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class="divide-y divide-r8-gray-6"><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/fine-tune-video" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/fine-tune-video/fine-tune-video-cover.png" alt="You can now fine-tune open-source video models"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">You can now fine-tune open-source video models</h2><p class="text-r8-gray-11 max-w-xl">Train your own versions of Tencent's HunyuanVideo for style, motion, and characters on Replicate.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>January 24, 2025</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/generate-videos-with-playground" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/generate-videos-with-playground/generate-videos-cover.webp" alt="Generate short videos with the Replicate playground"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Generate short videos with the Replicate playground</h2><p class="text-r8-gray-11 max-w-xl">Create AI videos with a convenient workflow.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>January 17, 2025</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/ai-video-is-having-its-stable-diffusion-moment" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/ai-video/ai-video-cover.webp" alt="AI video is having its Stable Diffusion moment"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">AI video is having its Stable Diffusion moment</h2><p class="text-r8-gray-11 max-w-xl">There are lots of models that are as good as OpenAI's Sora now.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>December 16, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/fast-flux-fine-tunes" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/fast-flux-fine-tunes/out-0-11.webp" alt="FLUX fine-tunes are now fast"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">FLUX fine-tunes are now fast</h2><p class="text-r8-gray-11 max-w-xl">We've made running fine-tunes on Replicate much faster, and the optimizations are open-source.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>November 26, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/flux-tools" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/flux-tools/cover.png" alt="FLUX.1 Tools – Control and steerability for FLUX"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">FLUX.1 Tools – Control and steerability for FLUX</h2><p class="text-r8-gray-11 max-w-xl">A new set of image generation capabilities for FLUX models, including inpainting, outpainting, canny edge detection, and depth maps.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>November 21, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/nvidia-l40s-gpus-are-here" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/nvidia-l40s-gpus-are-here/cover.png" alt="NVIDIA L40S GPUs are here"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">NVIDIA L40S GPUs are here</h2><p class="text-r8-gray-11 max-w-xl">NVIDIA L40S GPUs are here, with better performance and lower cost.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>November 15, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/data-urls-in-our-sync-api" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><div class="h-full flex items-center justify-center"><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" viewBox="0 0 1000 1000" fill="currentColor" class="w-8 h-8 undefined" preserveAspectRatio="none"><title>Replicate logo</title><g><polygon points="1000,427.6 1000,540.6 603.4,540.6 603.4,1000 477,1000 477,427.6"></polygon><polygon points="1000,213.8 1000,327 364.8,327 364.8,1000 238.4,1000 238.4,213.8"></polygon><polygon points="1000,0 1000,113.2 126.4,113.2 126.4,1000 0,1000 0,0"></polygon></g></svg></div></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">We messed up: data URLs in our sync API</h2><p class="text-r8-gray-11 max-w-xl">We've decided to stop returning data URLs in sync API outputs based on feedback from users. We're going to take a few steps back and figure out the best way to get your model output as fast as possible.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>October 31, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/ideogram-v2-inpainting" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/ideogram-v2-inpainting/cover.png" alt="Ideogram v2 is an outstanding new inpainting model"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Ideogram v2 is an outstanding new inpainting model</h2><p class="text-r8-gray-11 max-w-xl">We've partnered with Ideogram to bring their inpainting model to Replicate's API.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>October 22, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/stable-diffusion-3-5-is-here" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/stable-diffusion-3-5-is-here/cover.webp" alt="Stable Diffusion 3.5 is here"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Stable Diffusion 3.5 is here</h2><p class="text-r8-gray-11 max-w-xl">Stability AI's latest text-to-image model is now available on Replicate and you can run it with an API.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>October 22, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/flux-is-fast-and-open-source" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/flux-is-fast/cover.png" alt="FLUX is fast and it's open source"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">FLUX is fast and it's open source</h2><p class="text-r8-gray-11 max-w-xl">FLUX is now much faster on Replicate, and we’ve made our optimizations open-source so you can see exactly how they work and build upon them.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>October 10, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/flux-1-1-pro-is-here" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/flux-1-1-pro-is-here/cover.webp" alt="FLUX1.1 [pro] is here"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">FLUX1.1 [pro] is here</h2><p class="text-r8-gray-11 max-w-xl">Black Forest Labs continue to push boundaries with their latest release of FLUX.1 image generation model.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>October 3, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/using-synthetic-data-to-improve-flux-finetunes" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/using-synthetic-data-to-improve-flux-finetunes/cover.jpg" alt="Using synthetic training data to improve Flux finetunes"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Using synthetic training data to improve Flux finetunes</h2><p class="text-r8-gray-11 max-w-xl">It's easy to fine-tune Flux, but sometimes you need to do a little more work to get the best results. This post covers techniques you can use to improve your fine-tuned Flux models.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>September 20, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/fine-tune-flux-with-an-api" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/fine-tune-flux-with-an-api/cover.jpg" alt="Fine-tune FLUX.1 with an API"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Fine-tune FLUX.1 with an API</h2><p class="text-r8-gray-11 max-w-xl">Create and run your own fine-tuned Flux models programmatically using Replicate's HTTP API.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>September 9, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/fine-tune-flux-with-faces" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/fine-tune-flux-with-faces/cover.jpg" alt="Fine-tune FLUX.1 to create images of yourself"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Fine-tune FLUX.1 to create images of yourself</h2><p class="text-r8-gray-11 max-w-xl">Create your own fine-tuned Flux model to generate new images of yourself.