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Fine-Tuning in AI Foundry

This repository contains both end-to-end worked examples of fine-tuning in AI Foundry and a collection of sample datasets. Use this repo to explore practical fine-tuning workflows and access ready-to-use data for your own projects.

Data sets

This repository contains a collection of sample datasets that can be used to test and validate various customization techniques on the Azure AI Foundry. These are curated datasets created from various public HuggingFace datasets.

Purpose of these datasets

  • These datasets are meant to be used as a reference to understand how to prepare training/validation data to run finetuning and other customization jobs on the Azure AI Foundry. Do not consider these samples as complete datasets for production use.
  • These datasets can be used for experimental runs, and to check the end-to-end flows while running customization jobs on the Azure AI Foundry. Note, that any training jobs can incur costs on the subscription.

Demos

These demos showcase features or end-to-end experiences related to fine-tuning in AI Foundry.

Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft’s Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party’s policies.

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