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Stars

AI Sys

13 repositories

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

Jupyter Notebook 9,845 1,415 Updated Jul 28, 2024

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

Python 8,684 645 Updated Jul 30, 2024

A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

2,556 302 Updated Jun 12, 2024

A guidance language for controlling large language models.

Jupyter Notebook 18,335 1,015 Updated Jul 30, 2024

Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.

Python 2,551 183 Updated Jun 26, 2024

A curated list of language modeling researches for code and related datasets.

1,132 79 Updated Jul 26, 2024

The Security Toolkit for LLM Interactions

Python 1,025 123 Updated Jul 29, 2024

我的自学笔记,终身更新,当前专注System基础、MLSys。

Python 3,740 484 Updated Jul 16, 2024

paper and its code for AI System

195 13 Updated Jun 14, 2024

🎉CUDA/C++ 笔记 / 大模型手撕CUDA / 技术博客,更新随缘: flash_attn、sgemm、sgemv、warp reduce、block reduce、dot product、elementwise、softmax、layernorm、rmsnorm、hist etc.

Cuda 930 88 Updated Jul 29, 2024

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

Python 9,124 913 Updated Jul 29, 2024

A Native-PyTorch Library for LLM Fine-tuning

Python 3,686 310 Updated Jul 30, 2024