Blog
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How to use Alpaca-LoRA to fine-tune a model like ChatGPTLow-rank adaptation (LoRA) is a technique for fine-tuning models that has some advantages over previous methods:
March 23, 2023
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Fine-tune LLaMA to speak like Homer SimpsonWith a small amount of data and an hour of training you can make LLaMA output text in the voice of the dataset.
March 17, 2023
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Train and run Stanford Alpaca on your own machineWe'll show you how to train Alpaca, a fine-tuned version of LLaMA that can respond to instructions like ChatGPT.
March 16, 2023
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Machine learning needs better toolsLots of people want to build things with machine learning, but they don't have the expertise to use it.
February 21, 2023
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Introducing LoRA: A faster way to fine-tune Stable DiffusionIt's like DreamBooth, but much faster. And you can run it in the cloud on Replicate.
February 7, 2023
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Train and deploy a DreamBooth model on ReplicateWith 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.
November 21, 2022
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Run Stable Diffusion on your M1 Mac’s GPUHow to run Stable Diffusion locally so you can hack on it
August 31, 2022
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Run Stable Diffusion with an APIHow to use Replicate to integrate Stable Diffusion into hacks, apps, and projects
August 29, 2022
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Build a robot artist for your Discord server with Stable Diffusion, Replicate, and Fly.ioA tutorial for building a chat bot that replies to prompts with the output of a text-to-image model.
August 25, 2022
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Join us at Uncanny Spaces
We're bringing people together to explore what's being created with machine learning.
August 11, 2022
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Automating image collection
Using CLIP and LAION5B to collect thousands of captioned images.
August 5, 2022
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Illustrating the news with AI
Creating a web app to illustrate news headlines with AI-generated visualizations
July 28, 2022
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Exploring text to image models
The basics of using the API to create your own images from text.
July 18, 2022
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A new template for model READMEs
Inspired by model cards, we've created templates for documenting models on Replicate.
July 5, 2022
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Constraining CLIPDraw
An introduction to differentiable programming and the process of refining generative art models.
May 27, 2022
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Hello, world!
We're a small team of engineers and machine learning enthusiasts working to make machine learning more accessible.
May 16, 2022