Structured Text Generation

FlashInfer: Kernel Library for LLM Serving

ChatLaw：A Powerful LLM Tailored for Chinese Legal. 中文法律大模型

12 Weeks, 24 Lessons, AI for All!

NCCL Tests

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…

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

Open source code for AlphaFold 2.

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

GPU Sharing Device Plugin for Kubernetes Cluster

GPU Sharing Scheduler for Kubernetes Cluster

NVIDIA device plugin for Kubernetes

Standardized Serverless ML Inference Platform on Kubernetes

Continuous builder and binary build scripts for pytorch

AKG (Auto Kernel Generator) is an optimizer for operators in Deep Learning Networks, which provides the ability to automatically fuse ops with specific patterns.

Enabling PyTorch on XLA Devices (e.g. Google TPU)

A tool for exploring each layer in a docker image

A uniform interface to run deep learning models from multiple frameworks

Examples for the usage of "pybind11"

Optimized primitives for collective multi-GPU communication

Dive into Deep Learning Compiler

TVM stack: exploring the incredible explosion of deep-learning frameworks and how to bring them together

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSy…

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

利用pandas将excel中数据抽取，以三元组形式加载到neo4j数据库中构建相关知识图谱

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

从无到有构建一个电影知识图谱，并基于该KG，开发一个简易的KBQA程序。