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<!DOCTYPE html><html lang="en" class=""><head><meta charSet="utf-8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><title>Replicate - Blog</title><meta name="description" content="Follow Replicate’s blog for product updates and feature announcements."/><meta name="og:description" content="Follow Replicate’s blog for product updates and feature announcements."/><meta name="color-scheme" content="dark light"/><script> (() => { const theme = window.matchMedia("(prefers-color-scheme: light)").matches ? 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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" data-discover="true" href="/blog/fast-flux-fine-tunes"><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" data-discover="true" href="/blog/flux-tools"><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" data-discover="true" href="/blog/nvidia-l40s-gpus-are-here"><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" data-discover="true" href="/blog/data-urls-in-our-sync-api"><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" data-discover="true" href="/blog/ideogram-v2-inpainting"><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" data-discover="true" href="/blog/stable-diffusion-3-5-is-here"><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" data-discover="true" href="/blog/flux-is-fast-and-open-source"><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" data-discover="true" href="/blog/flux-1-1-pro-is-here"><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" data-discover="true" href="/blog/using-synthetic-data-to-improve-flux-finetunes"><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" data-discover="true" href="/blog/fine-tune-flux-with-an-api"><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" data-discover="true" href="/blog/fine-tune-flux-with-faces"><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" data-discover="true" href="/blog/replicate-intelligence-2024-08-23"><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" data-discover="true" href="/blog/replicate-intelligence-2024-08-16"><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" data-discover="true" href="/blog/fine-tune-flux"><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" data-discover="true" href="/blog/replicate-intelligence-2024-08-09"><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" data-discover="true" href="/blog/flux-first-impressions"><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" data-discover="true" href="/blog/replicate-intelligence-2024-08-02"><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" data-discover="true" href="/blog/flux-state-of-the-art-image-generation"><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" data-discover="true" href="/blog/replicate-intelligence-2024-07-26"><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" data-discover="true" href="/blog/run-llama-3-1-with-an-api"><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" data-discover="true" href="/blog/replicate-intelligence-2024-07-12"><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" data-discover="true" href="/blog/replicate-intelligence-2024-06-28"><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" data-discover="true" href="/blog/replicate-intelligence-2024-06-21"><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" data-discover="true" href="/blog/get-the-best-from-stable-diffusion-3"><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" data-discover="true" href="/blog/run-stable-diffusion-3-on-apple-silicon-mac"><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" data-discover="true" href="/blog/push-a-custom-sd3"><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" data-discover="true" href="/blog/replicate-intelligence-2024-06-14"><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" data-discover="true" href="/blog/run-sd3-on-comfyui"><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" data-discover="true" href="/blog/h100s-are-coming"><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" data-discover="true" href="/blog/run-stable-diffusion-3-with-an-api"><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" data-discover="true" href="/blog/replicate-intelligence-2024-06-07"><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" data-discover="true" href="/blog/replicate-intelligence-2024-05-31"><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" data-discover="true" href="/blog/replicate-intelligence-2024-05-24"><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" data-discover="true" href="/blog/shared-network-vulnerability-disclosure"><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" data-discover="true" href="/blog/run-arctic-with-an-api"><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" data-discover="true" href="/blog/run-llama-3-with-an-api"><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" data-discover="true" href="/blog/run-codellama-with-an-api"><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" data-discover="true" href="/blog/how-to-create-an-ai-narrator"><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" data-discover="true" href="/blog/how-to-tune-a-realistic-voice-clone"><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" data-discover="true" href="/blog/series-b"><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" data-discover="true" href="/blog/run-yi-chat-with-api"><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" data-discover="true" href="/blog/replicate-scaffold"><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" data-discover="true" href="/blog/run-bge-embedding-models"><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" data-discover="true" href="/blog/generate-music-from-chord-progressions-musicgen-chord"><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" data-discover="true" href="/blog/run-latent-consistency-model-on-mac"><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" data-discover="true" href="/blog/how-to-use-rag-with-chromadb-and-mistral-7b-instruct"><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" data-discover="true" href="/blog/fine-tune-musicgen"><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" data-discover="true" href="/blog/llama-2-grammars"><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" data-discover="true" href="/blog/run-mistral-7b-with-api"><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" data-discover="true" href="/blog/animatediff-interpolator"><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" data-discover="true" href="/blog/fine-tune-cold-boots"><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" data-discover="true" href="/blog/painting-with-words-a-history-of-text-to-image-ai"><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" data-discover="true" href="/blog/cutting-prices-in-half"><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" data-discover="true" href="/blog/how-to-prompt-llama"><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" data-discover="true" href="/blog/streaming"><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" data-discover="true" href="/blog/fine-tune-sdxl"><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" data-discover="true" href="/blog/run-llama-2-with-an-api"><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" data-discover="true" href="/blog/run-sdxl-with-an-api"><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" data-discover="true" href="/blog/run-llama-locally"><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" data-discover="true" href="/blog/fine-tune-llama-2"><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" data-discover="true" href="/blog/llama-2-roundup"><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" data-discover="true" href="/blog/turn-your-llm-into-a-poet"><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" data-discover="true" href="/blog/new-status-page"><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" data-discover="true" href="/blog/language-model-roundup"><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" data-discover="true" href="/blog/autocog"><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" data-discover="true" href="/blog/language-models"><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" data-discover="true" href="/blog/fine-tune-alpaca-with-lora"><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" data-discover="true" href="/blog/llama-roundup"><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" data-discover="true" href="/blog/fine-tune-llama-to-speak-like-homer-simpson"><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" data-discover="true" href="/blog/replicate-alpaca"><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" data-discover="true" href="/blog/machine-learning-needs-better-tools"><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" data-discover="true" href="/blog/lora-faster-fine-tuning-of-stable-diffusion"><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" data-discover="true" href="/blog/dreambooth-api"><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" data-discover="true" href="/blog/run-stable-diffusion-on-m1-mac"><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" data-discover="true" href="/blog/run-stable-diffusion-with-an-api"><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" data-discover="true" href="/blog/build-a-robot-artist-for-your-discord-server-with-stable-diffusion"><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" data-discover="true" href="/blog/uncanny-spaces"><div class="shrink-0 sm:size-32 md:size-40"><div class="aspect-square bg-r8-gray-6"><div 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text-r8-gray-10"><span>August 11, 2022</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" data-discover="true" href="/blog/grab-hundreds-of-images-with-clip-and-laion"><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 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differentiable programming and the process of refining generative art models.</p></div><div class="pt-4 flex items-center gap-2 text-r8-gray-10"><span>May 27, 2022</span></div></div></div></a></li><li class="py-12"><a class="flex flex-col sm:flex-row gap-4 group" data-discover="true" href="/blog/hello-world"><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 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