[QEff. Finetune_experimental] cherrypicking pr#870
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quic-akuruvil merged 9 commits intoquic:ft_experimental_v1from Mar 18, 2026
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[QEff. Finetune_experimental] cherrypicking pr#870quic-akuruvil merged 9 commits intoquic:ft_experimental_v1from
quic-akuruvil merged 9 commits intoquic:ft_experimental_v1from
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…quic#645) - Added functionality to register dataset, model, optimizer, trainer objects in a registry and fetch the class of given object based on configuration provided. - Also, added simple test cases to verify the functionality. --------- Signed-off-by: Meet Patel <meetkuma@qti.qualcomm.com>
) Adding a Script for Registering and Retrieving Optimizer Classes The script includes: get_optimizer() Returns the optimizer class and kwargs. Additionally, there is a test_optimizer.py script that validates the functionality of the optimizer registration and retrieval process. --------- Signed-off-by: Tanisha Chawada <tchawada@qti.qualcomm.com>
…ong with its test cases. (quic#647) Edited the SFTDataset class to enable custom dataset loading. Updated the dataset.py file to only enable support for SFTDataset type. Created test file to check the functionalities. --------- Signed-off-by: Dhiraj Kumar Sah <dhirajku@qti.qualcomm.com>
Adding a Script for Registering and Retrieving Callback Classes It has create_callback() function which creates an instance of callback. Additionally, there is a test_callbacks.py script that validates the functionality and retrieval process. --------- Signed-off-by: Tanisha Chawada <tchawada@qti.qualcomm.com>
Signed-off-by: Tanisha Chawada <tchawada@qti.qualcomm.com>
- Added Base Model class and HF model class. - Base Model class will support FT for any custom model and will be a common skeleton for any model, including any HF model. - Added unit tests for these. --------- Signed-off-by: Swati Allabadi <sallabad@qti.qualcomm.com> Co-authored-by: Swati Allabadi <sallabad@qti.qualcomm.com> Signed-off-by: Sharvari Medhe <smedhe@qti.qualcomm.com>
This PR contains all the changes of PR quic#660 along with all the comments being addressed. The new PR was created due a rebase issue. Signed-off-by: Dhiraj Kumar Sah <dhirajku@qti.qualcomm.com>
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cherry picking PRs- 697,658,667,666,656,652,647,649,645 --------- Signed-off-by: Meet Patel <meetkuma@qti.qualcomm.com> Signed-off-by: Tanisha Chawada <tchawada@qti.qualcomm.com> Signed-off-by: Dhiraj Kumar Sah <dhirajku@qti.qualcomm.com> Signed-off-by: Sharvari Medhe <smedhe@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com> Signed-off-by: Swati Allabadi <sallabad@qti.qualcomm.com>
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cherry picking PRs- 697,658,667,666,656,652,647,649,645 --------- Signed-off-by: Meet Patel <meetkuma@qti.qualcomm.com> Signed-off-by: Tanisha Chawada <tchawada@qti.qualcomm.com> Signed-off-by: Dhiraj Kumar Sah <dhirajku@qti.qualcomm.com> Signed-off-by: Sharvari Medhe <smedhe@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com> Signed-off-by: Swati Allabadi <sallabad@qti.qualcomm.com>
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cherry picking PRs- 697,658,667,666,656,652,647,649,645 --------- Signed-off-by: Meet Patel <meetkuma@qti.qualcomm.com> Signed-off-by: Tanisha Chawada <tchawada@qti.qualcomm.com> Signed-off-by: Dhiraj Kumar Sah <dhirajku@qti.qualcomm.com> Signed-off-by: Sharvari Medhe <smedhe@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com> Signed-off-by: Swati Allabadi <sallabad@qti.qualcomm.com>
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cherry picking PRs- 697,658,667,666,656,652,647,649,645 --------- Signed-off-by: Meet Patel <meetkuma@qti.qualcomm.com> Signed-off-by: Tanisha Chawada <tchawada@qti.qualcomm.com> Signed-off-by: Dhiraj Kumar Sah <dhirajku@qti.qualcomm.com> Signed-off-by: Sharvari Medhe <smedhe@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com> Signed-off-by: Swati Allabadi <sallabad@qti.qualcomm.com>
