Top AI tools for MLOps
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Databricks The Data Intelligence PlatformDatabricks is a unified data intelligence platform that combines data, analytics, and AI. It helps organizations leverage their data for generative AI applications, democratize insights, and reduce costs.
- Usage Based
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TuneMyAI Tune your Stable Diffusion models in minutesTuneMyAI offers a fast and easy way to finetune and deploy Stable Diffusion models. It handles MLOps, allowing users to focus on product development.
- Paid
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The Full Stack Master the Entire Lifecycle of AI-Powered Product DevelopmentThe Full Stack offers courses and resources for building AI-powered products, covering everything from initial concept to deployment and continual learning.
- Free
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XetHub Accelerating AI Collaboration on Hugging FaceXetHub provides a backend storage solution for Hugging Face, enabling large-scale collaboration and streamlined development for ML teams. It offers software-style development practices for machine learning projects.
- Free
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Wallaroo.AI Turnkey Optimized AI Inference PlatformWallaroo.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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VESSL AI Operationalize Full Spectrum AI & LLMsVESSL AI provides a full-stack cloud infrastructure for AI, enabling users to train, deploy, and manage AI models and workflows with ease and efficiency.
- Usage Based
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Picsellia Scale, Start, Improve Your Vision AI ApplicationPicsellia is an MLOps platform designed specifically for Computer Vision, enabling teams to build, train, monitor, and improve their applications.
- Contact for Pricing
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ClearML The End-to-End Platform for AI BuildersClearML is an open-source platform designed to accelerate the development and deployment of AI/ML and LLM models at scale, offering a complete solution for developers.
- Freemium
- From 15$
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Practicus AI The Unified Platform for Generative AI and Data IntelligencePracticus AI is a comprehensive platform for building and deploying generative AI models and data intelligence solutions. It offers a unified environment for data science, analytics, and observability, with deployment options across cloud, on-premises, and air-gapped networks.
- Freemium
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Valohai The Scalable MLOps PlatformValohai 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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BoundaryML An Expressive Language for Structured Text GenerationBoundaryML (BAML) is a language designed for reliable structured text generation from Large Language Models (LLMs). It offers features like JSON error correction, schema coercion, and improved function-calling.
- Freemium
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Striveworks Chariot Build, Deploy, Monitor, and Audit ML Models at ScaleStriveworks 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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Metaflow A Framework for Real-Life ML, AI, and Data ScienceMetaflow 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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alwaysAI Real-Time Computer Vision Solutions for Process Automation and Actionable InsightsalwaysAI offers a comprehensive computer vision platform that provides real-time analytics and insights for various industries. It helps businesses automate processes, enhance operations, and improve ROI.
- Contact for Pricing
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