wuchangping

wuchangping's Stars

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python54.4k4481325.6k

• lm-sys/FastChat

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

  Language:Python36.6k3481.8k4.5k

• vllm-project/vllm

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

  Language:Python27.7k2274.7k4.1k

• THUDM/ChatGLM2-6B

  ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

  Language:Python15.7k1326151.9k

• huggingface/candle

  Minimalist ML framework for Rust

  Language:Rust15.3k151681898

• Dao-AILab/flash-attention

  Fast and memory-efficient exact attention

  Language:Python13.6k1151k1.2k

• triton-lang/triton

  Development repository for the Triton language and compiler

  Language:C++12.9k1921.4k1.6k

• NVIDIA/NeMo

  A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

  Language:Python11.7k2062.2k2.4k

• guoyww/AnimateDiff

  Official implementation of AnimateDiff.

  Language:Python10.4k103354847

• arogozhnikov/einops

  Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

  Language:Python8.4k67177348

• 01-ai/Yi

  A series of large language models trained from scratch by developers @01-ai

  Language:Jupyter Notebook7.6k106291471

• bitsandbytes-foundation/bitsandbytes

  Accessible large language models via k-bit quantization for PyTorch.

  Language:Python6.1k501k612

• kohya-ss/sd-scripts

  Language:Python5k551k843

• TencentARC/T2I-Adapter

  T2I-Adapter

  Language:Python3.4k40112201

• ztxz16/fastllm

  纯c++的全平台llm加速库，支持python调用，chatglm-6B级模型单卡可达10000+token / s，支持glm, llama, moss基座，手机端流畅运行

  Language:C++3.3k41362334

• dvlab-research/LongLoRA

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

  Language:Python2.6k12173268

• SeldonIO/alibi

  Algorithms for explaining machine learning models

  Language:Python2.4k56362249

• ModelTC/lightllm

  LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

  Language:Python2.4k23179194

• microsoft/DeepSpeed-MII

  MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

  Language:Python1.9k41301174

• flexflow/FlexFlow

  FlexFlow Serve: Low-Latency, High-Performance LLM Serving

  Language:C++1.7k33655223

• BBuf/how-to-optim-algorithm-in-cuda

  how to optimize some algorithm in cuda.

  Language:Cuda1.5k229122

• PKU-Alignment/safe-rlhf

  Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

  Language:Python1.3k1884119

• OpenLMLab/MOSS-RLHF

  MOSS-RLHF

  Language:Python1.3k345298

• tatsu-lab/alpaca_farm

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

  Language:Python76684260

• MegEngine/InferLLM

  a lightweight LLM model inference framework

  Language:C++683105585

• alibaba/Megatron-LLaMA

  Best practice for training LLaMA models in Megatron-LM

  Language:Python61266251

• facebookresearch/dadaptation

  D-Adaptation for SGD, Adam and AdaGrad

  Language:Python499102319

• OpenMOSS/CoLLiE

  Collaborative Training of Large Language Models in an Efficient Way

  Language:Python407106958

• Ascend/pytorch

  Ascend PyTorch adapter (torch_npu). Mirror of https://gitee.com/ascend/pytorch

  Language:Python235104812

• KohakuBlueleaf/HyperKohaku

  A diffusers based implementation of HyperDreamBooth

  Language:Python12623197