Carton - Alternatives & Competitors
Run any ML model from any programming language.
Carton is an open-source tool enabling developers to run machine learning models from various frameworks using a single, language-agnostic API.
Ranked by Relevance
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1
FastML Simplify your ML workflow, maximize your impact.
FastML is an MLOps boilerplate designed to streamline machine learning workflows. It offers ready-to-use scripts for data handling, modeling, and deployment, accelerating the process of turning ML ideas into reality.
- Pay Once
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2
Striveworks Chariot Build, Deploy, Monitor, and Audit ML Models at Scale
Striveworks Chariot is an MLOps platform that enables rapid building, deployment, and monitoring of machine learning models with full data and model auditability.
- Contact for Pricing
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3
ONNX Runtime Production-grade AI engine for accelerated training and inferencing.
ONNX Runtime is a production-grade AI engine designed to accelerate machine learning training and inferencing across various platforms and languages, supporting Generative AI and performance optimization.
- Free
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4
MLflow ML and GenAI made simple
MLflow is an open-source, end-to-end MLOps platform for building better models and generative AI apps. It simplifies complex ML and generative AI projects, offering comprehensive management from development to production.
- Free
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5
PyTorch An open source machine learning framework for research and production.
PyTorch is an open-source machine learning framework facilitating the transition from research prototyping to production deployment, featuring distributed training and a robust ecosystem.
- Free
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6
Valohai The Scalable MLOps Platform
Valohai is an MLOps platform that streamlines complex machine learning workflows with CI/CD capabilities and pipeline automation, supporting on-premises and any-cloud environments.
- Contact for Pricing
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7
Wallaroo.AI Turnkey Optimized AI Inference Platform
Wallaroo.AI provides a unified platform for deploying, managing, observing, and optimizing AI models in any environment, achieving faster time to value and reduced deployment costs.
- Paid
- From 500$
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8
BentoML Unified Inference Platform for any model, on any cloud
BentoML is a unified inference platform for building scalable AI systems. Deploy any AI/ML model in your cloud with speed and flexibility.
- Usage Based
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9
TensorFlow An End-to-End Open Source Machine Learning Platform
TensorFlow is an open-source platform for machine learning. It provides a comprehensive ecosystem of tools, libraries, and resources for building and deploying ML models.
- Free
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10
Metaflow A Framework for Real-Life ML, AI, and Data Science
Metaflow is an open-source framework that simplifies the building and management of machine learning, AI, and data science projects. It provides tools for versioning, orchestration, and scaling compute resources.
- Free
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11
PlayTorch Build AI-powered mobile prototypes in minutes
PlayTorch enables developers to quickly build AI-powered mobile prototypes. It integrates on-device vision and language models and supports cross-platform app development with PyTorch and React Native.
- Free
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