Colin's starred repositories

llama.cpp

LLM inference in C/C++

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

Language:PythonLicense:Apache-2.0Stargazers:35290Issues:345Issues:1705

LLaMA-Factory

Unify Efficient Fine-Tuning of 100+ LLMs

Language:PythonLicense:Apache-2.0Stargazers:24450Issues:168Issues:3931

LocalAI

:robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. It allows to generate Text, Audio, Video, Images. Also with voice cloning capabilities.

LeetcodeTop

汇总各大互联网公司容易考察的高频leetcode题🔥

DB-GPT

AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

Language:PythonLicense:MITStargazers:11963Issues:110Issues:864

tiktoken

tiktoken is a fast BPE tokeniser for use with OpenAI's models.

Language:PythonLicense:MITStargazers:10831Issues:161Issues:217

litellm

Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)

Language:PythonLicense:NOASSERTIONStargazers:9768Issues:63Issues:2462

TensorRT-LLM

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

Language:C++License:Apache-2.0Stargazers:7187Issues:84Issues:1460

llama-cpp-python

Python bindings for llama.cpp

Language:PythonLicense:MITStargazers:6978Issues:67Issues:948

rags

Build ChatGPT over your data, all with natural language

Language:PythonLicense:MITStargazers:6011Issues:55Issues:38

ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

Language:PythonLicense:Apache-2.0Stargazers:5398Issues:29Issues:539

agents

An Open-source Framework for Autonomous Language Agents

Language:PythonLicense:Apache-2.0Stargazers:4640Issues:59Issues:68

OpenAgents

OpenAgents: An Open Platform for Language Agents in the Wild

Language:PythonLicense:Apache-2.0Stargazers:3698Issues:40Issues:97

llama-hub

A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain

Language:Jupyter NotebookLicense:MITStargazers:3417Issues:46Issues:212

inference

Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop.

Language:PythonLicense:Apache-2.0Stargazers:3169Issues:35Issues:818

opencompass

OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

Language:PythonLicense:Apache-2.0Stargazers:3021Issues:21Issues:379

esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

Language:PythonLicense:MITStargazers:2931Issues:63Issues:315

zero_nlp

中文nlp解决方案(大模型、数据、模型、训练、推理)

Language:Jupyter NotebookLicense:MITStargazers:2580Issues:30Issues:174

trulens

Evaluation and Tracking for LLM Experiments

Language:Jupyter NotebookLicense:MITStargazers:1780Issues:16Issues:238

instructor-embedding

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

Language:PythonLicense:Apache-2.0Stargazers:1762Issues:18Issues:104

lagent

A lightweight framework for building LLM-based agents

Language:PythonLicense:Apache-2.0Stargazers:970Issues:11Issues:44

text_analysis_tools

中文文本分析工具包(包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取)

Language:PythonLicense:Apache-2.0Stargazers:648Issues:8Issues:5

leetcode

python 数据结构与算法 leetcode 算法题与书籍 刷算法全靠套路与总结!Crack LeetCode, not only how, but also why.

Language:PythonLicense:MPL-2.0Stargazers:640Issues:9Issues:2

gpt_paper_assistant

GPT4 based personalized ArXiv paper assistant bot

Language:PythonLicense:Apache-2.0Stargazers:432Issues:6Issues:10

ierc-miner-js

ierc-miner-tools

LlamaIndex-RAG-WSL-CUDA

Examples of RAG using Llamaindex with local LLMs - Gemma, Mixtral 8x7B, Llama 2, Mistral 7B, Orca 2, Phi-2, Neural 7B

Language:Jupyter NotebookStargazers:109Issues:2Issues:2
Language:Jupyter NotebookLicense:GPL-3.0Stargazers:49Issues:1Issues:2

ord-launcher

The Ordinals Launcher is the first permissionless launcher for ordinals collections, leveraging inscriptions to allow collection creators and minters to mint ordinals with ease.