, and then merging the resulting model back into the set for future use. Experiments show that BTM improves in- and out-of-domain perplexities as compared to GPT-style Transformer LMs, when controlling for training cost. Through extensive analysis, we show that these results are robust to different ELM initialization schemes, but require expert domain specialization; LM ensembles with random data splits do not perform well. We also present a study of scaling BTM into a new corpus of 64 domains (192B whitespace-separated tokens in total); the resulting LM (22.4B total parameters) performs as well as a Transformer LM trained with 2.5 times more compute. These gains grow with the number of domains, suggesting more aggressive parallelism could be used to efficiently train larger models in future work.","author":[{"@type":"Person","name":"Margaret Li","mainEntityOfPage":"/author/Margaret-Li/2118481100"},{"@type":"Person","name":"Suchin Gururangan","mainEntityOfPage":"/author/Suchin-Gururangan/40895369"},{"@type":"Person","name":"Tim Dettmers","mainEntityOfPage":"/author/Tim-Dettmers/3239480"},{"@type":"Person","name":"M. Lewis","mainEntityOfPage":"/author/M.-Lewis/35084211"},{"@type":"Person","name":"Tim Althoff","mainEntityOfPage":"/author/Tim-Althoff/1745524"},{"@type":"Person","name":"Noah A. Smith","mainEntityOfPage":"/author/Noah-A.-Smith/144365875"},{"@type":"Person","name":"Luke Zettlemoyer","mainEntityOfPage":"/author/Luke-Zettlemoyer/1982950"}],"copyrightYear":"2022","datePublished":"5 August 2022","headline":"Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models","mainEntity":"https://arxiv.org/pdf/2208.03306.pdf","mainEntityOfPage":"/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d","name":"Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models","publication":"ArXiv","publisher":{"@type":"Organization","name":"arXiv.org"},"sameAs":"https://doi.org/10.48550/arXiv.2208.03306","image":[{"@type":"ImageObject","caption":"Figure 1: ELMFORESTs outperform compute-matched TRANSFORMER-LM and randomensemble baselines across parameter scales (§4.2). ELMFOREST parameter averaging closely approaches the performance of ELMFOREST ensembling at no additional cost to inference compared to the TRANSFORMER-LM. ELMFOREST efficiency also grows as the model size increases due to substantially reduced GPU communication overhead relative to TRANSFORMER-LM baselines.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/2-Figure1-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/2-Figure1-1.png","height":251,"width":545},{"@type":"ImageObject","caption":"Table 1: ELMFORESTs trained with BTM outperform all baselines across multiple model scales (§4.2). Average test-set perplexity (↓) for each model scale (125M, 350M, 750M, 1.3B parameters) across the 8 training, 8 evaluation, and all 16 domains described in §4.1. Total parameters are shown for each model type at each scale. At 125M parameter per GPU scale, we show the mean and standard deviation of results over 8 random seeds. For BTM, we show results with 50% of compute dedicated to the seed phase. DEMIX outperforms TRANSFORMER-LM, abbreviated as T-LM. ELMFORESTs trained with BTM consistently achieve the lowest average test perplexity.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/7-Table1-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/7-Table1-1.png","height":227,"width":538},{"@type":"ImageObject","caption":"Figure 2: Fully Synchronized vs. Embarrassingly Parallel Training (§3). (a) In the fully synchronized data-parallel training of a TRANSFORMER-LM, all parameters are synchronized across all GPUs. In large LMs, this synchronization incurs hefty cross-node communication costs. (b) In embarrassingly parallel training (our work), individual models are trained on each domain, with no parameter synchronization between those models, which eliminates cross-node communication costs between models.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/3-Figure2-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/3-Figure2-1.png","height":127,"width":547},{"@type":"ImageObject","caption":"Table 2: BTM training is more efficient (§4.3). Average updates per second (↑) for each setup and model size, normalized by the average updates per second during fully synchronized training of the TRANSFORMER-LM. The embarrassingly parallel training used during the branched phase of BTM achieves higher updates per second than fully or partially synchronized training. The efficiency gains from embarrassingly parallel training become more substantial with larger model size – and more nodes used in parallel. At 1.3B parameters per GPU, BTM’s branched training provides a 33% speedup over fully synchronized training. To better leverage this speedup, we experiment with dedicating a larger proportion of the total compute budget to branched ELM training in §5.2. These speed estimates may vary considerably with hardware and environment factors.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/8-Table2-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/8-Table2-1.png","height":113,"width":476},{"@type":"ImageObject","caption":"Figure 3: BTM training process overview (§3). Our BTM method is initialized with a seed training phase (Step 0), in which a single LM is trained on a corpus. The resulting parameters are branched, or copied, k times (Step 1) and we continue training each LM on a unique assigned data domain, resulting in k ELMs (Step 2). Trained ELMs are merged into the ELMFOREST (Step 3), and the process can be repeated from Step 1, initializing new ELMs with parameter averages of existing ELMs. After the seed phase (Step 0), ELMs are fully disconnected, with no communication between them. This process is shown at k = 4 for simplicity, but our experiments in §4-5 use k = 8 domains and train for one iteration through BTM. Our experimental setup for §6, illustrated in Figure 6, trains on k = 64 domains over 4 iterations of BTM.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/5-Figure3-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/5-Figure3-1.png","height":228,"width":468},{"@type":"ImageObject","caption":"Table 3: ELMs can be combined through parameter averaging (§4.4). Average test-set perplexity across the 8 training domains (top) and 8 evaluation domains (bottom), from the models in Table 1, comparing techniques to collapse ELMFOREST into a single LM. Parameter averaging (with posterior weights) generally yields better average perplexities than TRANSFORMER-LM at no additional inference cost, but underperforms ELMFOREST ensembling, which uses more effective parameters and is included for comparison as a lower bound. The relatively poor performance of ELMFOREST parameter averaging for the 125M parameter model is investigated further (and improved) in §5.2.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/9-Table3-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/9-Table3-1.png","height":257,"width":501},{"@type":"ImageObject","caption":"Table 4: Domain expert ensemble outperforms random split ensemble (§5.1). Average test-set perplexity (↓) for each model scale across the 8 training, 8 evaluation, and all 16 domains described in §4.1. Training ELMFOREST experts with random data splits performs much worse than the proposed method of training ELMFOREST experts on domains of data defined by provenance. This suggests that ensembling with more parameters is not sufficient, but that domain specialization is a crucial component for the performance improvements we observe.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/10-Table4-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/10-Table4-1.png","height":254,"width":550},{"@type":"ImageObject","caption":"Figure 4: ELMFOREST ensembling performance is robust to most seed training compute allocations (§5.2). Test perplexity averaged across the 8 training (left) or 8 evaluation (right) domains (from §4.1) when varying the proportion of compute allocated to seed training, but keeping total compute budget fixed. All models use the same random initialization. The best training domain performance occurs when roughly 20–50% of updates are seed training, whereas best evaluation domain performance occurs when roughly 50–80% of updates are seed training. This supports the hypothesis that seed training is useful for generalization. However, performance varies little between 20–80%, and almost all BTM settings perform better than both TRANSFORMER-LM (100% seed) and ELMFOREST-random init (0% seed) training across model sizes.