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BentoML

The easiest way to build fast and reliable AI serving systems

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BentoML

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🍱 BentoML: The Unified Serving Framework for AI Systems

BentoML is a Python library for building online serving systems optimized for AI apps and model inference. It supports serving any model format/runtime and custom Python code, offering the key primitives for serving optimizations, task queues, batching, multi-model chains, distributed orchestration, and multi-GPU serving.

🦾 OpenLLM: Self-hosting Large Language Models Made Easy

Run any open-source LLMs (Llama 3.1, Qwen2, Phi3 and more) or custom models as OpenAI-compatible APIs with a single command. It features a built-in chat UI, state-of-the-art inference performance, and a simplified workflow for production-grade cloud deployment.

☁️ BentoCloud: Fast and scalable infrastructure for building and scaling with BentoML on the cloud

BentoCloud is the complete platform for enterprise AI teams to build and scale Compound AI systems. It brings cutting-edge AI infrastructure into your cloud environment, enabling AI teams to run inference with unparalleled efficiency, rapidly iterate on system design, and effortlessly scale in production with full observability.

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👀 Follow us on X @bentomlai and LinkedIn

📖 Read our blog

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  1. BentoML BentoML Public

    The easiest way to serve AI apps and models - Build reliable Inference APIs, LLM apps, Multi-model chains, RAG service, and much more!

    Python 6.9k 773

  2. OpenLLM OpenLLM Public

    Run any open-source LLMs, such as Llama 3.1, Gemma, as OpenAI compatible API endpoint in the cloud.

    Python 9.6k 613

Repositories

Showing 10 of 85 repositories
  • BentoML Public

    The easiest way to serve AI apps and models - Build reliable Inference APIs, LLM apps, Multi-model chains, RAG service, and much more!

    bentoml/BentoML’s past year of commit activity
    Python 6,907 Apache-2.0 773 152 14 Updated Aug 23, 2024
  • BentoVLLM Public

    Self-host LLMs with vLLM and BentoML

    bentoml/BentoVLLM’s past year of commit activity
    Python 51 10 3 1 Updated Aug 23, 2024
  • bentoml/BentoBark’s past year of commit activity
    Python 3 0 0 1 Updated Aug 23, 2024
  • BentoYolo Public

    BentoML service of YOLO v8

    bentoml/BentoYolo’s past year of commit activity
    Python 4 Apache-2.0 1 0 0 Updated Aug 23, 2024
  • rag-tutorials Public

    a series of tutorials implementing rag service with BentoML and LlamaIndex

    bentoml/rag-tutorials’s past year of commit activity
    Python 18 4 2 1 Updated Aug 23, 2024
  • bentoml/BentoChatTTS’s past year of commit activity
    Python 20 1 0 0 Updated Aug 23, 2024
  • bentoml/BentoMoirai’s past year of commit activity
    Python 1 0 0 0 Updated Aug 23, 2024
  • bentoml/BentoResnet’s past year of commit activity
    Python 2 1 0 0 Updated Aug 23, 2024
  • bentoml/BentoFunctionCalling’s past year of commit activity
    Python 1 1 0 1 Updated Aug 23, 2024
  • bentoml/helm-charts’s past year of commit activity
    0 0 0 0 Updated Aug 22, 2024

Sponsoring

  • @pdm-project

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