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🦜🔗 Build context-aware reasoning applications
A latent text-to-image diffusion model
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Python Data Science Handbook: full text in Jupyter Notebooks
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
🔊 Text-Prompted Generative Audio Model
A programming framework for agentic AI 🤖
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
A game theoretic approach to explain the output of any machine learning model.
The fastai book, published as Jupyter Notebooks
A guidance language for controlling large language models.
Instruct-tune LLaMA on consumer hardware
Data and code behind the articles and graphics at FiveThirtyEight
StableLM: Stability AI Language Models
This repository contains the source code for the paper First Order Motion Model for Image Animation
A multi-voice TTS system trained with an emphasis on quality
Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting…
High-Resolution Image Synthesis with Latent Diffusion Models
PRML algorithms implemented in Python
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
QLoRA: Efficient Finetuning of Quantized LLMs
Code release for NeRF (Neural Radiance Fields)
LAVIS - A One-stop Library for Language-Vision Intelligence
Official inference library for Mistral models