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21 Lessons, Get Started Building with Generative AI

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

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

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

Universal LLM Deployment Engine with ML Compilation

High-performance In-browser LLM Inference Engine

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.

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.

An open source implementation of CLIP.

A framework for few-shot evaluation of language models.

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

A PyTorch-based Speech Toolkit

Run GGUF models easily with a KoboldAI UI. One File. Zero Install.

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

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

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

An Open-source Framework for Data-centric, Self-evolving Autonomous Language Agents

SWE-bench: Can Language Models Resolve Real-world Github Issues?

[COLM 2024] OpenAgents: An Open Platform for Language Agents in the Wild

Zep | Examples, Integrations, & More

A language for constraint-guided and efficient LLM programming.

Harness LLMs with Multi-Agent Programming

Turbopilot is an open source large-language-model based code completion engine that runs locally on CPU

This is a Phi Family of SLMs book for getting started with Phi Models. Phi a family of open sourced AI models developed by Microsoft. Phi models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

Chinese-LLaMA 1&2、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集

InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions

Experimental toolkit for auto-generating codebase documentation using LLMs

Russian GPT3 models.