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/11-Figure4-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/11-Figure4-1.png","height":289,"width":545},{"@type":"ImageObject","caption":"Figure 5: The seed phase is vital to our ability to parameter average ELMs (§5.2). Test perplexity averaged across the 8 training (left) and 8 evaluation (right) domains when averaging ELMFOREST with different seed training compute allocations for the 125M and 350M parameter LMs. All models use the same random initialization. Seed training is critical to reasonable averaging performance. Lowest perplexity is achieved at slightly higher seed phase training proportions than when using output ensembling; however, as with output ensembling, the variation in performance is small throughout a wide range of seed training phase lengths. For training domains, effective parameter averaging performance can be achieved with even less seed training.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/12-Figure5-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/12-Figure5-1.png","height":277,"width":545},{"@type":"ImageObject","caption":"Table 5: ELMFOREST ensembling performance is robust to seed training corpus (§5.3). Test perplexity averages on the 8 training and the 8 novel test sets (from §4.1), as well as averaged across all 16, with different training corpora used in seed LM training. All models are of the 125M parameters per GPU scale. All ELMFORESTs outperform the TRANSFORMER-LM baseline. Notably, even training the seed LM on JavaScript results in lower perplexity than the TRANSFORMER-LM, suggesting that BTM training is not overly sensitive to the selection of the seed training corpus.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/12-Table5-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/12-Table5-1.png","height":151,"width":318},{"@type":"ImageObject","caption":"Table 6: The ability to reduce the influence of domains through ELM removal is (mostly) robust to seed training corpus (§5.3). We present the average test perplexity for the 8 train domains in ELMFORESTs where all ELMs are active. We vary the seed training corpora. In parentheses, we show the increase in perplexity when the ELM trained to specialize on each domain is removed at inference time. Large perplexity increases are desired, as they suggest the ease of removing data from the ELMFOREST’s distribution after training has completed. This is a useful operation to reduce the influence of training domains that contain harmful text or become stale.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/13-Table6-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/13-Table6-1.png","height":145,"width":341},{"@type":"ImageObject","caption":"Figure 6: BTM incremental training on 64 domains (§6). We now iterate over the BTM steps (§3; Figure 3) to train incrementally on 4 data batches B1–B4, totalling 64 domains. After training the seed LM on the pooled B1 domains, we train ELMs on each B1 domain independently, then initialize new ELMs from weighted averages of existing expert parameters. These new ELMs are each trained to specialize on a B2 domain. We repeat this process for data domains in B3, then B4, initializing new ELMs from the set of existing experts. After this full process, all 64 total ELMs over 4 batches have been merged into the same ELMFOREST and may be ensembled or averaged together for inference.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/13-Figure6-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/13-Figure6-1.png","height":176,"width":548},{"@type":"ImageObject","caption":"Table 7: Overview of the 80-domain corpus (§6.1). The 80 domains that make up the multi-domain corpus we train and evaluate on, presented here in 8 descriptive categories for ease of inspection. For each of the 64 training domains, we include the percentage of the total number of tokens (in the entire corpus) comprising that domain. At the bottom, we include the 16 evaluation domains. All domains additionally include 1M tokens for validation and test data each. We include full details of each corpus in Appendix Table 10 and 11.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/14-Table7-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/14-Table7-1.png","height":301,"width":548},{"@type":"ImageObject","caption":"Figure 7: ELMFOREST achieves performance comparable to a large TRANSFORMER-LM baseline at a much smaller computational budget (§6.3). Efficiency-performance trend for training (left) and evaluation (right) domains when ELMFORESTs are incrementally trained on a 64 domain corpus, versus a large TRANSFORMER-LM that is trained on 64 domains from scratch. ELMFORESTs achieve better perplexity at smaller compute budgets than TRANSFORMER-LMs. ELMFORESTs perform comparably to the 1.3B TRANSFORMER-LM, using only about 40% of the TRANSFORMER-LM total budget.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/15-Figure7-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/15-Figure7-1.png","height":236,"width":542},{"@type":"ImageObject","caption":"Figure 8: Training and evaluation domain inference both use ELMs sparsely (§6.4). Domain posterior visualization for 22.4B parameter ELMFOREST trained on 64 domains. ELM activation is extremely sparse for both training and evaluation domains.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/16-Figure8-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/16-Figure8-1.png","height":235,"width":536},{"@type":"ImageObject","caption":"Table 8: Top-3 ELMs (with probabilities in parentheses) under the domain posterior for a sample of evaluation domains (§6.4). The most likely ELMs under the domain posterior are usually highly relevant to the evaluation domain by inspection.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/16-Table8-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/16-Table8-1.png","height":117,"width":560},{"@type":"ImageObject","caption":"Figure 9: Even using only the top-1 ELM outperforms the TRANSFORMER-LM baseline. We vary the number of ELMs active at inference time, and observe performance changes in the evaluation domains. In general, using just the top 4 or 8 ELMs results in minimal performance loss relative to using 64 ELMs at test time, owing to sparsity in the domain posterior. ELM averaging results in a substantial performance improvement over TRANSFORMER-LMs at the same inference cost; but larger gains are observed with larger top-k values with output ensembling.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/17-Figure9-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/17-Figure9-1.png","height":262,"width":346},{"@type":"ImageObject","caption":"Table 9: Multi-domain data corpus used in §4 and §5. Details of this corpus, both training and evaluation domains, including the size of our training and evaluation (i.e. validation and test) data in whitespace-separated tokens. We borrow these datasets from Gururangan et al. (2022). † indicates datasets we de-identify with regexes in Table 12. REDDIT was de-identified by Xu et al. (2021); we use their version. Meta researchers did not collect any of the Reddit or Twitter data and the data was not collected on behalf of Meta.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/25-Table9-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/25-Table9-1.png","height":329,"width":586},{"@type":"ImageObject","caption":"Table 10: 64 training domains that make up our multi-domain training corpus, with the batch that they appear in for our scaling study in §6. † indicates datasets we de-identify with regexes in Table 12. REDDIT was de-identified by Xu et al. (2021); we use their version. Meta researchers did not collect any of the Reddit or Twitter data and the data was not collected on behalf of Meta.