BentoML Alternatives

Similar projects and alternatives to BentoML

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better BentoML alternative or higher similarity.

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BentoML reviews and mentions

Posts with mentions or reviews of BentoML. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-16.
  • How to Build a Machine Learning Demo in 2022
    7 projects | dev.to | 16 Jan 2022
    Using a general-purpose framework such as FastAPI involves writing a lot of boilerplate code just to get your API endpoint up and running. If deploying a model for a demo is the only thing you are interested in and you do not mind losing some flexibility, you might want to use a specialized serving framework instead. One example is BentoML, which will allow you to get an optimized serving endpoint for your model up and running much faster and with less overhead than a generic web framework. Framework-specific serving solutions such as Tensorflow Serving and TorchServe typically offer optimized performance but can only be used to serve models trained using Tensorflow or PyTorch, respectively.
  • MLH, Open Source, Mapillary & Me
    7 projects | dev.to | 31 Aug 2021
    BentoML - BentoML is a flexible, high-performance framework for serving, managing, and deploying machine learning models.
  • Why do so many people think Python is easier to productionize than R?
    2 projects | reddit.com/r/datascience | 4 Apr 2021
    Also mlflow is not that optimized because it doesnt microbatch like torchserve/tfserving/bentoml. https://github.com/bentoml/BentoML/tree/master/benchmark
  • Ask HN: Who is hiring? (April 2021)
    21 projects | news.ycombinator.com | 1 Apr 2021
    BentoML.ai | ML Engineer, Backend Engineer | Full-time | Bay Area or Remote | Python, Kubernetes, MLOps platform, Data Infra, Tensorflow, PyTorch, etc

    BentoML is an open-source framework for machine learning model serving & deployment https://github.com/bentoml/BentoML

    We are a venture backed startup behind the BentoML open source project, and we are looking for engineers who are passionate about building Open Source, MLOps, ML Platform or developer tools. Email [ chaoyu at bentoml.ai] if you are interested.

    Job descriptions: https://angel.co/company/bentoml

  • [D] What’s the simplest, most lightweight but complete and 100% open source MLOps toolkit? -> MY OWN CONCLUSIONS
    16 projects | reddit.com/r/MachineLearning | 30 Mar 2021
    I've been using BentoML for deployment/serving and it saved my team and I a lot of time. Highly recommend. The only downside is that it's rather new and things are evolving quickly, so you have to keep an eye out for big/breaking changes.

Stats

Basic BentoML repo stats
5
3,495
9.7
4 days ago

bentoml/BentoML is an open source project licensed under Apache License 2.0 which is an OSI approved license.

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