All repositories

Open models & inferenceEleutherAI

pythia

A suite of eight models of different sizes trained on identical data, with 154 saved checkpoints each. It exists to study how a model learns and when knowledge appears in it.

Who it is for

For researchers of interpretability and training dynamics.

How to start

  1. Install transformers and load EleutherAI/pythia-70m-deduped with GPTNeoXForCausalLM.from_pretrained.
  2. Pick a checkpoint with revision="step3000".
  3. Generate text: model.generate(**inputs).

Steps are taken from the README. Check the current version in the repository before running them.

Stars over the last 30 days

+38Sep 7 — Oct 6
2,9182,956

Author's description

The hub for EleutherAI's work on interpretability and learning dynamics

ollama

ollama

The easiest way to run an open model on your own machine: one command downloads and starts it, plus a local REST API and libraries for Python and JavaScript.

182Kstars+2.5K in 30 dGo

huggingface

transformers

The core library for working with models: one codebase for text, vision, audio and multimodal tasks, for both inference and training. Most new open models ship through it.

167Kstars+2.4K in 30 dPython

open-webui

open-webui

A self-hosted ChatGPT-style interface that connects to Ollama and any OpenAI-compatible API. Installs with a single Docker command and runs on your own server.

154Kstars+3.2K in 30 dPython

ggml-org

llama.cpp

A C/C++ engine that runs language models on ordinary hardware: laptops, phones, GPU-less servers. Much of local AI, Ollama included, is built on it.

130Kstars+3.5K in 30 dC++

deepseek-ai

DeepSeek-V3

Repository of the large open DeepSeek-V3 mixture-of-experts model: description, benchmark results and run instructions. It showed an open model can stand next to closed ones.

105Kstars+317 in 30 dPython

pytorch

pytorch

The foundation under most modern neural networks: GPU-accelerated tensors and automatic differentiation, wrapped in ordinary Python. Transformers, Llama and nearly every open model are written on it.

104Kstars+1.1K in 30 dPython