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>August 30, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/replicate-intelligence-2024-08-23" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><div class="h-full flex items-center justify-center"><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" viewBox="0 0 1000 1000" fill="currentColor" class="w-8 h-8 undefined" preserveAspectRatio="none"><title>Replicate logo</title><g><polygon points="1000,427.6 1000,540.6 603.4,540.6 603.4,1000 477,1000 477,427.6"></polygon><polygon points="1000,213.8 1000,327 364.8,327 364.8,1000 238.4,1000 238.4,213.8"></polygon><polygon points="1000,0 1000,113.2 126.4,113.2 126.4,1000 0,1000 0,0"></polygon></g></svg></div></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Replicate Intelligence #12</h2><p class="text-r8-gray-11 max-w-xl">Flux LoRAs, Hot Zuck, and Replicate on Lex Fridman</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>August 23, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/replicate-intelligence-2024-08-16" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><div class="h-full flex items-center justify-center"><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" viewBox="0 0 1000 1000" fill="currentColor" class="w-8 h-8 undefined" preserveAspectRatio="none"><title>Replicate logo</title><g><polygon points="1000,427.6 1000,540.6 603.4,540.6 603.4,1000 477,1000 477,427.6"></polygon><polygon points="1000,213.8 1000,327 364.8,327 364.8,1000 238.4,1000 238.4,213.8"></polygon><polygon points="1000,0 1000,113.2 126.4,113.2 126.4,1000 0,1000 0,0"></polygon></g></svg></div></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Replicate Intelligence #11</h2><p class="text-r8-gray-11 max-w-xl">Fine tune FLUX.1, generative video games, a vision for the metaverse</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>August 16, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/fine-tune-flux" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/fine-tune-flux/cover.jpg" alt="Fine-tune FLUX.1 with your own images"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Fine-tune FLUX.1 with your own images</h2><p class="text-r8-gray-11 max-w-xl">We've added fine-tuning (LoRA) support to FLUX.1 image generation models. You can train FLUX.1 on your own images with one line of code using Replicate's API.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>August 15, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/replicate-intelligence-2024-08-09" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><div class="h-full flex items-center justify-center"><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" viewBox="0 0 1000 1000" fill="currentColor" class="w-8 h-8 undefined" preserveAspectRatio="none"><title>Replicate logo</title><g><polygon points="1000,427.6 1000,540.6 603.4,540.6 603.4,1000 477,1000 477,427.6"></polygon><polygon points="1000,213.8 1000,327 364.8,327 364.8,1000 238.4,1000 238.4,213.8"></polygon><polygon points="1000,0 1000,113.2 126.4,113.2 126.4,1000 0,1000 0,0"></polygon></g></svg></div></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Replicate Intelligence #10</h2><p class="text-r8-gray-11 max-w-xl">Flux developments, Minecraft bot, Streamlit cookbook with Zeke</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>August 9, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/flux-first-impressions" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/flux-first-impressions/library.webp" alt="FLUX.1: First Impressions"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">FLUX.1: First Impressions</h2><p class="text-r8-gray-11 max-w-xl">We explore FLUX.1's unique strengths and aesthetics to see what we can generate.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>August 2, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/replicate-intelligence-2024-08-02" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><div class="h-full flex items-center justify-center"><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" viewBox="0 0 1000 1000" fill="currentColor" class="w-8 h-8 undefined" preserveAspectRatio="none"><title>Replicate logo</title><g><polygon points="1000,427.6 1000,540.6 603.4,540.6 603.4,1000 477,1000 477,427.6"></polygon><polygon points="1000,213.8 1000,327 364.8,327 364.8,1000 238.4,1000 238.4,213.8"></polygon><polygon points="1000,0 1000,113.2 126.4,113.2 126.4,1000 0,1000 0,0"></polygon></g></svg></div></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Replicate Intelligence #9</h2><p class="text-r8-gray-11 max-w-xl">Open source frontier image model, cut objects from videos, new Python web framework from Jeremy Howard</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>August 2, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/flux-state-of-the-art-image-generation" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/flux/cover.jpg" alt="Run FLUX with an API"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Run FLUX with an API</h2><p class="text-r8-gray-11 max-w-xl">FLUX.1 is a new text-to-image model from Black Forest Labs, the creators of Stable Diffusion, that exceeds the capabilities of previous open-source models.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>August 1, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/replicate-intelligence-2024-07-26" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><div class="h-full flex items-center justify-center"><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" viewBox="0 0 1000 1000" fill="currentColor" class="w-8 h-8 undefined" preserveAspectRatio="none"><title>Replicate logo</title><g><polygon points="1000,427.6 1000,540.6 603.4,540.6 603.4,1000 477,1000 477,427.6"></polygon><polygon points="1000,213.8 1000,327 364.8,327 364.8,1000 238.4,1000 238.4,213.8"></polygon><polygon points="1000,0 1000,113.2 126.4,113.2 126.4,1000 0,1000 0,0"></polygon></g></svg></div></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Replicate Intelligence #8</h2><p class="text-r8-gray-11 max-w-xl">A top-tier open-ish language model, new safety classifiers, model search API</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>July 26, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/run-llama-3-1-with-an-api" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/llama-3-api/meta.png" alt="Run Meta Llama 3.1 405B with an API"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Run Meta Llama 3.1 405B with an API</h2><p class="text-r8-gray-11 max-w-xl">Llama 3.1 405B: is the most powerful open-source language model from Meta. Learn how to run it in the cloud with one line of code.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>July 23, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/replicate-intelligence-2024-07-12" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><div class="h-full flex items-center justify-center"><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" viewBox="0 0 1000 1000" fill="currentColor" class="w-8 h-8 undefined" preserveAspectRatio="none"><title>Replicate logo</title><g><polygon points="1000,427.6 1000,540.6 603.4,540.6 603.4,1000 477,1000 477,427.6"></polygon><polygon points="1000,213.8 1000,327 364.8,327 364.8,1000 238.4,1000 238.4,213.8"></polygon><polygon points="1000,0 1000,113.2 126.4,113.2 126.4,1000 0,1000 0,0"></polygon></g></svg></div></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Replicate Intelligence #7</h2><p class="text-r8-gray-11 max-w-xl">Data curation, data generation, data data data</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>July 12, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/replicate-intelligence-2024-06-28" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><div class="h-full flex items-center justify-center"><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" viewBox="0 0 1000 1000" fill="currentColor" class="w-8 h-8 undefined" preserveAspectRatio="none"><title>Replicate logo</title><g><polygon points="1000,427.6 1000,540.6 603.4,540.6 603.4,1000 477,1000 477,427.6"></polygon><polygon points="1000,213.8 1000,327 364.8,327 364.8,1000 238.4,1000 238.4,213.8"></polygon><polygon points="1000,0 1000,113.2 126.4,113.2 126.4,1000 0,1000 0,0"></polygon></g></svg></div></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Replicate Intelligence #6</h2><p class="text-r8-gray-11 max-w-xl">Google's Gemma2 models, language model leaderboard, tips for Stable Diffusion 