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feat: Part 1 - Add FineTuning API #201

Merged
merged 45 commits into from
Mar 15, 2024
Merged

feat: Part 1 - Add FineTuning API #201

merged 45 commits into from
Mar 15, 2024

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ishaansehgal99
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@ishaansehgal99 ishaansehgal99 commented Jan 8, 2024

PEFT - LoRA for Fine-Tuning LLMs

This PR is Part 1 in PRs that will integrate fine tuning into Kaito. This PR is base API code. Future PRs will allow you to specify custom dataset, load config from configmap, and upload training results as image to ACR.

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codecov bot commented Jan 8, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 61.71%. Comparing base (ea83144) to head (aa24f44).

Additional details and impacted files
@@           Coverage Diff           @@
##             main     #201   +/-   ##
=======================================
  Coverage   61.71%   61.71%           
=======================================
  Files          14       14           
  Lines        1191     1191           
=======================================
  Hits          735      735           
  Misses        418      418           
  Partials       38       38           

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@ishaansehgal99 ishaansehgal99 changed the title feat: add training api feat: Part 1 - Add FineTuning API Feb 12, 2024
@ishaansehgal99 ishaansehgal99 marked this pull request as ready for review February 12, 2024 22:29
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@Fei-Guo Fei-Guo left a comment

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When you change the location of docker file, you need to update the READMEs that refer to the directory such as https://github.com/Azure/kaito/tree/main/presets/models/llama2.

Replace all string "training" to "tuning", here and there.

@ishaansehgal99 ishaansehgal99 merged commit ec8a8e2 into main Mar 15, 2024
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@ishaansehgal99 ishaansehgal99 deleted the Ishaan/llm-tuning branch March 15, 2024 18:35
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2 participants