FinetuneDB

FinetuneDB

The AI Fine-tuning Platform

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Description:

FinetuneDB is an AI fine-tuning platform that allows users to easily create and manage datasets to fine-tune LLMs, evaluate outputs, and iterate on production data. It integrates with open-source and proprietary foundation models, and provides a collaborative editor for building datasets. FinetuneDB also offers a variety of features for evaluating model performance, including human and AI feedback, automated evaluations, and model metrics tracking.

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Features

Advantages

  • Easily create and manage datasets to fine-tune LLMs
  • Evaluate outputs and iterate on production data
  • Integrates with open-source and proprietary foundation models
  • Collaborative editor for building datasets
  • Evaluate model performance with human and AI feedback
  • Automated evaluations and model improvements
  • Model metrics tracking
  • Capture production data to fine-tune your model
  • Log production data for ongoing model improvement
  • Advanced filters for precise search
  • Visualize language chains for detailed request view
  • Create prompts collaboratively for best performance
  • Effortlessly track, compare, and refine prompt versions
  • Compare different models and fine-tuned versions
  • Easy integration into production applications
  • Fully compatible with OpenAI SDK
  • Capture production data and send it fully async to FinetuneDB
  • Web API for custom integrations
  • Langchain integration for full execution traces
  • Secure encryption of data
  • Strict permissions management
  • SOC 2 compliance

Disadvantages

  • May require technical expertise to use effectively
  • Can be expensive for large-scale use
  • May not be suitable for all types of AI models

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