3</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>June 28, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/replicate-intelligence-2024-06-21" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><div class="h-full flex items-center justify-center"><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" viewBox="0 0 1000 1000" fill="currentColor" class="w-8 h-8 undefined" preserveAspectRatio="none"><title>Replicate logo</title><g><polygon points="1000,427.6 1000,540.6 603.4,540.6 603.4,1000 477,1000 477,427.6"></polygon><polygon points="1000,213.8 1000,327 364.8,327 364.8,1000 238.4,1000 238.4,213.8"></polygon><polygon points="1000,0 1000,113.2 126.4,113.2 126.4,1000 0,1000 0,0"></polygon></g></svg></div></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Replicate Intelligence #5</h2><p class="text-r8-gray-11 max-w-xl">Really good coding model, AI search breakthroughs, Discord support bot</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>June 21, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/get-the-best-from-stable-diffusion-3" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/get-the-best-from-stable-diffusion-3/get-the-best-from-stable-diffusion-3.webp" alt="How to get the best results from Stable Diffusion 3"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">How to get the best results from Stable Diffusion 3</h2><p class="text-r8-gray-11 max-w-xl">We show you how to use Stable Diffusion 3 to get the best images, including new techniques for prompting.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>June 18, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/run-stable-diffusion-3-on-apple-silicon-mac" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/sd3-mac-mps/cover.webp" alt="Run Stable Diffusion 3 on your Apple Silicon Mac"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Run Stable Diffusion 3 on your Apple Silicon Mac</h2><p class="text-r8-gray-11 max-w-xl">A step-by-step guide to generating images with Stable Diffusion 3 on your M-series Mac using MPS acceleration.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>June 18, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/push-a-custom-sd3" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/push-a-custom-sd3/push-a-custom-sd3.webp" alt="Push a custom version of Stable Diffusion 3"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Push a custom version of Stable Diffusion 3</h2><p class="text-r8-gray-11 max-w-xl">Create your own custom version of Stability's latest image generation model and run it on Replicate via the web or API.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>June 14, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/replicate-intelligence-2024-06-14" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><div class="h-full flex items-center justify-center"><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" viewBox="0 0 1000 1000" fill="currentColor" class="w-8 h-8 undefined" preserveAspectRatio="none"><title>Replicate logo</title><g><polygon points="1000,427.6 1000,540.6 603.4,540.6 603.4,1000 477,1000 477,427.6"></polygon><polygon points="1000,213.8 1000,327 364.8,327 364.8,1000 238.4,1000 238.4,213.8"></polygon><polygon points="1000,0 1000,113.2 126.4,113.2 126.4,1000 0,1000 0,0"></polygon></g></svg></div></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Replicate Intelligence #4</h2><p class="text-r8-gray-11 max-w-xl">Find concepts in GPT models, real-time speech to text in the browser, H100s are coming</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>June 14, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/run-sd3-on-comfyui" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/sd3-comfyui-steps/comfyui-sd3.webp" alt="Run Stable Diffusion 3 on your own machine with ComfyUI"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Run Stable Diffusion 3 on your own machine with ComfyUI</h2><p class="text-r8-gray-11 max-w-xl">Copy and paste a few commands into terminal to play with Stable Diffusion 3 on your own GPU-powered machine.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>June 14, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/h100s-are-coming" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/h100s-are-coming/h100s-are-coming.webp" alt="H100s are coming to Replicate"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">H100s are coming to Replicate</h2><p class="text-r8-gray-11 max-w-xl">We'll soon support NVIDIA's H100 GPUs for predictions and training. Let us know if you want early access.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>June 12, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/run-stable-diffusion-3-with-an-api" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/stable-diffusion-3-api/stability-ai.webp" alt="Run Stable Diffusion 3 with an API"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Run Stable Diffusion 3 with an API</h2><p class="text-r8-gray-11 max-w-xl">Stable Diffusion 3 is the latest text-to-image model from Stability, with improved image quality, typography, prompt understanding, and resource efficiency. Learn how to run it in the cloud with one line of code.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>June 12, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/replicate-intelligence-2024-06-07" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><div class="h-full flex items-center justify-center"><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" viewBox="0 0 1000 1000" fill="currentColor" class="w-8 h-8 undefined" preserveAspectRatio="none"><title>Replicate logo</title><g><polygon points="1000,427.6 1000,540.6 603.4,540.6 603.4,1000 477,1000 477,427.6"></polygon><polygon points="1000,213.8 1000,327 364.8,327 364.8,1000 238.4,1000 238.4,213.8"></polygon><polygon points="1000,0 1000,113.2 126.4,113.2 126.4,1000 0,1000 0,0"></polygon></g></svg></div></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Replicate Intelligence #3</h2><p class="text-r8-gray-11 max-w-xl">Garden State Llama, applied LLMs guide, real-time image generation</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>June 7, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/replicate-intelligence-2024-05-31" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><div class="h-full flex items-center justify-center"><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" viewBox="0 0 1000 1000" fill="currentColor" class="w-8 h-8 undefined" preserveAspectRatio="none"><title>Replicate logo</title><g><polygon points="1000,427.6 1000,540.6 603.4,540.6 603.4,1000 477,1000 477,427.6"></polygon><polygon points="1000,213.8 1000,327 364.8,327 364.8,1000 238.4,1000 238.4,213.8"></polygon><polygon points="1000,0 1000,113.2 126.4,113.2 126.4,1000 0,1000 0,0"></polygon></g></svg></div></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Replicate Intelligence #2</h2><p class="text-r8-gray-11 max-w-xl">Faster image generation, AI-powered world simulator, insights on AI dataset complexity</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>May 31, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/replicate-intelligence-2024-05-24" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><div class="h-full flex items-center justify-center"><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" viewBox="0 0 1000 1000" fill="currentColor" class="w-8 h-8 undefined" preserveAspectRatio="none"><title>Replicate logo</title><g><polygon points="1000,427.6 1000,540.6 603.4,540.6 603.4,1000 477,1000 477,427.6"></polygon><polygon points="1000,213.8 1000,327 364.8,327 364.8,1000 238.4,1000 238.4,213.8"></polygon><polygon points="1000,0 1000,113.2 126.4,113.2 126.4,1000 0,1000 0,0"></polygon></g></svg></div></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Replicate Intelligence #1</h2><p class="text-r8-gray-11 max-w-xl">DIY Llama 3 implementation, open-source smart glasses, steering language models with dictionary learning</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>May 24, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/shared-network-vulnerability-disclosure" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><div class="h-full flex items-center justify-center"><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" viewBox="0 0 1000 1000" fill="currentColor" class="w-8 h-8 undefined" preserveAspectRatio="none"><title>Replicate logo</title><g><polygon points="1000,427.6 1000,540.6 603.4,540.6 603.4,1000 477,1000 477,427.6"></polygon><polygon points="1000,213.8 1000,327 364.8,327 364.8,1000 238.4,1000 238.4,213.8"></polygon><polygon points="1000,0 1000,113.2 126.4,113.2 126.4,1000 0,1000 0,0"></polygon></g></svg></div></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Shared network vulnerability disclosure</h2><p class="text-r8-gray-11 max-w-xl"></p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>May 23, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/run-arctic-with-an-api" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/arctic-api/snowflake_arctic.png" alt="Run Snowflake Arctic with an API"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Run Snowflake Arctic with an API</h2><p class="text-r8-gray-11 max-w-xl">Arctic is a new open-source language model from Snowflake. Learn how to run it in the cloud with one line of code.