Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Examples and guides for using the OpenAI API

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.

Google Research

A game theoretic approach to explain the output of any machine learning model.

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

A guidance language for controlling large language models.

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Get started with building Fullstack Agents using Gemini 2.5 and LangGraph

Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

StableLM: Stability AI Language Models

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

✔（已完结）最全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】

LAVIS - A One-stop Library for Language-Vision Intelligence

QLoRA: Efficient Finetuning of Quantized LLMs

🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

[NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". A…

MiniCPM4 & MiniCPM4.1: Ultra-Efficient LLMs on End Devices, achieving 3+ generation speedup on reasoning tasks

AI Observability & Evaluation

Official Code for Stable Cascade

搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。

COCO API - Dataset @ http://cocodataset.org/

Democratizing Reinforcement Learning for LLMs

Align Anything: Training All-modality Model with Feedback

OmniGen: Unified Image Generation. https://arxiv.org/pdf/2409.11340

Materials for the Hugging Face Diffusion Models Course

Language-Agnostic SEntence Representations

骆驼(Luotuo): Open Sourced Chinese Language Models. Developed by 陈启源 @ 华中师范大学 & 李鲁鲁 @ 商汤科技 & 冷子昂 @ 商汤科技

Public repo for HF blog posts