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Commits on Jan 15, 2025

• Update README.md with the link direct to the technical report

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• Update README.md with the citation section

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Commits on Jul 30, 2024

• trainable hyperparamger (lora rank, adapter size) plot script

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Commits on Jul 21, 2024

• rename experiment type for model size from type 3

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Commits on Jul 18, 2024

• add support to analyze the impact of data size on LoRA, adapter and fine-tuning

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Commits on Feb 17, 2024

• update README about HPC notes

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• update README about HPC notes

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Commits on Feb 16, 2024

• update README.md

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Commits on Feb 15, 2024

• refactor hp search expr by adding sorting data frame by rows and columns values and also output latex

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• fixed fine tuning bug that hangs due to internal accelerate issues by calling on all processes

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Commits on Feb 5, 2024

• add scripts forr finetuning grid hp serach

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• backward compatibility for restarting expr: zero-init optimization step, end training based on global step

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Commits on Jan 27, 2024

• bash scrips changes for lora and prefix tuning

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• fixed adapter scripts for easier rerun

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• Validation ni adapterpeft cluster customized training (#4)

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Commits on Apr 11, 2023

• file path changes

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Commits on Apr 10, 2023

• minor changes

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Commits on Apr 9, 2023

• fix training arg

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• lora script

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• fix dataset collation options

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• fix training low memory

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• correct adapter name and ni test data loading and evaluation

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• re-construct arguments

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Commits on Apr 8, 2023

• debug script

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• fix dataset split

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• update readme

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• compute metrics for both dev and test data, training epoches in arg

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Commits on Apr 7, 2023

• train based on epochs, and by default num_epochs is 3

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• load best model in the end and save

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• modularize peft configure and load

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• peft_trainer.py

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Commits on Apr 6, 2023

• fix lora

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• Fixed conflict

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Commits on Apr 4, 2023

• resolve conflicts

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• lora fix

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