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19 projects

llmfit

A Rust-based cross-platform CLI tool that right-sizes LLM models to your system's RAM, CPU, and GPU by detecting specs and recommending optimal models and quantization strategies. Covers 206 models from 57 providers.

Model & Inference Framework大语言模型Rust

nanochat

A minimal, hackable experimental harness for training LLMs on a single GPU node, covering all stages from pretraining to a ChatGPT-like UI.

大语言模型TransformersPyTorch

Vision-Agents

An open-source framework by Stream for building vision AI agents that work with any model or video provider, leveraging Stream's edge network for ultra-low latency video experiences.

Agent & ToolingPythonPyTorch

AirLLM

AirLLM optimizes inference memory usage, enabling 70B large language models to run on a single 4GB GPU card without quantization, distillation, or pruning. It now also supports running 405B Llama3.1 models on 8GB VRAM.

Model & Inference FrameworkPythonPyTorch

AxonHub

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A modern AI gateway system that provides a unified OpenAI, Anthropic, Gemini and AI SDK compatible API, enabling seamless integration across multiple AI providers with automatic request translation and comprehensive tracing capabilities.

Agent & ToolingGoLiteLLM

VibeVoice

Microsoft's family of open-source frontier voice AI models including both Text-to-Speech (TTS) and Automatic Speech Recognition (ASR) models, designed for long-form audio processing with multilingual support.

Model & Inference FrameworkPyTorchPython

Trinity-RFT

Trinity-RFT is a general-purpose, flexible and user-friendly framework for LLM reinforcement fine-tuning (RFT). It decouples RFT into three coordinated components: Explorer, Trainer, and Buffer, enabling users with different backgrounds to train LLM-powered agents for specific domains.

Model & Inference FrameworkPythonPyTorch

VerlTool

A unified and easy-to-extend tool-agent training framework based on verl, supporting diverse tool use scenarios and enabling AI agents to be trained via reinforcement learning for tool-calling capabilities.

Model & Inference FrameworkPythonPyTorch

hCaptcha Challenger

A tool that gracefully solves hCaptcha challenges using multimodal large language models, without relying on browser extensions or third-party captcha services.

Agent & ToolingPythonMultimodal

BigCodeBench

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A benchmark for evaluating the code generation capabilities of large language models, featuring 1,140 software-engineering-oriented programming tasks with two modes (Complete and Instruct) to test models on complex instructions and diverse function call scenarios.

Docs, Tutorials & ResourcesPythonPyTorch
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