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/26-Table10-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/26-Table10-1.png","height":666,"width":512},{"@type":"ImageObject","caption":"Figure 10: As the number of training domains increase, ELMFORESTs retain or improve performance, while compute-matched TRANSFORMER-LMs degrade. Average test set perplexity over each batch of training domains (B1 - B4). For the TRANSFORMER-LM experiment, we train a new TRANSFORMER-LM from scratch on 8 (B1), 16 (B1 + B2), 32 (B1 + B2 + B3), and 64 (B1 + B2 + B3 + B4) domains, for 6144 GPUs hours each. For the ELMFOREST experiment, we use BTM to train on the batches incrementally. We observe that TRANSFORMER-LMs suffer as one trains on more domains while ELMFORESTs retain or improve performance as domains are added incrementally. This reflects the \"curse of multilinguality\" phenomenon discovered for multilingual transformer LMs (Pfeiffer et al., 2022).","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/29-Figure10-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/29-Figure10-1.png","height":301,"width":382},{"@type":"ImageObject","caption":"Table 11: 32 domains that make up our novel domain corpus, including the size of our training and evaluation (i.e. validation and test) data, in whitespace-separated tokens. We borrow these datasets from Gururangan et al. (2022). † indicates datasets we de-identify with regexes in Table 12. Meta researchers did not collect any of the Reddit or Twitter data and the data was not collected on behalf of Meta.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/27-Table11-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/27-Table11-1.png","height":203,"width":476},{"@type":"ImageObject","caption":"Table 12: De-identification schema. We de-identify text using the regexes provided in the above links for the categories listed.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/27-Table12-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/27-Table12-1.png","height":145,"width":568},{"@type":"ImageObject","caption":"Table 13: ELMFORESTs trained with BTM outperform all baselines and ensemble variations across multiple model scales. Average test-set perplexity (↓) for each model scale (125M, 350M, 750M, 1.3B parameters) across the 8 training, 8 novel, and all 16 domains described in §4.1. Total compute budget (in update numbers) and GPU usage are shown for each model size, and total parameters are shown for each model type at each size. TRANSFORMER-LMs (here, abbreviated to T-LM) trained without balancing between data domains performs worse than T-LM trained with data balancing; hence, we only compare against the balanced T-LM setting in §4. For ELMFOREST, we show results with 50% dense training.","contentUrl":"https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/28-Table13-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/28-Table13-1.png","height":483,"width":494}]}]]}</script> </head> <body class=""> <style data-styled="" data-styled-version="4.4.1"></style> <style>#app { display: none; }</style> <div id="app" class=""><div class="app-page HACK__is-desktop paper"><div class="app-page__header"><div><a href="#search-form" class="screen-reader-only">Skip to search form</a><a href="#main-content" class="screen-reader-only">Skip to main content</a><a href="#account-menu" class="screen-reader-only">Skip to account menu</a><header class="header has-search header--light flex-row-vcenter" role="banner"><a class="s2-logo-container" aria-label="Homepage" href="/"><svg viewBox="0 0 552.2 100" aria-labelledby="s2-logo-full-title s2-logo-full-desc" 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class="flex-container flex-row flex-column-med flex-relative-pos fresh-paper-detail-page__top-container"><div class="flex-item flex-item--width-66 flex-item__left-column"><div class="fresh-paper-detail-page__header" data-test-id="paper-detail-page-header"><ul class="paper-meta paper-detail__paper-meta-top" data-test-id="paper-meta-subhead"><li data-test-id="paper-doi"><section class="doi"><span class="doi__label">DOI:</span><a class="doi__link" href="https://doi.org/10.48550/arXiv.2208.03306">10.48550/arXiv.2208.03306</a></section></li><li data-test-id="corpus-id">Corpus ID: 251371375</li></ul><h1 data-test-id="paper-detail-title">Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models</h1><pre class="bibtex-citation" data-nosnippet="true">@article{Li2022BranchTrainMergeEP, title={Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models}, author={Margaret Li and Suchin Gururangan and Tim Dettmers and Mike Lewis and Tim Althoff and Noah A. Smith and Luke Zettlemoyer}, journal={ArXiv}, year={2022}, volume={abs/2208.03306}, url={https://api.semanticscholar.org/CorpusID:251371375} }</pre><ul class="flex-row-vcenter paper-meta"><li class="paper-meta-item"><span class="paper-meta" data-test-id="paper-meta-subhead"><span class="author-list"><span data-heap-id="heap_author_list_item" data-heap-author-id="2118481100" data-test-id="author-list"><a class="author-list__link author-list__author-name" href="/author/Margaret-Li/2118481100"><span class=""><span>Margaret Li</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="40895369" data-test-id="author-list"><span aria-hidden="true">, </span><a class="author-list__link author-list__author-name" href="/author/Suchin-Gururangan/40895369"><span class=""><span>Suchin Gururangan</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1982950" data-test-id="author-list"><span aria-hidden="true">, </span><span><button 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data-test-id="paper-year"><span class=""><span>5 August 2022</span></span></span></span></li><li class="paper-meta-item">Computer Science</li></ul><div class="tldr-abstract-replacement text-truncator paper-detail-page__tldr-abstract"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>BTM improves in- and out-of-domain perplexities as compared to GPT-style Transformer LMs, and gains grow with the number of domains, suggesting more aggressive parallelism could be used to efficiently 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class="centered-max-width-content paper-detail-page__cards"><div class="card-container"><div id="extracted" class="card card--type-default" tabindex="0"><div class="card-header"><div class="card-header-title"><h2 class="card-header-title__title">Figures and Tables from this paper</h2></div></div><div class="card-content card-content__children-own-layout"><div class="card-content-main"><div class="figure-list"><ul class="figure-list__list figure-list__list--is-capped" data-test-id="figure-list"><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/0"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/2-Figure1-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/2-Figure1-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/2-Figure1-1.png" alt="figure 1" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 1</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/1"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/7-Table1-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/7-Table1-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/7-Table1-1.png" alt="table 1" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 1</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/2"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/3-Figure2-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/3-Figure2-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/3-Figure2-1.png" alt="figure 2" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 2</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/3"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/8-Table2-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/8-Table2-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/8-Table2-1.png" alt="table 2" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 2</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/4"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/5-Figure3-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/5-Figure3-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/5-Figure3-1.png" alt="figure 3" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 3</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/5"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/9-Table3-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/9-Table3-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/9-Table3-1.png" alt="table 3" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 3</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/6"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/10-Table4-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/10-Table4-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/10-Table4-1.png" alt="table 4" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 4</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/7"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/11-Figure4-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/11-Figure4-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/11-Figure4-1.png" alt="figure 4" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 