bentoml / BentoMLLinks
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
☆7,787Updated this week
Alternatives and similar repositories for BentoML
Users that are interested in BentoML are comparing it to the libraries listed below
Sorting:
- ZenML 🙏: The bridge between ML and Ops. https://zenml.io.☆4,637Updated this week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,554Updated this week
- Open source platform for the machine learning lifecycle☆20,923Updated this week
- The Open Source Feature Store for AI/ML☆6,144Updated this week
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆6,280Updated last week
- Build, Manage and Deploy AI/ML Systems☆8,888Updated this week
- Serve, optimize and scale PyTorch models in production☆4,336Updated this week
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,107Updated 2 weeks ago
- A curated list of awesome MLOps tools☆4,560Updated 6 months ago
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆3,821Updated 2 weeks ago
- ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling …☆6,050Updated this week
- Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets☆4,544Updated last week
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and…☆10,389Updated this week
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,443Updated 2 months ago
- A system for quickly generating training data with weak supervision☆5,870Updated last year
- Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per s…☆8,393Updated 8 months ago
- SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 16+ clouds). Get unified execution, cost savings, and high GPU availability v…☆8,261Updated this week
- 🦉 Data Versioning and ML Experiments☆14,563Updated this week
- An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model perf…☆2,726Updated 5 months ago
- MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle☆3,645Updated last week
- Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.☆6,297Updated this week
- Parallel computing with task scheduling☆13,277Updated this week
- Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, …☆3,148Updated 3 months ago
- An open-source, low-code machine learning library in Python☆9,365Updated 2 months ago
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆9,347Updated this week
- Machine Learning Pipelines for Kubeflow☆3,861Updated this week
- Developer-friendly, embedded retrieval engine for multimodal AI. Search More; Manage Less.☆6,651Updated last week
- cuDF - GPU DataFrame Library☆8,987Updated this week
- A curated list of references for MLOps☆13,178Updated 6 months ago
- Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stre…☆8,665Updated last week