Fractal

ML platformML platformML platform
Accelerate your ML journey

Tune better models faster. Deploy in a few clicks.

  • Simple interface
    Easy-to-use SDK and web GUI to track,
    compare, visualize and optimize
    ML models — from training runs
    to production monitoring
  • Adaptive Auto ML
    Start with our collection of enterprise level
    models and tune them to your needs
    in just a few clicks
  • Continuous human insight
    Connect to the Toloka data labeling platform
    for tuning models, production monitoring,
    and evaluating model predictions with
    the power of the crowd

A world-class toolkit for machine learning

The one-stop platform with everything you need to improve your products with machine learning

Adaptive Auto ML

Choose from our catalog of models that are pre-trained and tuned to solve problems in specific domains.

  • Sentiment analysis for Finance
  • Multilingual speech recognition
  • Content moderation
  • and more
Learn more
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GUI for model inference

Run inference in the browser to play with your model and find out what it can do.

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Production monitoring

Native integration of tracking metrics makes monitoring easy.

  • Evaluate model production metrics
    in real time
  • Monitor health, technical, and availability metrics in one place
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Dataset management

Dataset versioning, data streaming, and data labeling embedded into the platform.

  • Track the dataset and version used in each training iteration
  • Use our tools to label data yourself or access Toloka's huge crowd for large-scale data labeling
  • Connect your data streams for continual data processing and model tuning
    Coming soon
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Experiment tracking

Run training directly on the platform.

  • Track hyperparameters, optimization methods, and metrics for model tuning
  • Link them to models and datasets for transparent flow
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Tools for performance comparisons

At-a-glance visual tools to keep up with new metrics.

  • Identify slices that reveal bias or low accuracy
  • Track changes over time for 360-degree model monitoring
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Get started now

Explore how to leverage pre-trained models,
large-scale data labeling with a global crowd,
and experiment tracking.
Try for freeTalk to us
Fractal