Determined AI vs. Guild AI Comparison


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Drop-in replacement for Semantic Kernel through its Microsoft.Extensions.AI compatibility layer. 29 Ratings Visit Website StackAI StackAI is an enterprise AI automation platform to build end-to-end internal tools and processes with AI agents in a fully compliant and secure way. Designed for large, regulated organizations, it enables teams to automate complex workflows across operations, compliance, finance, IT, and support without heavy engineering. 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About Distributed training without changing your model code, determined takes care of provisioning machines, networking, data loading, and fault tolerance. Our open source deep learning platform enables you to train models in hours and minutes, not days and weeks. Instead of arduous tasks like manual hyperparameter tuning, re-running faulty jobs, and worrying about hardware resources. Our distributed training implementation outperforms the industry standard, requires no code changes, and is fully integrated with our state-of-the-art training platform. With built-in experiment tracking and visualization, Determined records metrics automatically, makes your ML projects reproducible and allows your team to collaborate more easily. Your researchers will be able to build on the progress of their team and innovate in their domain, instead of fretting over errors and infrastructure.	About Guild AI is an open-source experiment tracking toolkit designed to bring systematic control to machine learning workflows, enabling users to build better models faster. It automatically captures every detail of training runs as unique experiments, facilitating comprehensive tracking and analysis. Users can compare and analyze runs to deepen their understanding and incrementally improve models. Guild AI simplifies hyperparameter tuning by applying state-of-the-art algorithms through straightforward commands, eliminating the need for complex trial setups. It also supports the automation of pipelines, accelerating model development, reducing errors, and providing measurable results. The toolkit is platform-agnostic, running on all major operating systems and integrating seamlessly with existing software engineering tools. Guild AI supports various remote storage types, including Amazon S3, Google Cloud Storage, Azure Blob Storage, and SSH servers.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Companies looking for an open source deep learning training platform that makes building models fast and easy	Audience Individuals and teams seeking a solution to track experiments, automate pipelines, and optimize their hyperparameters
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
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Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Determined AI United States www.determined.ai/	Company Information Guild AI Founded: 2018 United States guild.ai/
Alternatives Comet	Alternatives Keepsake Replicate
Gemini Enterprise Agent Platform Google	Guild Jeweler Guild Jeweler Software Solutions
ClearML	Weights & Biases
Ray Anyscale	Determined AI
TensorFlow View All	neptune.ai View All
Categories AI Development Supported Artificial Intelligence Supported Deep Learning Supported ML Experiment Tracking Supported	Categories ML Experiment Tracking Supported

Integrations Amazon S3 Supported TensorFlow Supported Amazon SageMaker Supported Amazon Web Services (AWS) Supported Apache Airflow Supported Apache Spark Supported Azure Blob Storage Not Supported Google Cloud Platform Supported Google Cloud Storage Not Supported HTML Not Supported Jupyter Notebook Not Supported Keras Not Supported LaTeX Not Supported MLflow Supported MXNet Not Supported Markdown Not Supported Pachyderm Supported PyTorch Not Supported Seldon Supported scikit-learn Not Supported Show More Integrations View All 11 Integrations	Integrations Amazon S3 Supported TensorFlow Supported Amazon SageMaker Not Supported Amazon Web Services (AWS) Not Supported Apache Airflow Not Supported Apache Spark Not Supported Azure Blob Storage Supported Google Cloud Platform Not Supported Google Cloud Storage Supported HTML Supported Jupyter Notebook Supported Keras Supported LaTeX Supported MLflow Not Supported MXNet Supported Markdown Supported Pachyderm Not Supported PyTorch Supported Seldon Not Supported scikit-learn Supported Show More Integrations View All 12 Integrations
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