[ICML 2024] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".

DistilBERT / GPT-2 for on-device inference thanks to TensorFlow Lite with Android demo apps

An awesome list of TensorFlow Lite models, samples, tutorials, tools and learning resources.

TensorFlow examples

Models and examples built with TensorFlow

[NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333

Pytorch implementations of Client-Customized Adaptation for Parameter-Efficient Federated Learning (Findings of ACL: ACL 2023)

[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

An easy-to-use federated learning platform

iOS /iPadOS 16.0 - 18.0 / 18.1 beta 4, An ultimate customization tool, uilitizing the bug that makes TrollRestore possible.

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs o…

🧡 Next generation information browser.

Official style files for papers submitted to venues of the Association for Computational Linguistics

Survey Paper List - Efficient LLM and Foundation Models

Allows the Nintendo Switch Pro Controller, Joycons and SNES controller to be used with CEMU, Citra, Dolphin, Yuzu and as generic XInput

"Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.

Personalized federated learning codebase for research

OpenAI 接口管理 & 分发系统，支持 Azure、Anthropic Claude、Google PaLM 2 & Gemini、智谱 ChatGLM、百度文心一言、讯飞星火认知、阿里通义千问、360 智脑以及腾讯混元，可用于二次分发管理 key，仅单可执行文件，已打包好 Docker 镜像，一键部署，开箱即用. OpenAI key management & redistributi…

A Flexible Framework for Experiencing Cutting-edge LLM Inference Optimizations

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

[.NET] m3u8 downloader 开源的命令行m3u8/HLS/dash下载器，支持普通AES-128-CBC解密，多线程，自定义请求头等. 支持简体中文,繁体中文和英文. English Supported.

An open source tool to activate and reset trial of Internet Download Manager