4</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/8"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/12-Figure5-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/12-Figure5-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/12-Figure5-1.png" alt="figure 5" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 5</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/9"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/12-Table5-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/12-Table5-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/12-Table5-1.png" alt="table 5" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 5</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/10"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/13-Table6-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/13-Table6-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/13-Table6-1.png" alt="table 6" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 6</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/11"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/13-Figure6-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/13-Figure6-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/13-Figure6-1.png" alt="figure 6" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 6</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/12"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/14-Table7-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/14-Table7-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/14-Table7-1.png" alt="table 7" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 7</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/13"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/15-Figure7-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/15-Figure7-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/15-Figure7-1.png" alt="figure 7" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 7</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/14"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/16-Figure8-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/16-Figure8-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/16-Figure8-1.png" alt="figure 8" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 8</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/15"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/16-Table8-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/16-Table8-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/16-Table8-1.png" alt="table 8" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 8</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/16"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/17-Figure9-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/17-Figure9-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/17-Figure9-1.png" alt="figure 9" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 9</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/17"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/25-Table9-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/25-Table9-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/25-Table9-1.png" alt="table 9" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 9</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/18"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/26-Table10-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/26-Table10-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/26-Table10-1.png" alt="table 10" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 10</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/19"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/29-Figure10-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/29-Figure10-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/29-Figure10-1.png" alt="figure 10" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">figure 10</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/20"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/27-Table11-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/27-Table11-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/27-Table11-1.png" alt="table 11" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 11</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/21"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/27-Table12-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/27-Table12-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/27-Table12-1.png" alt="table 12" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 12</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Branch-Train-Merge%3A-Embarrassingly-Parallel-of-Li-Gururangan/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/figure/22"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/250px/28-Table13-1.png 1x,https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/500px/28-Table13-1.png 2x" src="https://figures.semanticscholar.org/8b3a67c7e5289eed160d2acfd04d71cfb552c67d/28-Table13-1.png" alt="table 13" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 13</figcaption></figure></a></li></ul><div class="figure-list__pagination"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default 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class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2265067" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Sainbayar-Sukhbaatar/2265067"><span class=""><span>Sainbayar Sukhbaatar</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2290916129" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Olga-Golovneva/2290916129"><span class=""><span>Olga Golovneva</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2315344189" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 8 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle cl-paper-authors__toggle__with-background"><span class="cl-button__label">+8 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Xian-Li/2315344189"><span class=""><span>Xian Li</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ArXiv">ArXiv</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2024</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" 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class="cl-paper-title" tabindex="" aria-describedby="">Towards Modular LLMs by Building and Reusing a Library of LoRAs</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="145191120" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/O.-Ostapenko/145191120"><span class=""><span>O. Ostapenko</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2301180105" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Zhan-Su/2301180105"><span class=""><span>Zhan Su</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2041695" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 5 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle cl-paper-authors__toggle__with-background"><span class="cl-button__label">+5 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Alessandro-Sordoni/2041695"><span class=""><span>Alessandro Sordoni</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ICML">ICML</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2024</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>A novel zero-shot routing mechanism, Arrow, is presented, which enables dynamic selection of the most relevant adapters for new inputs without the need for retraining and makes steps towards creating modular, adaptable LLMs that can match or outperform traditional joint training.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="15 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/6839e8ef0205ad4732e9f743977eb5bfc296ec2c#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stat__with-border"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>15</div></a></li><a target="_blank" class="cl-paper-action__reader-link link-button--no-underline link-button--in-new-tab" aria-describedby="cl-paper-reader-button-tooltip" data-test-id="cl-paper-reader-button" aria-label="Semantic Reader, an AI-powered PDF reader" href="/reader/6839e8ef0205ad4732e9f743977eb5bfc296ec2c"><a class="icon-button cl-paper-action__reader-button cl-paper-action__reader-button--square-corner" data-test-id="cl-paper-reader-button" data-heap-id="reader_button_paper_row"><span 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width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="911045e6713f865ebcef6b95563a92e32b76bcb6"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="911045e6713f865ebcef6b95563a92e32b76bcb6" data-heap-citation-type="citingPapers" data-heap-has-intents="false" data-test-id="citation-paper-title" href="/paper/Merge-to-Learn%3A-Efficiently-Adding-Skills-to-Models-Morrison-Smith/911045e6713f865ebcef6b95563a92e32b76bcb6"><h3 id="paper-911045e6713f865ebcef6b95563a92e32b76bcb6" class="cl-paper-title" tabindex="" aria-describedby="">Merge to Learn: Efficiently Adding Skills to Language Models with Model Merging</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2146964035" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jacob-Daniel-Morrison/2146964035"><span class=""><span>Jacob Daniel Morrison</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2292425227" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Noah-A.