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The Ruby-native AI framework. Chats, agents, tools, images, audio, and video through one consistent API, in plain Ruby or Rails.

One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑‍💻 Video Tutorials.

Optimizing inference proxy for LLMs

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

A series of large language models developed by Baichuan Intelligent Technology

Every front-end GUI client for ChatGPT, Claude, and other LLMs

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.

Code and models for ICML 2024 paper, NExT-GPT: Any-to-Any Multimodal Large Language Model

⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)

Eagle: Frontier Vision-Language Models with Data-Centric Strategies

The official repo of MiniMax-Text-01 and MiniMax-VL-01, large-language-model & vision-language-model based on Linear Attention

The Security Toolkit for LLM Interactions

MiniMax-M1, the world's first open-weight, large-scale hybrid-attention reasoning model.

Must-read Papers on LLM Agents.

Home of CodeT5: Open Code LLMs for Code Understanding and Generation

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

An open-source visual programming environment for battle-testing prompts to LLMs.

Free LLM API keys for GPT-5.5, Claude, DeepSeek, Gemini, Grok — copy, paste, use. Updated 3-5x daily. No credit card needed.

The pretty much "official" DSPy framework for Typescript

A 13B large language model developed by Baichuan Intelligent Technology

[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"

SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, and ONNX Runtime

[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)

[EMNLP-2024] Build multimodal language agents for fast prototype and production

MiniMax-M2, a model built for Max coding & agentic workflows.