Stars
中文对话0.2B小模型（ChatLM-Chinese-0.2B），开源所有数据集来源、数据清洗、tokenizer训练、模型预训练、SFT指令微调、RLHF优化等流程的全部代码。支持下游任务sft微调，给出三元组信息抽取微调示例。
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Distribute and run LLMs with a single file.
A playbook for systematically maximizing the performance of deep learning models.
DIY Arduino Wi-Fi Keylogger (Proof of Concept)
AI语义搜索本地素材。以图搜图、查找本地素材、根据文字描述匹配画面、视频帧搜索、根据画面描述搜索视频。Semantic search. Search local photos and videos through natural language.
Awesome Machine Unlearning (A Survey of Machine Unlearning)
Matplotlib styles for scientific plotting
deep learning for image processing including classification and object-detection etc.
Unofficial pytorch implementation of CVPR2021 paper "Checkerboard Context Model for Efficient Learned Image Compression".
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
This is a repository about PCB defect detection.
yolov5 5.0 version distillation || yolov5 5.0版本知识蒸馏，yolov5l >> yolov5s
Official PyTorch Implementation of Hypercorrelation Squeeze for Few-Shot Segmentation, ICCV 2021
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
Pix2Seq codebase: multi-tasks with generative modeling (autoregressive and diffusion)
中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)
[WACV 2022] "Supervised Compression for Resource-Constrained Edge Computing Systems"
This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.
This repository currently provides common and public avaiable bearing vibration datasets, including downloading, preprocessing and loading.
Official Repository for MocoSFL (accepted by ICLR '23, notable 5%)
Whisper based Japanese subtitle generator
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment