Mr.Li's repositories
PytorchNetHub
项目注释+论文复现+算法竞赛+Pytorch实践
LearnDeepSpeed
DeepSpeed教程 & 示例注释 & 学习笔记 （大模型高效训练）
Classification
视觉训练框架(简单 / 模块化 / 高扩展 / 分布式 / 自动剪枝)
PytorchExample
Pytorch最小实践
JittorDogsClass
“计图”算法挑战赛-狗细分类 4/430
DynamicReLU
动态ReLU
FaceVerLoss
人脸验证-分类器
RepDistiller
RepDistiller-知识蒸馏库注释
MiniGPT-4-DeepSpeed
MiniGPT-4基于DeepSpeed加速➕ 扩充模型规模 ➕ 实验分析
LearnColossalAI
ColossalAI教程 & 示例注释 & 学习笔记 （大模型高效训练）
Semi-Siamese-Training
Semi-Siamese-Training 代码注释
LearnTransformer
视觉Transformer 网络结构+源码解读
LLaVA
源码注释+框架解析[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
mmdetection
OpenMMLab Detection Toolbox and Benchmark
mmpretrain
OpenMMLab Pre-training Toolbox and Benchmark
multi-task-model-Imagenet-CUB
testing the limits of a multi-task model with tiny-imagenet dataset and cub200-2011
PapersList
论文清单
sglang
源码注释+框架解析SGLang is a structured generation language designed for large language models (LLMs). It makes your interaction with models faster and more controllable.
Video-LLaMA
[EMNLP 2023 Demo] Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding
Video-LLaVA
源码注释+框架解析Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
VisualGLM-6B
Chinese and English multimodal conversational language model | 多模态中英双语对话语言模型
xtuner
An efficient, flexible and full-featured toolkit for fine-tuning large models (InternLM, Llama, Baichuan, Qwen, ChatGLM)
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite