leeyusheng

leeyusheng's Stars

• DefTruth/CUDA-Learn-Notes

  🎉 Modern CUDA Learn Notes with PyTorch: fp32, fp16, bf16, fp8/int8, flash_attn, sgemm, sgemv, warp/block reduce, dot, elementwise, softmax, layernorm, rmsnorm.

  Language:Cuda1.2k130

• mdnice/markdown-resume

  :necktie:支持 Markdown 和富文本的在线简历排版工具

  Language:JavaScript1.6k230

• naklecha/llama3-from-scratch

  llama3 implementation one matrix multiplication at a time

  Language:Jupyter Notebook13.2k1.1k

• liguodongiot/llm-action

  本项目旨在分享大模型相关技术原理以及实战经验。

  Language:HTML9.4k917

• OpenRLHF/OpenRLHF

  An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & Mixtral)

  Language:Python2.1k206

• XueFuzhao/awesome-mixture-of-experts

  A collection of AWESOME things about mixture-of-experts

  93370

• opendilab/awesome-RLHF

  A curated list of reinforcement learning with human feedback resources (continually updated)

  3.3k202

• Hannibal046/Awesome-LLM

  Awesome-LLM: a curated list of Large Language Model

  17.9k1.4k

• yzfly/Awesome-AGI-Agents

  🤖 Awesome list of AGI Agents. Agents 精选资源合集.

  30622

• NVIDIA/NeMo-Aligner

  Scalable toolkit for efficient model alignment

  Language:Python52258

• pytorch-labs/gpt-fast

  Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

  Language:Python5.6k504

• bbycroft/llm-viz

  3D Visualization of an GPT-style LLM

  Language:TypeScript3.9k425

• greatghoul/remote-working

  收集整理远程工作相关的资料

  Language:Ruby9.9k823

• OpenBMB/ToolBench

  [ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.

  Language:Python4.8k399

• fr0gger/Awesome-GPT-Agents

  A curated list of GPT agents for cybersecurity

  5.4k599

• SurviveSJTU/SurviveSJTUManual

  更新2008年版本的《上海交通大学生存手册》gitbook发布于https://survivesjtu.gitbook.io/survivesjtumanual/

  3.9k459

• km1994/LLMs_interview_notes

  该仓库主要记录 大模型（LLMs） 算法工程师相关的面试题

  1.4k99

• microsoft/generative-ai-for-beginners

  18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

  Language:Jupyter Notebook62.2k31.9k

• microsoft/autogen

  A programming framework for agentic AI 🤖

  Language:Jupyter Notebook31.4k4.6k

• premAI-io/state-of-open-source-ai

  :closed_book: Clarity in the current fast-paced mess of Open Source innovation

  Language:TeX1.5k88

• shiyemin/light-hf-proxy

  A light proxy solution for HuggingFace hub.

  Language:Python435

• vllm-project/vllm

  A high-throughput and memory-efficient inference and serving engine for LLMs

  Language:Python27.6k4.1k

• zchuz/CoT-Reasoning-Survey

  [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future

  28610

• mohamed-chs/chatgpt-history-export-to-md

  A script to effortlessly extract your entire ChatGPT data export from JSON files to nicely-formatted markdown files.

  Language:Python69332

• 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 Notebook11.9k1.7k

• WooooDyy/LLM-Agent-Paper-List

  The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

  6.3k383

• microsoft/DeepSpeedExamples

  Example models using DeepSpeed

  Language:Python6k1k

• JushBJJ/Mr.-Ranedeer-AI-Tutor

  A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.

  28.6k3.3k

• tatsu-lab/alpaca_farm

  A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.

  Language:Python76660

• microsoft/DeepSpeed

  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

  Language:Python34.9k4.1k