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>April 23, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/run-llama-3-with-an-api" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/llama-3-api/meta.png" alt="Run Meta Llama 3 with an API"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Run Meta Llama 3 with an API</h2><p class="text-r8-gray-11 max-w-xl">Llama 3 is the latest language model from Meta. Learn how to run it in the cloud with one line of code.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>April 18, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/run-codellama-with-an-api" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/codellama/codellama.png" alt="Run Code Llama 70B with an API"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Run Code Llama 70B with an API</h2><p class="text-r8-gray-11 max-w-xl">Code Llama 70B is one of the powerful open-source code generation models. Learn how to run it in the cloud with one line of code.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>January 30, 2024</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/how-to-create-an-ai-narrator" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/ai-narrator/2023-12-01_at_11.58.52.png" alt="How to create an AI narrator for your life"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">How to create an AI narrator for your life</h2><p class="text-r8-gray-11 max-w-xl">Or, how I met a virtual David Attenborough.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>December 6, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/how-to-tune-a-realistic-voice-clone" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/how-to-tune-a-realistic-voice-clone/rvc.jpg" alt="Clone your voice using open-source models"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Clone your voice using open-source models</h2><p class="text-r8-gray-11 max-w-xl">We’ve added fine-tuning for realistic voice cloning (RVC). You can train RVC on your own dataset from a YouTube video with a few lines of code using Replicate's API.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>December 6, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/series-b" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/series-b/goo-logo.jpg" alt="Businesses are building on open-source AI"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Businesses are building on open-source AI</h2><p class="text-r8-gray-11 max-w-xl">We've raised a $40 million Series B led by a16z.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>December 5, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/run-yi-chat-with-api" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/run-yi-chat-with-api/Yi.svg" alt="How to run Yi chat models with an API"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">How to run Yi chat models with an API</h2><p class="text-r8-gray-11 max-w-xl">The Yi series models are large language models trained from scratch by developers at 01.AI. Learn how to run them in the cloud with one line of code.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>November 23, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/replicate-scaffold" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/ready-set-scaffold/scaffold-llama.jpg" alt="Scaffold Replicate apps with one command"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Scaffold Replicate apps with one command</h2><p class="text-r8-gray-11 max-w-xl">We've added a CLI command that makes it easy to get started with Replicate.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>November 22, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/run-bge-embedding-models" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/run-bge-embedding-models/cover.jpg" alt="Using open-source models for faster and cheaper text embeddings"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Using open-source models for faster and cheaper text embeddings</h2><p class="text-r8-gray-11 max-w-xl">An interactive example showing how to embed text using a state-of-the-art embedding model that beats OpenAI's embeddings API on price and performance.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>November 10, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/generate-music-from-chord-progressions-musicgen-chord" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/generate-music-from-chord-progressions-musicgen-chord/cover.png" alt="Generate music from chord progressions and text prompts with MusicGen-Chord"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Generate music from chord progressions and text prompts with MusicGen-Chord</h2><p class="text-r8-gray-11 max-w-xl">We’ve added chord conditioning to Meta’s MusicGen model, so you can create automatic backing tracks in any style using text prompts and chord progressions.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>November 8, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/run-latent-consistency-model-on-mac" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/run-latent-consistency-model-on-mac/cover.webp" alt="Generate images in one second on your Mac using a latent consistency model"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Generate images in one second on your Mac using a latent consistency model</h2><p class="text-r8-gray-11 max-w-xl">How to run a latent consistency model on your M1 or M2 Mac</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>October 25, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/how-to-use-rag-with-chromadb-and-mistral-7b-instruct" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/how-to-use-rag-with-chromadb-and-mistral-7b-instruct/rag-cover-image.webp" alt="How to use retrieval augmented generation with ChromaDB and Mistral"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">How to use retrieval augmented generation with ChromaDB and Mistral</h2><p class="text-r8-gray-11 max-w-xl">In this post we'll explore the basics of retrieval augmented generation by creating an example app that uses bge-large-en for embeddings, ChromaDB for vector store, and mistral-7b-instruct for language model generation.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>October 17, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/fine-tune-musicgen" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/fine-tune-musicgen/fine-tune-musicgen.webp" alt="Fine-tune MusicGen to generate music in any style"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Fine-tune MusicGen to generate music in any style</h2><p class="text-r8-gray-11 max-w-xl">We’ve added fine-tuning support to MusicGen. You can train the small, medium and melody models on your own audio files using Replicate.