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OpenPipe Fine-tuning for Production Apps

What is OpenPipe?

OpenPipe provides a comprehensive solution for training and deploying fine-tuned language models. The platform streamlines the entire workflow, from capturing data and training state-of-the-art models to automating deployment and evaluating performance.

With OpenPipe, users can easily manage datasets, models, and evaluations in a centralized location. The service focuses in continuous improvement, enabling businesses to minimize errors, improve the user experience and save time and money.

Features

  • Data Capture: Automatically record LLM requests and responses.
  • Model Training: Two-click training of state-of-the-art models.
  • Automated Deployment: Managed endpoints that scale to millions of requests.
  • Evaluate & Compare: Use LLM-as-judge evals to quickly gauge performance.
  • Easy Integration: Simply update your SDK import statement and add an OpenPipe API key.
  • Own Your Weights: Own your own weights when you fine-tune open-source models.

Use Cases

  • Replacing expensive LLMs like GPT-4 with cost-effective, fine-tuned models.
  • Processing large datasets for classification or other tasks.
  • Developing custom voice bots with low latency.
  • Creating and deploying task-specific models for improved accuracy.

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