BentoML
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Explore more → **BentoML**
What is BentoML?
BentoML is a framework for building and deploying machine learning models. It simplifies the process of packaging, serving, and managing models, making it easier to deploy them into production environments. It allows users to define a 'Bento' which encapsulates the model, its dependencies, and serving logic, and provides tools for building, testing, and deploying these Bentos to various platforms.
What other technologies are related to BentoML?
BentoML Competitor Technologies
Kubeflow
Kubeflow is an end-to-end MLOps platform that includes model serving capabilities, overlapping with BentoML's functionalities in model deployment and management.
MLFlow
MLflow provides model serving capabilities, particularly with MLflow Models, competing with BentoML's model deployment features.
Flask
Flask is a micro web framework that can be used for creating APIs and deploying simple models, acting as an alternative for simple model serving cases which is also covered by BentoML.
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BentoML Complementary Technologies
DVC
DVC (Data Version Control) is a tool for data and model versioning, which complements BentoML's model serving capabilities by providing a robust way to manage model artifacts.
Ray
Ray is a distributed computing framework that can be used to build and scale machine learning applications. BentoML can leverage Ray for distributed model serving and pre/post processing.
HuggingFace
Hugging Face provides pre-trained models and tools for natural language processing, which can be easily integrated into BentoML services for NLP-related tasks.
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Which job functions commonly mention BentoML?
MLOps Engineer
0.6% of all MLOps Engineer jobs mention BentoML
View 51
jobs on Sumble
Machine Learning
0.2% of all Machine Learning jobs mention BentoML
View 177
jobs on Sumble
AI Engineer
0.1% of all AI Engineer jobs mention BentoML
View 53
jobs on Sumble
Platform Engineer
8 Platform Engineer jobs mention BentoML
View 8
jobs on Sumble
Data Scientist
39 Data Scientist jobs mention BentoML
View 39
jobs on Sumble
Which organizations are mentioning BentoML?
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