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>October 13, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/llama-2-grammars" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/llama-2-grammars/llama2-grammar.webp" alt="Jet-setting with Llama 2 + Grammars"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Jet-setting with Llama 2 + Grammars</h2><p class="text-r8-gray-11 max-w-xl">How to use Llama 2 models with grammars for information extraction tasks.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>October 9, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/run-mistral-7b-with-api" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/demystifying-mistral-7b/mistral_box.jpeg" alt="How to run Mistral 7B with an API"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">How to run Mistral 7B with an API</h2><p class="text-r8-gray-11 max-w-xl">Mistral 7B is an open-source large language model. Learn what it's good at and how to run it in the cloud with one line of code.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>October 6, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/animatediff-interpolator" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/animatediff-interpolator/animatediff.webp" alt="Make smooth AI generated videos with AnimateDiff and an interpolator"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Make smooth AI generated videos with AnimateDiff and an interpolator</h2><p class="text-r8-gray-11 max-w-xl">Combine AnimateDiff and the ST-MFNet frame interpolator to create smooth and realistic videos from a text prompt</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>October 4, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/fine-tune-cold-boots" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/fine-tune-cold-boots/fast-llamas.webp" alt="Fine-tuned models now boot in less than one second"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Fine-tuned models now boot in less than one second</h2><p class="text-r8-gray-11 max-w-xl">We've made some dramatic improvements to cold boots for fine-tuned models.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>September 6, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/painting-with-words-a-history-of-text-to-image-ai" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/painting-with-words-a-history-of-text-to-image-ai/sketch_of_internet_is_a_series_of_tubes_by_Leonardo_da_Vinci.png" alt="Painting with words: a history of text-to-image AI"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Painting with words: a history of text-to-image AI</h2><p class="text-r8-gray-11 max-w-xl">With the recent release of Stable Diffusion XL fine-tuning on Replicate, and today being the 1-year anniversary of Stable Diffusion, now feels like the perfect opportunity to take a step back and reflect on how text-to-image AI has improved over the last few years.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>August 22, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/cutting-prices-in-half" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/cutting-prices-in-half/out-3-1.png" alt="We're cutting our prices in half"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">We're cutting our prices in half</h2><p class="text-r8-gray-11 max-w-xl">The price of public models is being cut in half, and soon we'll start charging new users for setup and idle time on private models.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>August 16, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/how-to-prompt-llama" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/prompt-llama/llama-typing.png" alt="A guide to prompting Llama 2"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">A guide to prompting Llama 2</h2><p class="text-r8-gray-11 max-w-xl">Learn the art of the Llama prompt.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>August 14, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/streaming" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/streaming/streaming.jpg" alt="Streaming output for language models"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Streaming output for language models</h2><p class="text-r8-gray-11 max-w-xl">Our API now supports server-sent event streams for language models. Learn how to use them to make your apps more responsive.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>August 14, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/fine-tune-sdxl" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/fine-tune-sdxl/out-3-8.png" alt="Fine-tune SDXL with your own images"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Fine-tune SDXL with your own images</h2><p class="text-r8-gray-11 max-w-xl">We’ve added fine-tuning (Dreambooth, Textual Inversion and LoRA) support to SDXL 1.0. You can train SDXL on your own images with one line of code using the Replicate API.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>August 8, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/run-llama-2-with-an-api" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/llama-api/llama-clouds.png" alt="Run Llama 2 with an API"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Run Llama 2 with an API</h2><p class="text-r8-gray-11 max-w-xl">Llama 2 is the first open source language model of the same caliber as OpenAI’s models. Learn how to run it in the cloud with one line of code.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>July 27, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/run-sdxl-with-an-api" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/run-sdxl-with-an-api/astronaut-riding-unicorn.webp" alt="Run SDXL with an API"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Run SDXL with an API</h2><p class="text-r8-gray-11 max-w-xl">How to run Stable Diffusion XL 1.0 using the Replicate API</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>July 26, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/run-llama-locally" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/run-llama-locally/llama-captain.jpg" alt="A comprehensive guide to running Llama 2 locally"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">A comprehensive guide to running Llama 2 locally</h2><p class="text-r8-gray-11 max-w-xl">How to run Llama 2 on Mac, Linux, Windows, and your phone.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>July 22, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/fine-tune-llama-2" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/fine-tune-llama-2/llama-salon.png" alt="Fine-tune Llama 2 on Replicate"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Fine-tune Llama 2 on Replicate</h2><p class="text-r8-gray-11 max-w-xl">So you want to train a llama...</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>July 20, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/llama-2-roundup" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/llama-2-roundup/llama2.jpg" alt="What happened with Llama 2 in the last 24 hours? 🦙"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">What happened with Llama 2 in the last 24 hours? 🦙</h2><p class="text-r8-gray-11 max-w-xl">A roundup of recent developments from the llamaverse following the second major release of Meta's open-source large language model.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>July 19, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/turn-your-llm-into-a-poet" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/poet/poet.jpg" alt="Make any large language model a better poet"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Make any large language model a better poet</h2><p class="text-r8-gray-11 max-w-xl">Prompt engineering and training are often the first solutions we reach for to improve language model behavior, but they're not the only way.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>May 26, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/new-status-page" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/status-page/nines.jpg" alt="Status page"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Status page</h2><p class="text-r8-gray-11 max-w-xl">We've added a status page to provide real-time updates on the health of Replicate.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>May 18, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/language-model-roundup" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/language-model-roundup/language-model-roundup.jpg" alt="Language model roundup, April 2023"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Language model roundup, April 2023</h2><p class="text-r8-gray-11 max-w-xl">A roundup of recent developments from the world of open-source language models.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>April 21, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/autocog" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/autocog/autocog.png" alt="AutoCog — Generate Cog configuration with GPT-4"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">AutoCog — Generate Cog configuration with GPT-4</h2><p class="text-r8-gray-11 max-w-xl">Give it a machine learning directory and AutoCog will create predict.py and cog.yaml until it successfully runs a prediction</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>April 19, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/language-models" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/language-models/out-2.png" alt="Language models are on Replicate"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Language models are on Replicate</h2><p class="text-r8-gray-11 max-w-xl"></p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>April 5, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/fine-tune-alpaca-with-lora" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/fine-tune-alpaca-with-lora/alpaca-lora.jpg" alt="How to use Alpaca-LoRA to fine-tune a model like ChatGPT"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">How to use Alpaca-LoRA to fine-tune a model like ChatGPT</h2><p class="text-r8-gray-11 max-w-xl"></p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>March 23, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/llama-roundup" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/llama-roundup/llama-astronaut.jpg" alt="Week 3 of LLaMA 🦙"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Week 3 of LLaMA 🦙</h2><p class="text-r8-gray-11 max-w-xl">A roundup of recent developments from the llamaverse.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>March 18, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/fine-tune-llama-to-speak-like-homer-simpson" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/homer/robot-homer.webp" alt="Fine-tune LLaMA to speak like Homer Simpson"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Fine-tune LLaMA to speak like Homer Simpson</h2><p class="text-r8-gray-11 max-w-xl">With a small amount of data and an hour of training you can make LLaMA output text in the voice of the dataset.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>March 17, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/replicate-alpaca" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/replicate-alpaca/party-alpaca.png" alt="Train and run Stanford Alpaca on your own machine"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Train and run Stanford Alpaca on your own machine</h2><p class="text-r8-gray-11 max-w-xl">We'll show you how to train Alpaca, a fine-tuned version of LLaMA that can respond to instructions like ChatGPT.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>March 16, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/machine-learning-needs-better-tools" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/machine-learning-is-just-software/cover.png" alt="Machine learning needs better tools"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Machine learning needs better tools</h2><p class="text-r8-gray-11 max-w-xl">Lots of people want to build things with machine learning, but they don't have the expertise to use it.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>February 21, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/lora-faster-fine-tuning-of-stable-diffusion" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/lora-api/lora-api.png" alt="Introducing LoRA: A faster way to fine-tune Stable Diffusion"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Introducing LoRA: A faster way to fine-tune Stable Diffusion</h2><p class="text-r8-gray-11 max-w-xl">It's like DreamBooth, but much faster. And you can run it in the cloud on Replicate.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>February 7, 2023</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/dreambooth-api" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/dreambooth-api/Untitled.png" alt="Train and deploy a DreamBooth model on Replicate"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Train and deploy a DreamBooth model on Replicate</h2><p class="text-r8-gray-11 max-w-xl">With just a handful of images and a single API call, you can train a model, publish it to Replicate, and run predictions on it in the cloud.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>November 21, 2022</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/run-stable-diffusion-on-m1-mac" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/run-stable-diffusion-on-m1-mac/grid-0002.png" alt="Run Stable Diffusion on your M1 Mac’s GPU"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Run Stable Diffusion on your M1 Mac’s GPU</h2><p class="text-r8-gray-11 max-w-xl">How to run Stable Diffusion locally so you can hack on it</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>August 31, 2022</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/run-stable-diffusion-with-an-api" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/run-stable-diffusion-with-an-api/out-0-3.png" alt="Run Stable Diffusion with an API"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Run Stable Diffusion with an API</h2><p class="text-r8-gray-11 max-w-xl">How to use Replicate to integrate Stable Diffusion into hacks, apps, and projects</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>August 29, 2022</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/build-a-robot-artist-for-your-discord-server-with-stable-diffusion" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><img class="object-cover w-full h-full" src="/assets/blog/discord-bot/dreaming-of-rabbits.png" alt="Build a robot artist for your Discord server with Stable Diffusion, Replicate, and Fly.io"/></div></div><div class="flex-1 min-w-0"><div class="flex flex-col justify-between h-full min-h-0"><div class="flex-1"><h2 class="text-r8-2xl text-balance font-heading font-semibold mb-0.5 group-hover:underline">Build a robot artist for your Discord server with Stable Diffusion, Replicate, and Fly.io</h2><p class="text-r8-gray-11 max-w-xl">A tutorial for building a chat bot that replies to prompts with the output of a text-to-image model.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>August 25, 2022</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" href="/blog/uncanny-spaces" data-discover="true"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><div 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You can train RVC on your own dataset from a YouTube video with a few lines of code using Replicate's API.\",\"assets/blog/how-to-tune-a-realistic-voice-clone/rvc.jpg\",[34,58],{\"_24\":349,\"_26\":350,\"_28\":351,\"_30\":352,\"_32\":353,\"_38\":354,\"_40\":355,\"_42\":43},\"series-b\",\"Businesses are building on open-source AI\",\"We've raised a $40 million Series B led by a16z.\",\"assets/blog/series-b/goo-logo.jpg\",[37],\"2023-12-05T00:00:00.000Z\",\"December 5, 2023\",{\"_24\":357,\"_26\":358,\"_28\":359,\"_30\":360,\"_32\":361,\"_38\":363,\"_40\":364,\"_42\":43},\"run-yi-chat-with-api\",\"How to run Yi chat models with an API\",\"The Yi series models are large language models trained from scratch by developers at 01.AI. Learn how to run them in the cloud with one line of code.\",\"assets/blog/run-yi-chat-with-api/Yi.svg\",[362],\"nateraw\",\"2023-11-23T00:00:00.000Z\",\"November 23, 2023\",{\"_24\":366,\"_26\":367,\"_28\":368,\"_30\":369,\"_32\":370,\"_38\":373,\"_40\":374,\"_42\":43},\"replicate-scaffold\",\"Scaffold Replicate apps with one command\",\"We've added a CLI command that makes it easy to get started with Replicate.\",\"assets/blog/ready-set-scaffold/scaffold-llama.jpg\",[371,372],\"jakedahn\",\"mattrothenberg\",\"2023-11-22T00:00:00.000Z\",\"November 22, 2023\",{\"_24\":376,\"_26\":377,\"_28\":378,\"_30\":379,\"_32\":380,\"_38\":381,\"_40\":382,\"_42\":43},\"run-bge-embedding-models\",\"Using open-source models for faster and cheaper text embeddings\",\"An interactive example showing how to embed text using a state-of-the-art embedding model that beats OpenAI's embeddings API on price and performance.\",\"assets/blog/run-bge-embedding-models/cover.jpg\",[362],\"2023-11-10T00:00:00.000Z\",\"November 10, 2023\",{\"_24\":384,\"_26\":385,\"_28\":386,\"_30\":387,\"_32\":388,\"_38\":390,\"_40\":391,\"_42\":43},\"generate-music-from-chord-progressions-musicgen-chord\",\"Generate music from chord progressions and text prompts with MusicGen-Chord\",\"We’ve added chord conditioning to Meta’s MusicGen model, so you can create automatic backing tracks in any style using text prompts and chord progressions.\",\"assets/blog/generate-music-from-chord-progressions-musicgen-chord/cover.png\",[389],\"sakemin\",\"2023-11-08T00:00:00.000Z\",\"November 8, 2023\",{\"_24\":393,\"_26\":394,\"_28\":395,\"_30\":396,\"_32\":397,\"_38\":398,\"_40\":399,\"_42\":43},\"run-latent-consistency-model-on-mac\",\"Generate images in one second on your Mac using a latent consistency model\",\"How to run a latent consistency model on your M1 or M2 Mac\",\"assets/blog/run-latent-consistency-model-on-mac/cover.webp\",[58],\"2023-10-25T00:00:00.000Z\",\"October 25, 2023\",{\"_24\":401,\"_26\":402,\"_28\":403,\"_30\":404,\"_32\":405,\"_38\":406,\"_40\":407,\"_42\":43},\"how-to-use-rag-with-chromadb-and-mistral-7b-instruct\",\"How to use retrieval augmented generation with ChromaDB and Mistral\",\"In this post we'll explore the basics of retrieval augmented generation by creating an example app that uses bge-large-en for embeddings, ChromaDB for vector store, and mistral-7b-instruct for language model generation.\",\"assets/blog/how-to-use-rag-with-chromadb-and-mistral-7b-instruct/rag-cover-image.webp\",[371],\"2023-10-17T00:00:00.000Z\",\"October 17, 2023\",{\"_24\":409,\"_26\":410,\"_28\":411,\"_30\":412,\"_32\":413,\"_38\":414,\"_40\":415,\"_42\":43},\"fine-tune-musicgen\",\"Fine-tune MusicGen to generate music in any style\",\"We’ve added fine-tuning support to MusicGen. You can train the small, medium and melody models on your own audio files using Replicate.\",\"assets/blog/fine-tune-musicgen/fine-tune-musicgen.webp\",[58,389],\"2023-10-13T00:00:00.000Z\",\"October 13, 2023\",{\"_24\":417,\"_26\":418,\"_28\":419,\"_30\":420,\"_32\":421,\"_38\":423,\"_40\":424,\"_42\":43},\"llama-2-grammars\",\"Jet-setting with Llama 2 + Grammars\",\"How to use Llama 2 models with grammars for information extraction tasks.\",\"assets/blog/llama-2-grammars/llama2-grammar.webp\",[422],\"mattt\",\"2023-10-09T00:00:00.000Z\",\"October 9, 2023\",{\"_24\":426,\"_26\":427,\"_28\":428,\"_30\":429,\"_32\":430,\"_38\":432,\"_40\":433,\"_42\":43},\"run-mistral-7b-with-api\",\"How to run Mistral 7B with an API\",\"Mistral 7B is an open-source large language model. Learn what it's good at and how to run it in the cloud with one line of code.\",\"assets/blog/demystifying-mistral-7b/mistral_box.jpeg\",[431,35],\"daanelson\",\"2023-10-06T00:00:00.000Z\",\"October 6, 2023\",{\"_24\":435,\"_26\":436,\"_28\":437,\"_30\":438,\"_32\":439,\"_38\":440,\"_40\":441,\"_42\":43},\"animatediff-interpolator\",\"Make smooth AI generated videos with AnimateDiff and an interpolator\",\"Combine AnimateDiff and the ST-MFNet frame interpolator to create smooth and realistic videos from a text prompt\",\"assets/blog/animatediff-interpolator/animatediff.webp\",[58,34],\"2023-10-04T00:00:00.000Z\",\"October 4, 2023\",{\"_24\":443,\"_26\":444,\"_28\":445,\"_30\":446,\"_32\":447,\"_38\":448,\"_40\":449,\"_42\":43},\"fine-tune-cold-boots\",\"Fine-tuned models now boot in less than one second\",\"We've made some dramatic improvements to cold boots for fine-tuned models.\",\"assets/blog/fine-tune-cold-boots/fast-llamas.webp\",[100],\"2023-09-06T00:00:00.000Z\",\"September 6, 2023\",{\"_24\":451,\"_26\":452,\"_28\":453,\"_30\":454,\"_32\":455,\"_38\":456,\"_40\":457,\"_42\":43},\"painting-with-words-a-history-of-text-to-image-ai\",\"Painting with words: a history of text-to-image AI\",\"With the recent release of Stable Diffusion XL fine-tuning on Replicate, and today being the 1-year anniversary of Stable Diffusion, now feels like the perfect opportunity to take a step back and reflect on how text-to-image AI has improved over the last few years.\",\"assets/blog/painting-with-words-a-history-of-text-to-image-ai/sketch_of_internet_is_a_series_of_tubes_by_Leonardo_da_Vinci.png\",[371],\"2023-08-22T00:00:00.000Z\",\"August 22, 2023\",{\"_24\":459,\"_26\":460,\"_28\":461,\"_30\":462,\"_32\":463,\"_38\":464,\"_40\":465,\"_42\":43},\"cutting-prices-in-half\",\"We're cutting our prices in half\",\"The price of public models is being cut in half, and soon we'll start charging new users for setup and idle time on private models.\",\"assets/blog/cutting-prices-in-half/out-3-1.png\",[37],\"2023-08-16T00:00:00.000Z\",\"August 16, 2023\",{\"_24\":467,\"_26\":468,\"_28\":469,\"_30\":470,\"_32\":471,\"_38\":472,\"_40\":473,\"_42\":43},\"how-to-prompt-llama\",\"A guide to prompting Llama 2\",\"Learn the art of the Llama prompt.\",\"assets/blog/prompt-llama/llama-typing.png\",[282],\"2023-08-14T00:00:00.000Z\",\"August 14, 2023\",{\"_24\":475,\"_26\":476,\"_28\":477,\"_30\":478,\"_32\":479,\"_38\":472,\"_40\":473,\"_42\":43},\"streaming\",\"Streaming output for language models\",\"Our API now supports server-sent event streams for language models. Learn how to use them to make your apps more responsive.\",\"assets/blog/streaming/streaming.jpg\",[35],{\"_24\":481,\"_26\":482,\"_28\":483,\"_30\":484,\"_32\":485,\"_38\":488,\"_40\":489,\"_42\":43},\"fine-tune-sdxl\",\"Fine-tune SDXL with your own images\",\"We’ve added fine-tuning (Dreambooth, Textual Inversion and LoRA) support to SDXL 1.0. You can train SDXL on your own images with one line of code using the Replicate API.\",\"assets/blog/fine-tune-sdxl/out-3-8.png\",[100,486,487,431],\"anotherjesse\",\"cloneofsimo\",\"2023-08-08T00:00:00.000Z\",\"August 8, 2023\",{\"_24\":491,\"_26\":492,\"_28\":493,\"_30\":494,\"_32\":495,\"_38\":497,\"_40\":498,\"_42\":43},\"run-llama-2-with-an-api\",\"Run Llama 2 with an API\",\"Llama 2 is the first open source language model of the same caliber as OpenAI’s models. Learn how to run it in the cloud with one line of code.\",\"assets/blog/llama-api/llama-clouds.png\",[496],\"joehoover\",\"2023-07-27T00:00:00.000Z\",\"July 27, 2023\",{\"_24\":500,\"_26\":501,\"_28\":502,\"_30\":503,\"_32\":504,\"_38\":505,\"_40\":506,\"_42\":43},\"run-sdxl-with-an-api\",\"Run SDXL with an API\",\"How to run Stable Diffusion XL 1.0 using the Replicate API\",\"assets/blog/run-sdxl-with-an-api/astronaut-riding-unicorn.webp\",[58],\"2023-07-26T00:00:00.000Z\",\"July 26, 2023\",{\"_24\":508,\"_26\":509,\"_28\":510,\"_30\":511,\"_32\":512,\"_38\":513,\"_40\":514,\"_42\":43},\"run-llama-locally\",\"A comprehensive guide to running Llama 2 locally\",\"How to run Llama 2 on Mac, Linux, Windows, and your phone.\",\"assets/blog/run-llama-locally/llama-captain.jpg\",[35],\"2023-07-22T00:00:00.000Z\",\"July 22, 2023\",{\"_24\":516,\"_26\":517,\"_28\":518,\"_30\":519,\"_32\":520,\"_38\":521,\"_40\":522,\"_42\":43},\"fine-tune-llama-2\",\"Fine-tune Llama 2 on Replicate\",\"So you want to train a llama...\",\"assets/blog/fine-tune-llama-2/llama-salon.png\",[282],\"2023-07-20T00:00:00.000Z\",\"July 20, 2023\",{\"_24\":524,\"_26\":525,\"_28\":526,\"_30\":527,\"_32\":528,\"_38\":529,\"_40\":530,\"_42\":43},\"llama-2-roundup\",\"What happened with Llama 2 in the last 24 hours? 🦙\",\"A roundup of recent developments from the llamaverse following the second major release of Meta's open-source large language model.