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Fine-tuned Model Quality #6327

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nichellehouston opened this issue Dec 13, 2024 · 1 comment
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Fine-tuned Model Quality #6327

nichellehouston opened this issue Dec 13, 2024 · 1 comment
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@nichellehouston
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I fine tuned gemma 2b and 9b to translate language with json dataset
{
"instruction": "Translation text from english into french",
"input": "english word or Sentence",
"output": "french word or Sentence"
},
after fine tune finished copy/paste one of word or Sentence used in dataset but translate wrong.I use different dataset size 1k-50k and Settings.
batch_size=1-2-4
gradient_accumulation_steps=2-4-8
num_train_epochs=3-4
lora_rank=8-16-32
lora_alpha=16-32

training_loss report:
training_loss (2)
training_loss (3)
training_loss
training_loss (1)

@github-actions github-actions bot added the pending This problem is yet to be addressed label Dec 13, 2024
@hiyouga
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hiyouga commented Dec 14, 2024

see FAQs

@hiyouga hiyouga closed this as completed Dec 14, 2024
@hiyouga hiyouga added duplicate This issue or pull request already exists and removed pending This problem is yet to be addressed labels Dec 14, 2024
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