JiaquanYe

wtabhtml

Tool to parse wiki tables from the HTML dump of Wikipedia

vit_10b_fsdp_example

See details in https://github.com/pytorch/xla/blob/r1.12/torch_xla/distributed/fsdp/README.md

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

FlagAI

FlagAI (Fast LArge-scale General AI models) is a fast, easy-to-use and extensible toolkit for large-scale model.

Awesome-Chinese-NLP

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

transformers_tasks

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

RLHF

Implementation of Chinese ChatGPT

SwissArmyTransformer

SwissArmyTransformer is a flexible and powerful library to develop your own Transformer variants.

InstructGLM

ChatGLM-6B 指令学习|指令数据|Instruct

bitsandbytes

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

FlexGen

Running large language models on a single GPU for throughput-oriented scenarios.

Transformer_Knowlegde

从底层机理了解Transformer

face_recognition

The world's simplest facial recognition api for Python and the command line

MobileVit_TensorRT

TensorRT 2022 亚军方案，tensorrt加速mobilevit模型

EcoFormer

[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"

awesome-ml-model-compression

Awesome machine learning model compression research papers, tools, and learning material.

TableGeneration

通过浏览器渲染生成表格图像

CKA-Centered-Kernel-Alignment

Reproduce CKA: Similarity of Neural Network Representations Revisited

cavaface

face recognition training project(pytorch)

PVT

Official implementation of PVT series

EfficientFormer

EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

mdistiller

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/ICCV2023/papers/Zhao_DOT_A_Distillation-Oriented_Trainer_ICCV_2023_paper.pdf

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

NextFace

A high-fidelity 3D face reconstruction library from monocular RGB image(s)

TensorRT-Inference-Server-Tutorial

服务侧深度学习部署案例

RepDistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

insightface

State-of-the-art 2D and 3D Face Analysis Project

face3d

Python tools for 3D face: 3DMM, Mesh processing(transform, camera, light, render), 3D face representations.

AdaFace