A high-throughput and memory-efficient inference and serving engine for LLMs
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Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
SGLang is a high-performance serving framework for large language models and multimodal models.
TranslatedThis project aims to share the technical principles of large models and practical experience (large model engineering, large model application deployment).
- llm
- llm-inference
- llm-serving
- llm-training
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
- machine-learning
- mlops
- interpretability
- explainability
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
- pytorch
- speech-recognition
- paraformer
- punctuation
Hyperledger Fabric is an enterprise-grade permissioned distributed ledger framework for developing solutions and applications. Its modular and versatile design satisfies a broad range of industry use cases. It offers a unique approach to consensus that enables performance at scale while preserving privacy.
- hyperledger
- fabric
- blockchain
- distributed-ledger
TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.
Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
- llm
- llmops
- model-inference
- fine-tuning
InstantID: Zero-shot Identity-Preserving Generation in Seconds 🔥
A file server that supports static serving, uploading, searching, accessing control, webdav...
- cloud-disk
- command-line
- file-upload-server
- static-server
The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.
- cloud-computing
- deep-learning
- gpu
- hyperparameter-tuning
《深入理解 AI Infra：量化分析与系统设计》（李博杰 著）开源书稿：从硬件约束和模型架构出发，量化推导 LLM 推理与训练系统设计。含全书正文、PDF、配套计算工具与实验
- accelerator
- ai-infra
- ai-infrastructure
- book
Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes
- privacy-protection
- privacy-enhancing-technologies
- face-recognition
- adversarial-machine-learning
qpdf: A content-preserving PDF document transformer
- pdf-document-processor
Superduper: End-to-end framework for building custom AI applications and agents.
- ai
- mlops
- torch
- transformers
Yahoo! Cloud Serving Benchmark
A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
A curated list of awesome responsible machine learning resources.
- fairness
- xai
- interpretability
- transparency
A framework for serving GraphQL from Laravel
Open-source, non-custodial, privacy preserving Bitcoin wallet for Windows, Linux, and Mac.
A cross-platform, high-performance and asynchronous web server for static files-serving. ⚡
- rust-lang
- http-server
- docker-image
- static-web-server