language-model

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

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

The official gpt4free repository | various collection of powerful language models | o4, o3 and deepseek r1, gpt-4.1, gemini 2.5

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

Code and documentation to train Stanford's Alpaca models, and generate the data.

Universal LLM Deployment Engine with ML Compilation

📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.

The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents

High-performance In-browser LLM Inference Engine

RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

An open source implementation of CLIP.

💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows

A PyTorch-based Speech Toolkit

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

A framework for few-shot evaluation of language models.

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.