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AISystem 主要是指AI系统,包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
An experimental open-source attempt to make GPT-4 fully autonomous.
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。
Awesome-LLM: a curated list of Large Language Model
The official implementation of "CAME: Confidence-guided Adaptive Memory Optimization"
Making large AI models cheaper, faster and more accessible
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Example models using DeepSpeed
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
Fast and memory-efficient exact attention
Implementation of FlashAttention in PyTorch
Dataset of GPT-2 outputs for research in detection, biases, and more
GPT-3: Language Models are Few-Shot Learners
An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
Unofficial PyTorch Implementation of OpenAI's GPT-3
decentralising the Ai Industry, just some language model api's...
Inference code for LLaMA models
本项目旨在分享大模型相关技术原理以及实战经验。
LLMs interview notes and answers:该仓库主要记录大模型(LLMs)算法工程师相关的面试题和参考答案
LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
Kolmogorov Arnold Networks
Source code for Twitter's Recommendation Algorithm
Foundation Architecture for (M)LLMs
Development repository for the Triton language and compiler
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Zero Bubble Pipeline Parallelism
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.