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Machine learning needs better tools

Replicate Blog ⚡ AI Lesson 3y ago

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.

Introducing LoRA: A faster way to fine-tune Stable Diffusion

Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago

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.

Train and deploy a DreamBooth model on Replicate

Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago

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.

Run Stable Diffusion on your M1 Mac’s GPU

Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago

Run Stable Diffusion on your M1 Mac’s GPU

How to run Stable Diffusion locally so you can hack on it

Run Stable Diffusion with an API

Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago

Run Stable Diffusion with an API

How to use Replicate to integrate Stable Diffusion into hacks, apps, and projects

Build a robot artist for your Discord server with Stable Diffusion, Replicate, and Fly.io

Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago

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.

Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago

Join us at Uncanny Spaces

We're bringing people together to explore what's being created with machine learning.

Replicate Blog 👁️ Computer Vision ⚡ AI Lesson 3y ago

Automating image collection

Using CLIP and LAION5B to collect thousands of captioned images.

Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago

Exploring text to image models

The basics of using the API to create your own images from text.

Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago

A new template for model READMEs

Inspired by model cards, we've created templates for documenting models on Replicate.

Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago

Constraining CLIPDraw

An introduction to differentiable programming and the process of refining generative art models.

Replicate Blog ⚡ AI Lesson 3y ago

We're a small team of engineers and machine learning enthusiasts working to make machine learning more accessible.