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Code for NOLA, an implementation of "nola: Compressing LoRA using Linear Combination of Random Basis"

Home Page: https://ucdvision.github.io/NOLA/

License: MIT License

Python 97.08% Shell 2.92%

large-language-models lora peft peft-fine-tuning-llm transformers vision

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nola's Issues

Can not reproduce the results of "Finetuning with NOLA (float)"

Hey @klnavaneet, thank you for your nice work! I follow the instruction of "Finetuning with NOLA (float)" and run the codes, and finally the results are

BLEU: 0.6977
NIST: 8.7974
METEOR: 0.4656
ROUGE_L: 0.7148
CIDEr: 2.4907,
which are a bit lower than those mentioned in your paper.

And I'd greatly appreciate it if you could share the latest version of codes. I'm wondering if I made any mistakes while editing the codes.(There seems to be some bugs in the current version, and I attempted to correct them. Maybe I messed up here.😂)

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