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Name: BlueRum
Type: User
Bio: MLsy @ AML
Name: BlueRum
Type: User
Bio: MLsy @ AML
A baseline repository of Auto-Parallelism in Training Neural Networks
collecting RLHF papers
An awesome README template to jumpstart your projects!
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer
8-bit CUDA functions for PyTorch
Colossal-AI: A Unified Deep Learning System for Big Model Era
Examples of training models with hybrid parallelism using ColossalAI
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
Large-scale model inference.
[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer
InfiAgent website
IRsend && Bluetooth Connecting on FPGA
LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.
LightSeq: A High Performance Library for Sequence Processing and Generation
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.
Parallelformers: An Efficient Model Parallelization Toolkit for Deployment
800,000 step-level correctness labels on LLM solutions to MATH problems
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.