\",\"assets/blog/llama-2-roundup/llama2.jpg\",[282,35],\"2023-07-19T00:00:00.000Z\",\"July 19, 2023\",{\"_24\":532,\"_26\":533,\"_28\":534,\"_30\":535,\"_32\":536,\"_38\":537,\"_40\":538,\"_42\":43},\"turn-your-llm-into-a-poet\",\"Make any large language model a better poet\",\"Prompt engineering and training are often the first solutions we reach for to improve language model behavior, but they're not the only way.\",\"assets/blog/poet/poet.jpg\",[496],\"2023-05-26T00:00:00.000Z\",\"May 26, 2023\",{\"_24\":540,\"_26\":541,\"_28\":542,\"_30\":543,\"_32\":544,\"_38\":545,\"_40\":546,\"_42\":43},\"new-status-page\",\"Status page\",\"We've added a status page to provide real-time updates on the health of Replicate.\",\"assets/blog/status-page/nines.jpg\",[90,35],\"2023-05-18T00:00:00.000Z\",\"May 18, 2023\",{\"_24\":548,\"_26\":549,\"_28\":550,\"_30\":551,\"_32\":552,\"_38\":553,\"_40\":554,\"_42\":43},\"language-model-roundup\",\"Language model roundup, April 2023\",\"A roundup of recent developments from the world of open-source language models.\",\"assets/blog/language-model-roundup/language-model-roundup.jpg\",[496,422,35],\"2023-04-21T00:00:00.000Z\",\"April 21, 2023\",{\"_24\":556,\"_26\":557,\"_28\":558,\"_30\":559,\"_32\":560,\"_38\":561,\"_40\":562,\"_42\":43},\"autocog\",\"AutoCog — Generate Cog configuration with GPT-4\",\"Give it a machine learning directory and AutoCog will create predict.py and cog.yaml until it successfully runs a prediction\",\"assets/blog/autocog/autocog.png\",[100],\"2023-04-19T00:00:00.000Z\",\"April 19, 2023\",{\"_24\":564,\"_26\":565,\"_28\":14,\"_30\":566,\"_32\":567,\"_38\":568,\"_40\":569,\"_42\":43},\"language-models\",\"Language models are on Replicate\",\"assets/blog/language-models/out-2.png\",[37],\"2023-04-05T00:00:00.000Z\",\"April 5, 2023\",{\"_24\":571,\"_26\":572,\"_28\":14,\"_30\":573,\"_32\":574,\"_38\":575,\"_40\":576,\"_42\":43},\"fine-tune-alpaca-with-lora\",\"How to use Alpaca-LoRA to fine-tune a model like ChatGPT\",\"assets/blog/fine-tune-alpaca-with-lora/alpaca-lora.jpg\",[100,431,35],\"2023-03-23T00:00:00.000Z\",\"March 23, 2023\",{\"_24\":578,\"_26\":579,\"_28\":580,\"_30\":581,\"_32\":582,\"_38\":583,\"_40\":584,\"_42\":43},\"llama-roundup\",\"Week 3 of LLaMA 🦙\",\"A roundup of recent developments from the llamaverse.\",\"assets/blog/llama-roundup/llama-astronaut.jpg\",[35],\"2023-03-18T00:00:00.000Z\",\"March 18, 2023\",{\"_24\":586,\"_26\":587,\"_28\":588,\"_30\":589,\"_32\":590,\"_38\":591,\"_40\":592,\"_42\":43},\"fine-tune-llama-to-speak-like-homer-simpson\",\"Fine-tune LLaMA to speak like Homer Simpson\",\"With a small amount of data and an hour of training you can make LLaMA output text in the voice of the dataset.\",\"assets/blog/homer/robot-homer.webp\",[37],\"2023-03-17T00:00:00.000Z\",\"March 17, 2023\",{\"_24\":594,\"_26\":595,\"_28\":596,\"_30\":597,\"_32\":598,\"_38\":599,\"_40\":600,\"_42\":43},\"replicate-alpaca\",\"Train and run Stanford Alpaca on your own machine\",\"We'll show you how to train Alpaca, a fine-tuned version of LLaMA that can respond to instructions like ChatGPT.\",\"assets/blog/replicate-alpaca/party-alpaca.png\",[35],\"2023-03-16T00:00:00.000Z\",\"March 16, 2023\",{\"_24\":602,\"_26\":603,\"_28\":604,\"_30\":605,\"_32\":606,\"_38\":607,\"_40\":608,\"_42\":43},\"machine-learning-needs-better-tools\",\"Machine learning needs better tools\",\"Lots of people want to build things with machine learning, but they don't have the expertise to use it.\",\"assets/blog/machine-learning-is-just-software/cover.png\",[37],\"2023-02-21T00:00:00.000Z\",\"February 21, 2023\",{\"_24\":610,\"_26\":611,\"_28\":612,\"_30\":613,\"_32\":614,\"_38\":615,\"_40\":616,\"_42\":43},\"lora-faster-fine-tuning-of-stable-diffusion\",\"Introducing LoRA: A faster way to fine-tune Stable Diffusion\",\"It's like DreamBooth, but much faster. And you can run it in the cloud on Replicate.\",\"assets/blog/lora-api/lora-api.png\",[487,100,486,35],\"2023-02-07T00:00:00.000Z\",\"February 7, 2023\",{\"_24\":618,\"_26\":619,\"_28\":620,\"_30\":621,\"_32\":622,\"_38\":623,\"_40\":624,\"_42\":43},\"dreambooth-api\",\"Train and deploy a DreamBooth model on Replicate\",\"With just a handful of images and a single API call, you can train a model, publish it to Replicate, and run predictions on it in the cloud.\",\"assets/blog/dreambooth-api/Untitled.png\",[37,35],\"2022-11-21T00:00:00.000Z\",\"November 21, 2022\",{\"_24\":626,\"_26\":627,\"_28\":628,\"_30\":629,\"_32\":630,\"_38\":631,\"_40\":632,\"_42\":43},\"run-stable-diffusion-on-m1-mac\",\"Run Stable Diffusion on your M1 Mac’s GPU\",\"How to run Stable Diffusion locally so you can hack on it\",\"assets/blog/run-stable-diffusion-on-m1-mac/grid-0002.png\",[37],\"2022-08-31T00:00:00.000Z\",\"August 31, 2022\",{\"_24\":634,\"_26\":635,\"_28\":636,\"_30\":637,\"_32\":638,\"_38\":639,\"_40\":640,\"_42\":43},\"run-stable-diffusion-with-an-api\",\"Run Stable Diffusion with an API\",\"How to use Replicate to integrate Stable Diffusion into hacks, apps, and projects\",\"assets/blog/run-stable-diffusion-with-an-api/out-0-3.png\",[35],\"2022-08-29T00:00:00.000Z\",\"August 29, 2022\",{\"_24\":642,\"_26\":643,\"_28\":644,\"_30\":645,\"_32\":646,\"_38\":648,\"_40\":649,\"_42\":43},\"build-a-robot-artist-for-your-discord-server-with-stable-diffusion\",\"Build a robot artist for your Discord server with Stable Diffusion, Replicate, and Fly.io\",\"A tutorial for building a chat bot that replies to prompts with the output of a text-to-image model.\",\"assets/blog/discord-bot/dreaming-of-rabbits.png\",[647,91,37],\"zeke,\",\"2022-08-25T00:00:00.000Z\",\"August 25, 2022\",{\"_24\":651,\"_26\":652,\"_28\":653,\"_30\":-7,\"_32\":654,\"_38\":656,\"_40\":657,\"_42\":43},\"uncanny-spaces\",\"Join us at Uncanny Spaces\",\"We're bringing people together to explore what's being created with machine learning.\",[655],\"rossjillian\",\"2022-08-11T00:00:00.000Z\",\"August 11, 2022\",{\"_24\":659,\"_26\":660,\"_28\":661,\"_30\":-7,\"_32\":662,\"_38\":664,\"_40\":665,\"_42\":43},\"grab-hundreds-of-images-with-clip-and-laion\",\"Automating image collection\",\"Using CLIP and LAION5B to collect thousands of captioned images.\",[663],\"afiaka87\",\"2022-08-05T00:00:00.000Z\",\"August 5, 2022\",{\"_24\":667,\"_26\":668,\"_28\":669,\"_30\":-7,\"_32\":670,\"_38\":671,\"_40\":672,\"_42\":43},\"exploring-text-to-image-models\",\"Exploring text to image models\",\"The basics of using the API to create your own images from text.\",[663,655],\"2022-07-18T00:00:00.000Z\",\"July 18, 2022\",{\"_24\":674,\"_26\":675,\"_28\":676,\"_30\":-7,\"_32\":677,\"_38\":678,\"_40\":679,\"_42\":43},\"model-docs\",\"A new template for model READMEs\",\"Inspired by model cards, we've created templates for documenting models on Replicate.\",[655,35],\"2022-07-05T00:00:00.000Z\",\"July 5, 2022\",{\"_24\":681,\"_26\":682,\"_28\":683,\"_30\":-7,\"_32\":684,\"_38\":685,\"_40\":686,\"_42\":43},\"constraining-clipdraw\",\"Constraining CLIPDraw\",\"An introduction to differentiable programming and the process of refining generative art models.\",[91],\"2022-05-27T00:00:00.000Z\",\"May 27, 2022\",{\"_24\":688,\"_26\":689,\"_28\":690,\"_30\":-7,\"_32\":691,\"_38\":692,\"_40\":693,\"_42\":43},\"hello-world\",\"Hello, world!\",\"We're a small team of engineers and machine learning enthusiasts working to make machine learning more accessible.\",[91,35],\"2022-05-16T00:00:00.000Z\",\"May 16, 2022\",\"routes/blog/index\",\"actionData\",\"errors\"]\n");</script><template id="B:1"></template></div><script>function $RC(a,b){a=document.getElementById(a);b=document.getElementById(b);b.parentNode.removeChild(b);if(a){a=a.previousSibling;var f=a.parentNode,c=a.nextSibling,e=0;do{if(c&&8===c.nodeType){var d=c.data;if("/$"===d)if(0===e)break;else e--;else"$"!==d&&"$?"!==d&&"$!"!==d||e++}d=c.nextSibling;f.removeChild(c);c=d}while(c);for(;b.firstChild;)f.insertBefore(b.firstChild,c);a.data="$";a._reactRetry&&a._reactRetry()}};$RC("B:0","S:0")</script><div hidden id="S:1"><script>window.__reactRouterContext.streamController.close();</script></div><script>$RC("B:1","S:1")</script>