yenchanghsu

yenchanghsu's Stars

• lm-sys/FastChat

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

  Language:Python37.1k3531.8k4.6k

• tinygrad/tinygrad

  You like pytorch? You like micrograd? You love tinygrad! ❤️

  Language:Python27k2708083k

• karpathy/llama2.c

  Inference Llama 2 in one file of pure C

  Language:C17.5k1922222.1k

• cumulo-autumn/StreamDiffusion

  StreamDiffusion: A Pipeline-Level Solution for Real-Time Interactive Generation

  Language:Python9.8k79119699

• nlpxucan/WizardLM

  LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath

  Language:Python9.3k113190719

• openlm-research/open_llama

  OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset

  7.4k12291379

• lyogavin/airllm

  AirLLM 70B inference with single 4GB GPU

  Language:Jupyter Notebook5.4k127185432

• microsoft/torchscale

  Foundation Architecture for (M)LLMs

  Language:Python3k4779207

• facebookresearch/ijepa

  Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."

  Language:Python2.8k5958358

• VainF/Torch-Pruning

  [CVPR 2023] DepGraph: Towards Any Structural Pruning

  Language:Python2.8k36365337

• sustcsonglin/flash-linear-attention

  Efficient implementations of state-of-the-art linear attention models in Pytorch and Triton

  Language:Python1.4k275671

• HuangOwen/Awesome-LLM-Compression

  Awesome LLM compression research papers and tools.

  1.2k41680

• open-mmlab/mmengine

  OpenMMLab Foundational Library for Training Deep Learning Models

  Language:Python1.2k25400360

• EdVince/Stable-Diffusion-NCNN

  Stable Diffusion in NCNN with c++, supported txt2img and img2img

  Language:C++1k264595

• melodysdreamj/WizardVicunaLM

  LLM that combines the principles of wizardLM and vicunaLM

  711221434

• mobiusml/hqq

  Official implementation of Half-Quadratic Quantization (HQQ)

  Language:Python7071610470

• locuslab/wanda

  A simple and effective LLM pruning approach.

  Language:Python67696292

• MrYxJ/calculate-flops.pytorch

  The calflops is designed to calculate FLOPs、MACs and Parameters in all various neural networks, such as Linear、 CNN、 RNN、 GCN、Transformer(Bert、LlaMA etc Large Language Model)

  Language:Python58443521

• UbiquitousLearning/mllm

  Fast Multimodal LLM on Mobile Devices

  Language:C++563163862

• zeno-ml/zeno-build

  Build, evaluate, understand, and fix LLM-based apps

  Language:Jupyter Notebook48596933

• airaria/TextPruner

  A PyTorch-based model pruning toolkit for pre-trained language models

  Language:Python37351633

• JeffreyYH/Awesome-Generalist-Robots-via-Foundation-Models

  Paper list in the survey paper: Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis

  36711225

• jzhang38/LongMamba

  Some preliminary explorations of Mamba's context scaling.

  Language:Python19115410

• AminRezaei0x443/memory-efficient-attention

  Memory Efficient Attention (O(sqrt(n)) for Jax and PyTorch

  Language:Python1806419

• kroggen/mamba.c

  Inference of Mamba models in pure C

  Language:C179629

• lucidrains/gateloop-transformer

  Implementation of GateLoop Transformer in Pytorch and Jax

  Language:Python861119

• FareedKhan-dev/create-stable-diffusion-from-scratch

  Implemented a stable diffusion architecture using PyTorch.

  Language:Jupyter Notebook40216

• tobiaskatsch/GatedLinearRNN

  Language:Python24201

• jinqixiao/ComCAT

  Language:Jupyter Notebook15101

• ray-abhishek/hotel-booking

  A Hotel Booking Website - Built using React, Flask & MySQL - Design inspired from onefinestay.com

  Language:Python23451