-Smith/2292425227"><span class=""><span>Noah A. Smith</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2264251662" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Hanna-Hajishirzi/2264251662"><span class=""><span>Hanna Hajishirzi</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2303396379" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Pang-Wei-Koh/2303396379"><span class=""><span>Pang Wei Koh</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2285322061" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jesse-Dodge/2285322061"><span class=""><span>Jesse Dodge</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2697425" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Pradeep-Dasigi/2697425"><span class=""><span>Pradeep Dasigi</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=EMNLP">EMNLP</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2024</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This work investigates the effectiveness of adding new skills to preexisting models by training on the new skills in isolation and later merging with the general model (e.g. using task vectors), finding that the parallel-train-then-merge procedure is often comparably effective.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div 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data-paper-id="629bc57782bb4326a3eb5f89314e350729c5f417"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="629bc57782bb4326a3eb5f89314e350729c5f417" data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/AdapterSoup%3A-Weight-Averaging-to-Improve-of-Models-Chronopoulou-Peters/629bc57782bb4326a3eb5f89314e350729c5f417"><h3 id="paper-629bc57782bb4326a3eb5f89314e350729c5f417" class="cl-paper-title" tabindex="" aria-describedby="">AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="3379701" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Alexandra-Chronopoulou/3379701"><span class=""><span>Alexandra Chronopoulou</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="39139825" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Matthew-E.-Peters/39139825"><span class=""><span>Matthew E. Peters</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2277248" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Alexander-M.-Fraser/2277248"><span class=""><span>Alexander M. Fraser</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="34176020" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jesse-Dodge/34176020"><span class=""><span>Jesse Dodge</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=FINDINGS">FINDINGS</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2023</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper introduces AdapterSoup, an approach that performs weight-space averaging of adapters trained on different domains, and explores various approaches for choosing which adapters to combine, such as text clustering and semantic similarity.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="55 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/629bc57782bb4326a3eb5f89314e350729c5f417#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stat__with-border"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>55</div></a></li><a target="_blank" class="cl-paper-action__reader-link link-button--no-underline link-button--in-new-tab" aria-describedby="cl-paper-reader-button-tooltip" data-test-id="cl-paper-reader-button" aria-label="Semantic Reader, an AI-powered PDF reader" href="/reader/629bc57782bb4326a3eb5f89314e350729c5f417"><a class="icon-button 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cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">3 Excerpts</span></button></li></ul></div></div><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="303b4ae0e53cca8d007076778e5c17e28116ff7e"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="303b4ae0e53cca8d007076778e5c17e28116ff7e" data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Learning-to-Decode-Collaboratively-with-Multiple-Shen-Lang/303b4ae0e53cca8d007076778e5c17e28116ff7e"><h3 id="paper-303b4ae0e53cca8d007076778e5c17e28116ff7e" class="cl-paper-title" tabindex="" aria-describedby="">Learning to Decode Collaboratively with Multiple Language Models</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="101568984" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Zejiang-Shen/101568984"><span class=""><span>Zejiang Shen</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="30155522" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Hunter-Lang/30155522"><span class=""><span>Hunter Lang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2257409822" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Bailin-Wang/2257409822"><span class=""><span>Bailin Wang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2257354404" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Yoon-Kim/2257354404"><span class=""><span>Yoon Kim</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2266751797" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/David-Sontag/2266751797"><span class=""><span>David Sontag</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ACL">ACL</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2024</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This work proposes a method to teach multiple large language models (LLM) to collaborate by interleaving their generations at the token level, and shows models trained with this method exhibit several interesting collaboration patterns, e.g., template-filling.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider 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data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Scalable-Data-Ablation-Approximations-for-Language-Na-Magnusson/0f20baeae798c1638716585a7b896d5885389e62"><h3 id="paper-0f20baeae798c1638716585a7b896d5885389e62" class="cl-paper-title" tabindex="" aria-describedby="">Scalable Data Ablation Approximations for Language Models through Modular Training and Merging</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2166313248" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Clara-Na/2166313248"><span class=""><span>Clara Na</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2124977543" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Ian-Magnusson/2124977543"><span class=""><span>Ian Magnusson</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2697425" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 4 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle cl-paper-authors__toggle__with-background"><span class="cl-button__label">+4 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Pradeep-Dasigi/2697425"><span class=""><span>Pradeep Dasigi</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=EMNLP">EMNLP</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2024</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>An efficient method for approximating data ablations is proposed which trains individual models on subsets of a training corpus and reuses them across evaluations of combinations of subsets, opening new avenues for improving model performance through rigorous, incremental data assessment and mixing.