How to use Alpaca-LoRA to fine-tune a model like ChatGPT
Low-rank adaptation (LoRA) is a technique for fine-tuning models that has some advantages over previous methods:
March 23, 2023
Week 3 of LLaMA 🦙
A roundup of recent developments from the llamaverse.
March 18, 2023
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.
March 17, 2023
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.
March 16, 2023
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.
February 21, 2023
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.
February 7, 2023
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.
November 21, 2022
Run Stable Diffusion on your M1 Mac’s GPU
How to run Stable Diffusion locally so you can hack on it
August 31, 2022
Run Stable Diffusion with an API
How to use Replicate to integrate Stable Diffusion into hacks, apps, and projects
August 29, 2022
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.
August 25, 2022
Join us at Uncanny Spaces
We're bringing people together to explore what's being created with machine learning.
August 11, 2022
Automating image collection
Using CLIP and LAION5B to collect thousands of captioned images.
August 5, 2022
Illustrating the news with AI
Creating a web app to illustrate news headlines with AI-generated visualizations
July 28, 2022
Exploring text to image models
The basics of using the API to create your own images from text.
July 18, 2022
A new template for model READMEs
Inspired by model cards, we've created templates for documenting models on Replicate.
July 5, 2022
An introduction to differentiable programming and the process of refining generative art models.
May 27, 2022
We're a small team of engineers and machine learning enthusiasts working to make machine learning more accessible.
May 16, 2022