Stars
Curated list of project-based tutorials
仅需Python基础,从0构建大语言模型;从0逐步构建GLM4\Llama3\RWKV6, 深入理解大模型原理
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
Implementation of Nougat Neural Optical Understanding for Academic Documents
A cross-platform ChatGPT/Gemini UI (Web / PWA / Linux / Win / MacOS). 一键拥有你自己的跨平台 ChatGPT/Gemini 应用。
[ICLR 2024] Generating DP Synthetic Data without Training
Training PyTorch models with differential privacy
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
LPIPS metric. pip install lpips
A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security and NDSS).
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
[CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm
The official GitHub page for the survey paper "A Survey of Large Language Models".
A supplementary code for Editable Neural Networks, an ICLR 2020 submission.
ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching
✨✨Latest Papers and Benchmarks in Reasoning with Foundation Models
Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Awesome Machine Unlearning (A Survey of Machine Unlearning)
Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"
整理开源的中文大语言模型,以规模较小、可私有化部署、训练成本较低的模型为主,包括底座模型,垂直领域微调及应用,数据集与教程等。
autogyro / DAFL
Forked from huawei-noah/Efficient-ComputingA Pytorch implementation of "Data-Free Learning of Student Networks" (ICCV 2019).
为GPT/GLM等LLM大语言模型提供实用化交互接口,特别优化论文阅读/润色/写作体验,模块化设计,支持自定义快捷按钮&函数插件,支持Python和C++等项目剖析&自译解功能,PDF/LaTex论文翻译&总结功能,支持并行问询多种LLM模型,支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…
Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)