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><a target="_blank" class="cl-paper-action__reader-link link-button--no-underline link-button--in-new-tab" aria-describedby="cl-paper-reader-button-tooltip" data-test-id="cl-paper-reader-button" aria-label="Semantic Reader, an AI-powered 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href="/paper/Knowledge-Fusion-of-Large-Language-Models-Wan-Huang/8c1243e089621d09025e1e51e8e01cb2cb20eabf"><h3 id="paper-8c1243e089621d09025e1e51e8e01cb2cb20eabf" class="cl-paper-title" tabindex="" aria-describedby="">Knowledge Fusion of Large Language Models</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2217614543" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Fanqi-Wan/2217614543"><span class=""><span>Fanqi Wan</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="14799547" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Xinting-Huang/14799547"><span class=""><span>Xinting Huang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2266753374" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Deng-Cai/2266753374"><span class=""><span>Deng Cai</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2258552983" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Xiaojun-Quan/2258552983"><span class=""><span>Xiaojun Quan</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2258552250" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Wei-Bi/2258552250"><span class=""><span>Wei Bi</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2257446263" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Shuming-Shi/2257446263"><span class=""><span>Shuming Shi</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ICLR">ICLR</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2024</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>The notion of knowledge fusion for LLMs is introduced, aimed at combining the capabilities of existing LLMs and transferring them into a single LLM, and confirmed that the fusion of LLMs can improve the performance of the target model across a range of capabilities such as reasoning, commonsense, and code generation.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="36 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/8c1243e089621d09025e1e51e8e01cb2cb20eabf#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stat__with-border"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>36</div></a></li><a target="_blank" class="cl-paper-action__reader-link link-button--no-underline link-button--in-new-tab" aria-describedby="cl-paper-reader-button-tooltip" data-test-id="cl-paper-reader-button" aria-label="Semantic Reader, an AI-powered PDF reader" href="/reader/8c1243e089621d09025e1e51e8e01cb2cb20eabf"><a class="icon-button cl-paper-action__reader-button cl-paper-action__reader-button--square-corner" data-test-id="cl-paper-reader-button" data-heap-id="reader_button_paper_row"><span 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data-heap-id="citation_author" data-heap-author-id="2148654757" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Xisen-Jin/2148654757"><span class=""><span>Xisen Jin</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1384550891" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Xiang-Ren/1384550891"><span class=""><span>Xiang Ren</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1398830377" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Daniel-Preotiuc-Pietro/1398830377"><span class=""><span>Daniel Preotiuc-Pietro</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2904366" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Pengxiang-Cheng/2904366"><span class=""><span>Pengxiang Cheng</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ICLR">ICLR</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2023</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper proposes a dataless knowledge fusion method that merges models in their parameter space, guided by weights that minimize prediction differences between the merged model and the individual models and finds that the proposed method significantly outperforms baselines such as Fisher-weighted averaging or model ensembling.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row 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Model</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2209882676" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Ruisi-Cai/2209882676"><span class=""><span>Ruisi Cai</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="31225166" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Saurav-Muralidharan/31225166"><span class=""><span>Saurav Muralidharan</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2824500" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 4 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle cl-paper-authors__toggle__with-background"><span class="cl-button__label">+4 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Pavlo-Molchanov/2824500"><span class=""><span>Pavlo Molchanov</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ICML">ICML</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2024</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper presents a sample-efficient training method and associated routing algorithms for systematically transforming an existing trained LLM into a Flextron model, and evaluates Flextron on the GPT-3 and LLama-2 family of LLMs.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default 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id="paper-541773c4cbb30bcdcbc82b8d02eba15af811f739" class="cl-paper-title" tabindex="" aria-describedby="">Layerwise Recurrent Router for Mixture-of-Experts</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2258961204" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Zihan-Qiu/2258961204"><span class=""><span>Zihan Qiu</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2259588806" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Zeyu-Huang/2259588806"><span class=""><span>Zeyu Huang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2259001590" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 4 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle cl-paper-authors__toggle__with-background"><span class="cl-button__label">+4 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jie-Fu/2259001590"><span class=""><span>Jie Fu</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ArXiv">ArXiv</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2024</span></span></li></ul><div 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data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Alexandra-Chronopoulou/3379701"><span class=""><span>Alexandra Chronopoulou</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="39139825" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Matthew-E.-Peters/39139825"><span class=""><span>Matthew E. Peters</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="34176020" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jesse-Dodge/34176020"><span class=""><span>Jesse Dodge</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=NAACL">NAACL</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2022</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper introduces a method to permit domain adaptation to many diverse domains using a computationally efficient adapter approach based on the observation that textual domains are partially overlapping, and represents domains as a hierarchical tree structure where each node in the tree is associated with a set of adapter weights.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="40 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/5b0cfef3ebb8f709a4cf2e4718e8440cc5890bab#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stat__with-border"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>40</div></a></li><a target="_blank" class="cl-paper-action__reader-link link-button--no-underline link-button--in-new-tab" aria-describedby="cl-paper-reader-button-tooltip" data-test-id="cl-paper-reader-button" aria-label="Semantic Reader, an AI-powered PDF reader" 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aria-expanded="false" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">1 Excerpt</span></button></li></ul></div></div><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="6c4b76232bb72897685d19b3d264c6ee3005bc2b"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="6c4b76232bb72897685d19b3d264c6ee3005bc2b" data-heap-citation-type="citedPapers" data-heap-has-intents="false" data-test-id="citation-paper-title" href="/paper/Exploring-the-Limits-of-Transfer-Learning-with-a-Raffel-Shazeer/6c4b76232bb72897685d19b3d264c6ee3005bc2b"><h3 id="paper-6c4b76232bb72897685d19b3d264c6ee3005bc2b" class="cl-paper-title" tabindex="" aria-describedby="">Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2402716" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Colin-Raffel/2402716"><span class=""><span>Colin Raffel</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1846258" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Noam-M.-Shazeer/1846258"><span class=""><span>Noam M. Shazeer</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="35025299" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 6 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle cl-paper-authors__toggle__with-background"><span class="cl-button__label">+6 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Peter-J.-Liu/35025299"><span class=""><span>Peter J. Liu</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Linguistics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=J.%20Mach.%20Learn.%20Res.">J. Mach. Learn. Res.</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2020</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This systematic study compares pre-training objectives, architectures, unlabeled datasets, transfer approaches, and other factors on dozens of language understanding tasks and achieves state-of-the-art results on many benchmarks covering summarization, question answering, text classification, and more.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="17,013 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/6c4b76232bb72897685d19b3d264c6ee3005bc2b#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stat__with-border"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" 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class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="c08c2fd7b269bd9d6c1162adc3b059cdf21d40a6" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Lifting-the-Curse-of-Multilinguality-by-Modular-Pfeiffer-Goyal/c08c2fd7b269bd9d6c1162adc3b059cdf21d40a6"><h3 id="paper-c08c2fd7b269bd9d6c1162adc3b059cdf21d40a6" class="cl-paper-title" tabindex="" aria-describedby="">Lifting the Curse of Multilinguality by Pre-training Modular Transformers</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="153733568" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jonas-Pfeiffer/153733568"><span class=""><span>Jonas Pfeiffer</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="39589154" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Naman-Goyal/39589154"><span class=""><span>Naman Goyal</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2347956" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 4 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle cl-paper-authors__toggle__with-background"><span class="cl-button__label">+4 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Mikel-Artetxe/2347956"><span class=""><span>Mikel Artetxe</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Linguistics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=NAACL">NAACL</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2022</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This work introduces language-specific modules of their Cross-lingual Modular models from the start, which allows them to grow the total capacity of the model, while keeping the total number of trainable parameters per language constant.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="128 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/c08c2fd7b269bd9d6c1162adc3b059cdf21d40a6#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stat__with-border"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>128</div></a></li><a target="_blank" class="cl-paper-action__reader-link link-button--no-underline link-button--in-new-tab" aria-describedby="cl-paper-reader-button-tooltip" data-test-id="cl-paper-reader-button" aria-label="Semantic Reader, an AI-powered PDF reader" href="/reader/c08c2fd7b269bd9d6c1162adc3b059cdf21d40a6"><a class="icon-button cl-paper-action__reader-button cl-paper-action__reader-button--square-corner" data-test-id="cl-paper-reader-button" data-heap-id="reader_button_paper_row"><span class="flex-row-centered"><svg aria-hidden="true" height="14" width="14" class="cl-paper-action__reader-button-icon icon-svg icon-semantic-reader" alt="" 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class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="917c63f2186119166b3379f5d2816bb1a2f39b09"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="917c63f2186119166b3379f5d2816bb1a2f39b09" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/DEMix-Layers%3A-Disentangling-Domains-for-Modular-Gururangan-Lewis/917c63f2186119166b3379f5d2816bb1a2f39b09"><h3 id="paper-917c63f2186119166b3379f5d2816bb1a2f39b09" class="cl-paper-title" tabindex="" aria-describedby="">DEMix Layers: Disentangling Domains for Modular Language Modeling</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="40895369" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Suchin-Gururangan/40895369"><span class=""><span>Suchin Gururangan</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2117280237" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Michael-Lewis/2117280237"><span class=""><span>Michael Lewis</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="14487640" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Ari-Holtzman/14487640"><span class=""><span>Ari Holtzman</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="144365875" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Noah-A.-Smith/144365875"><span class=""><span>Noah A. Smith</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1982950" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Luke-Zettlemoyer/1982950"><span class=""><span>Luke Zettlemoyer</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=NAACL">NAACL</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2022</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>A new domain expert mixture (DEMix) layer that enables conditioning a language model (LM) on the domain of the input text, and shows it is possible to add experts to adapt to new domains without forgetting older ones, and remove experts to restrict access to unwanted domains.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span 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tabindex="" aria-describedby="">Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2131614068" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Sneha-Kudugunta/2131614068"><span class=""><span>Sneha Kudugunta</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2145438541" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Yanping-Huang/2145438541"><span class=""><span>Yanping Huang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2345617" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 4 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle cl-paper-authors__toggle__with-background"><span class="cl-button__label">+4 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Orhan-Firat/2345617"><span class=""><span>Orhan Firat</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Linguistics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=EMNLP">EMNLP</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2021</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>Experiments on WMT and a web-scale dataset suggest that task-level routing (task-MoE) enables us to extract smaller, ready-to-deploy sub-networks from large sparse models.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left 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data-heap-type="excerpt" data-heap-citation-type="citedPapers" data-test-id="excerpt" aria-expanded="false" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">1 Excerpt</span></button></li></ul></div></div><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon 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href="/paper/Plug-and-Play-Language-Models%3A-A-Simple-Approach-to-Dathathri-Madotto/e04a80263d252a3d8a382ba37a249b9345620570"><h3 id="paper-e04a80263d252a3d8a382ba37a249b9345620570" class="cl-paper-title" tabindex="" aria-describedby="">Plug and Play Language Models: A Simple Approach to Controlled Text Generation</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="3491117" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Sumanth-Dathathri/3491117"><span class=""><span>Sumanth Dathathri</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="3064807" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Andrea-Madotto/3064807"><span class=""><span>Andrea Madotto</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="48757909" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 5 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle cl-paper-authors__toggle__with-background"><span class="cl-button__label">+5 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Rosanne-Liu/48757909"><span class=""><span>Rosanne Liu</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ICLR">ICLR</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2020</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>The Plug and Play Language Model (PPLM) for controllable language generation is proposed, which combines a pretrained LM with one or more simple attribute classifiers that guide text generation without any further training of the LM.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="867 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/e04a80263d252a3d8a382ba37a249b9345620570#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use 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data-heap-citation-type="citedPapers" data-test-id="excerpt" aria-expanded="false" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">2 Excerpts</span></button></li></ul></div></div><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- 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href="/paper/The-Pile%3A-An-800GB-Dataset-of-Diverse-Text-for-Gao-Biderman/db1afe3b3cd4cd90e41fbba65d3075dd5aebb61e"><h3 id="paper-db1afe3b3cd4cd90e41fbba65d3075dd5aebb61e" class="cl-paper-title" tabindex="" aria-describedby="">The Pile: An 800GB Dataset of Diverse Text for Language Modeling</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2027599537" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Leo-Gao/2027599537"><span class=""><span>Leo Gao</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="103476203" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Stella-Biderman/103476203"><span class=""><span>Stella Biderman</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2044198134" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 9 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle cl-paper-authors__toggle__with-background"><span class="cl-button__label">+9 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Connor-Leahy/2044198134"><span class=""><span>Connor Leahy</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Linguistics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ArXiv">ArXiv</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2021</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This work presents the Pile, an 825 GiB English text corpus tar-geted at training large-scale language models, constructed from 22 diverse high-quality subsets—both existing and newly constructed—many of which derive from academic or professional sources.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="1,687 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/db1afe3b3cd4cd90e41fbba65d3075dd5aebb61e#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stat__with-border"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" 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class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="9405cc0d6169988371b2755e573cc28650d14dfe" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Language-Models-are-Unsupervised-Multitask-Learners-Radford-Wu/9405cc0d6169988371b2755e573cc28650d14dfe"><h3 id="paper-9405cc0d6169988371b2755e573cc28650d14dfe" class="cl-paper-title" tabindex="" aria-describedby="">Language Models are Unsupervised Multitask Learners</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="38909097" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Alec-Radford/38909097"><span class=""><span>Alec Radford</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="49387725" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jeff-Wu/49387725"><span class=""><span>Jeff Wu</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="48422824" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/R.-Child/48422824"><span class=""><span>R. Child</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="150970919" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/D.-Luan/150970919"><span class=""><span>D. Luan</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2698777" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Dario-Amodei/2698777"><span class=""><span>Dario Amodei</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1701686" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/I.-Sutskever/1701686"><span class=""><span>I. Sutskever</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Linguistics</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2019</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>It is demonstrated that language models begin to learn these tasks without any explicit supervision when trained on a new dataset of millions of webpages called WebText, suggesting a promising path towards building language processing systems which learn to perform tasks from their naturally occurring demonstrations.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="19,575 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/9405cc0d6169988371b2755e573cc28650d14dfe#citing-papers" class="cl-paper-stats__citation-pdp-link"><div 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data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/MAD-X%3A-An-Adapter-based-Framework-for-Multi-task-Pfeiffer-Vulic/26299d5fdc5137291dc6a091573b3d18aba1d1c2"><h3 id="paper-26299d5fdc5137291dc6a091573b3d18aba1d1c2" class="cl-paper-title" tabindex="" aria-describedby="">MAD-X: An Adapter-based Framework for Multi-task Cross-lingual Transfer</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="153733568" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jonas-Pfeiffer/153733568"><span class=""><span>Jonas Pfeiffer</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1747849" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Ivan-Vulic/1747849"><span class=""><span>Ivan Vulic</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1730400" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Iryna-Gurevych/1730400"><span class=""><span>Iryna Gurevych</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2884561" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Sebastian-Ruder/2884561"><span class=""><span>Sebastian Ruder</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Linguistics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=EMNLP">EMNLP</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2020</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>MAD-X is proposed, an adapter-based framework that enables high portability and parameter-efficient transfer to arbitrary tasks and languages by learning modular language and task representations and introduces a novel invertible adapter architecture and a strong baseline method for adapting a pretrained multilingual model to a new language.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="567 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/26299d5fdc5137291dc6a091573b3d18aba1d1c2#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stat__with-border"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg 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data-test-id="citation"><div class="citation__body"><ul class="cl-paper__bulleted-row"><li class="cl-paper__bulleted-row__item cl-paper-flag__popover-button"><button data-heap-id="citation_box" data-heap-paper-id="26299d5fdc5137291dc6a091573b3d18aba1d1c2" data-heap-type="excerpt" data-heap-citation-type="citedPapers" data-test-id="excerpt" aria-expanded="false" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">1 Excerpt</span></button></li></ul></div></div><div class="flex-row cl-paper-actions"><div 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class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="d7b6753a2d4a2b286c396854063bde3a91b75535" data-heap-citation-type="citedPapers" data-heap-has-intents="false" data-test-id="citation-paper-title" href="/paper/A-Simple-Method-for-Commonsense-Reasoning-Trinh-Le/d7b6753a2d4a2b286c396854063bde3a91b75535"><h3 id="paper-d7b6753a2d4a2b286c396854063bde3a91b75535" class="cl-paper-title" tabindex="" aria-describedby="">A Simple Method for Commonsense Reasoning</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="40895509" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Trieu-H.-Trinh/40895509"><span class=""><span>Trieu H. Trinh</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2827616" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Quoc-V.-Le/2827616"><span class=""><span>Quoc V. Le</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ArXiv">ArXiv</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2018</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div 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