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Reproduce Lora results is close but not accurate #165

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harsh306 opened this issue Mar 18, 2024 · 3 comments
Open

Reproduce Lora results is close but not accurate #165

harsh306 opened this issue Mar 18, 2024 · 3 comments

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@harsh306
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Getting this result
image

For these Hyperprams:

https://github.com/microsoft/LoRA/tree/main/examples/NLG#replicating-our-result-on-e2e

What were the hyperparameters for results in the paper:
https://github.com/microsoft/LoRA/tree/main/examples/NLG#adapting-gpt-2-using-lora

@harsh306 harsh306 changed the title Reproduce Lora results Reproduce Lora results is close but not accurate Mar 18, 2024
@qwertyczx
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Hi, I met similar problem with you.This is my result:
BLEU: 0.6865
NIST: 8.6808
METEOR: 0.4638
ROUGE_L: 0.7116
CIDEr: 2.5030
I reproduce it with V100-32g, following steps in: https://github.com/microsoft/LoRA/tree/main/examples/NLG#replicating-our-result-on-e2e

@RayCyder
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me too

@xiaoshingshing2
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I have the same problem. This is my result:
BELU: 0.6885
NIST: 8.68
METEOR: 0.4638
ROUGE_L: 0.7139
CIDEr: 2.5079
I reproduce it with A100-40g, following exactly the same process as in readme.

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4 participants