lxiongh

lxiongh's Stars

• geekan/MetaGPT

  🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

  Language:Python44k8996345.2k

• mlabonne/llm-course

  Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

  Language:Jupyter Notebook37.7k396674k

• OpenDevin/OpenDevin

  🐚 OpenDevin: Code Less, Make More

  Language:Python30.2k2811.3k3.5k

• rasbt/LLMs-from-scratch

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

  Language:Jupyter Notebook28.1k303913.2k

• google-ai-edge/mediapipe

  Cross-platform, customizable ML solutions for live and streaming media.

  Language:C++27k4965.1k5.1k

• huggingface/diffusers

  🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

  Language:Python25.4k1974.1k5.3k

• sunface/rust-course

  “连续八年成为全世界最受喜爱的语言，无 GC 也无需手动内存管理、极高的性能和安全性、过程/OO/函数式编程、优秀的包管理、JS 未来基石" — 工作之余的第二语言来试试 Rust 吧。本书拥有全面且深入的讲解、生动贴切的示例、德芙般丝滑的内容，这可能是目前最用心的 Rust 中文学习教程 / Book

  Language:Rust25.2k1581972.2k

• guidance-ai/guidance

  A guidance language for controlling large language models.

  Language:Jupyter Notebook18.8k1175291k

• karpathy/llama2.c

  Inference Llama 2 in one file of pure C

  Language:C17.2k1912202.1k

• BlinkDL/RWKV-LM

  RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

  Language:Python12.5k133209847

• meta-llama/llama-recipes

  Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama for WhatsApp & Messenger.

  Language:Jupyter Notebook12k1093441.8k

• openai/tiktoken

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

  Language:Python12k170233816

• huggingface/tokenizers

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

  Language:Rust8.9k119984778

• modelscope/facechain

  FaceChain is a deep-learning toolchain for generating your Digital-Twin.

  Language:Jupyter Notebook8.9k90335842

• ymcui/Chinese-LLaMA-Alpaca-2

  中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)

  Language:Python7.1k78388578

• mit-han-lab/streaming-llm

  [ICLR 2024] Efficient Streaming Language Models with Attention Sinks

  Language:Python6.6k6380362

• langchain-ai/langgraph

  Build resilient language agents as graphs.

  Language:Python5.9k63264933

• google/gemma.cpp

  lightweight, standalone C++ inference engine for Google's Gemma models.

  Language:C++5.9k4086502

• sgl-project/sglang

  SGLang is a fast serving framework for large language models and vision language models.

  Language:Python5.4k55540393

• EndlessCheng/codeforces-go

  算法竞赛模板库 by 灵茶山艾府 💭💡🎈

  Language:Go5k547546

• leejet/stable-diffusion.cpp

  Stable Diffusion and Flux in pure C/C++

  Language:C++3.3k52248279

• RWKV/rwkv.cpp

  INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model

  Language:C++1.4k228094

• phodal/aigc

  《构筑大语言模型应用：应用开发与架构设计》一本关于 LLM 在真实世界应用的开源电子书，介绍了大语言模型的基础知识和应用，以及如何构建自己的模型。其中包括Prompt的编写、开发和管理，探索最好的大语言模型能带来什么，以及LLM应用开发的模式和架构设计。

  Language:Rust1.4k244164

• hao-ai-lab/LookaheadDecoding

  [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding

  Language:Python1.1k115565

• ShawhinT/YouTube-Blog

  Codes to complement YouTube videos and blog posts on Medium.

  Language:Jupyter Notebook36592221

• yzhaiustc/Optimizing-SGEMM-on-NVIDIA-Turing-GPUs

  Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.

  Language:Cuda2696744

• UbiquitousLearning/Efficient_Foundation_Model_Survey

  Survey Paper List - Efficient LLM and Foundation Models

  2015212

• clMathLibraries/clSPARSE

  a software library containing Sparse functions written in OpenCL

  Language:C++1734211261

• GRRedWings/python3-android

  Python 3 cross-compilation tools for Android.

  Language:C6841517

• willhua/QualcommOpenCLSDKNote

  The note of Qualcomm OpenCL SDK

  Language:C++25317