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BentoML

The easiest way to build fast and reliable AI serving systems

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🍱 BentoML: The Unified Serving Framework for AI/ML 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.

🎨 Examples: Learn by doing!

A collection of examples for BentoML, from deploying OpenAI-compatible LLM service, to building voice phone calling agents and RAG applications. Use these examples to learn how to use BentoML and build your own solutions.

🦾 OpenLLM: Self-hosting Large Language Models Made Easy

Run any open-source LLMs (Llama, Mistral, Qwen, Phi and more) or custom fine-tuned 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: Unified Inference Platform for any model, on any cloud

BentoCloud is the easist way to build and deploy with BentoML, in our cloud or yours. It brings fast and scalable inference infrastructure into any cloud, allowing AI teams to move 10x faster in building AI applications with ML/AI models, while reducing compute cost - by maxmizing compute utilization, fast GPU autoscaling, minimimal coldstarts and full observability. Sign up today!.

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📖 Read our blog

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  1. BentoML BentoML Public

    The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

    Python 7.2k 794

  2. OpenLLM OpenLLM Public

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

    Python 10.2k 642

  3. BentoDiffusion BentoDiffusion Public

    BentoDiffusion: A collection of diffusion models served with BentoML

    Python 340 25

  4. BentoVoiceAgent BentoVoiceAgent Public

    Build Phone Calling Voice Agent fully powered by open source models.

    Python 5 1

Repositories

Showing 10 of 103 repositories
  • comfy-pack Public

    ComfyPack - A comprehensive toolkit for standardizing, packaging and deploying ComfyUI workflows as reproducible environments and production-ready REST services.

    bentoml/comfy-pack’s past year of commit activity
    Python 2 Apache-2.0 0 1 0 Updated Dec 5, 2024
  • BentoML Public

    The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

    bentoml/BentoML’s past year of commit activity
    Python 7,197 Apache-2.0 794 156 11 Updated Dec 5, 2024
  • bentoml/BentoColPali’s past year of commit activity
    Python 9 0 0 0 Updated Dec 4, 2024
  • bentoml/helm-charts’s past year of commit activity
    0 0 0 0 Updated Dec 4, 2024
  • yatai-image-builder Public

    🐳 Build OCI images for Bentos in k8s

    bentoml/yatai-image-builder’s past year of commit activity
    Go 16 9 4 8 Updated Dec 4, 2024
  • OpenLLM Public

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

    bentoml/OpenLLM’s past year of commit activity
    Python 10,163 Apache-2.0 642 19 0 Updated Dec 3, 2024
  • BentoVLLM Public

    Self-host LLMs with vLLM and BentoML

    bentoml/BentoVLLM’s past year of commit activity
    Python 74 12 4 2 Updated Nov 29, 2024
  • s5cmd Public Forked from peak/s5cmd

    Parallel S3 and local filesystem execution tool.

    bentoml/s5cmd’s past year of commit activity
    Go 0 MIT 251 0 0 Updated Nov 26, 2024
  • bentoml/BentoTwilioConversationRelay’s past year of commit activity
    Python 1 0 0 0 Updated Nov 26, 2024
  • bentoml/BentoWhisperX’s past year of commit activity
    Python 11 5 0 8 Updated Nov 25, 2024