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cherry picking PRs- 697,658,667,666,656,652,647,649,645 --------- Signed-off-by: Meet Patel <meetkuma@qti.qualcomm.com> Signed-off-by: Tanisha Chawada <tchawada@qti.qualcomm.com> Signed-off-by: Dhiraj Kumar Sah <dhirajku@qti.qualcomm.com> Signed-off-by: Sharvari Medhe <smedhe@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com> Signed-off-by: Swati Allabadi <sallabad@qti.qualcomm.com>
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cherry picking PRs- 697,658,667,666,656,652,647,649,645 --------- Signed-off-by: Meet Patel <meetkuma@qti.qualcomm.com> Signed-off-by: Tanisha Chawada <tchawada@qti.qualcomm.com> Signed-off-by: Dhiraj Kumar Sah <dhirajku@qti.qualcomm.com> Signed-off-by: Sharvari Medhe <smedhe@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com> Signed-off-by: Swati Allabadi <sallabad@qti.qualcomm.com>
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cherry picking PRs- 697,658,667,666,656,652,647,649,645 --------- Signed-off-by: Meet Patel <meetkuma@qti.qualcomm.com> Signed-off-by: Tanisha Chawada <tchawada@qti.qualcomm.com> Signed-off-by: Dhiraj Kumar Sah <dhirajku@qti.qualcomm.com> Signed-off-by: Sharvari Medhe <smedhe@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com> Signed-off-by: Swati Allabadi <sallabad@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com>
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cherry picking PRs- 697,658,667,666,656,652,647,649,645 --------- Signed-off-by: Meet Patel <meetkuma@qti.qualcomm.com> Signed-off-by: Tanisha Chawada <tchawada@qti.qualcomm.com> Signed-off-by: Dhiraj Kumar Sah <dhirajku@qti.qualcomm.com> Signed-off-by: Sharvari Medhe <smedhe@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com> Signed-off-by: Swati Allabadi <sallabad@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com>
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cherry picking PRs- 697,658,667,666,656,652,647,649,645 --------- Signed-off-by: Meet Patel <meetkuma@qti.qualcomm.com> Signed-off-by: Tanisha Chawada <tchawada@qti.qualcomm.com> Signed-off-by: Dhiraj Kumar Sah <dhirajku@qti.qualcomm.com> Signed-off-by: Sharvari Medhe <smedhe@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com> Signed-off-by: Swati Allabadi <sallabad@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com>
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cherry picking PRs- 697,658,667,666,656,652,647,649,645 --------- Signed-off-by: Meet Patel <meetkuma@qti.qualcomm.com> Signed-off-by: Tanisha Chawada <tchawada@qti.qualcomm.com> Signed-off-by: Dhiraj Kumar Sah <dhirajku@qti.qualcomm.com> Signed-off-by: Sharvari Medhe <smedhe@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com> Signed-off-by: Swati Allabadi <sallabad@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com>
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cherry picking PRs- 697,658,667,666,656,652,647,649,645 --------- Signed-off-by: Meet Patel <meetkuma@qti.qualcomm.com> Signed-off-by: Tanisha Chawada <tchawada@qti.qualcomm.com> Signed-off-by: Dhiraj Kumar Sah <dhirajku@qti.qualcomm.com> Signed-off-by: Sharvari Medhe <smedhe@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com> Signed-off-by: Swati Allabadi <sallabad@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com>
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cherry picking PRs- 697,658,667,666,656,652,647,649,645 --------- Signed-off-by: Meet Patel <meetkuma@qti.qualcomm.com> Signed-off-by: Tanisha Chawada <tchawada@qti.qualcomm.com> Signed-off-by: Dhiraj Kumar Sah <dhirajku@qti.qualcomm.com> Signed-off-by: Sharvari Medhe <smedhe@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com> Signed-off-by: Swati Allabadi <sallabad@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com>
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cherry picking PRs- 697,658,667,666,656,652,647,649,645 --------- Signed-off-by: Meet Patel <meetkuma@qti.qualcomm.com> Signed-off-by: Tanisha Chawada <tchawada@qti.qualcomm.com> Signed-off-by: Dhiraj Kumar Sah <dhirajku@qti.qualcomm.com> Signed-off-by: Sharvari Medhe <smedhe@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com> Signed-off-by: Swati Allabadi <sallabad@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com>
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cherry picking PRs- 697,658,667,666,656,652,647,649,645