google / google/gemma.cpp

Gemma.cpp hangs on a Gemma 7B model that was finetuned using huggingface peft(QLoRA)

Aperta
#198 14 commenti 0 reazioni 1 assegnatario Rivendicata da @jan-wassenberg Vedi su GitHub
Gemma-7b type:performance
Lingua principale
C++
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7k
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20h 43m
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Descrizione

Hi, thanks for the interesting project!

I create Gemma 7B based model [webbigdata/C3TR-Adapter](https://huggingface.co/webbigdata/C3TR-Adapter).
This model is Huggingface transformer format and translation-only model with original prompt templates fine-tuned by QLoRA.

So, I convert this to pytorch(.ckpt), and result is [f32_merge_model.ckpt](https://huggingface.co/dahara1/gemma_cpp_test/blob/main/f32_merge_model.ckpt)
I have confirmed that f32_merge_model.ckpt works.

Then, run this command, no error message.
python3 convert_weights.py --tokenizer [tokenizer.model](https://huggingface.co/dahara1/gemma_cpp_test/blob/main/tokenizer.model) --weight f32_merge_model.ckpt --output_file [gemma_cpp_merge.bin](https://huggingface.co/dahara1/gemma_cpp_test/blob/main/gemma_cpp_merge.bin) --model_type 7b

Then, run this command, no error message.
./build/compress_weights --weights util/gemma_cpp_merge.bin --model 7b-pt --compressed_weights util/[gemma_cpp_merge.sbs](https://huggingface.co/dahara1/gemma_cpp_test/blob/main/gemma_cpp_merge.bin)

Then, run gemma.cpp, no error message.
./build/gemma --tokenizer util/tokenizer.model --compressed_weights util/gemma_cpp_merge.sbs --model 7b-pt

and input my prompt
[### Instruction:\nTranslate English to Japanese.\n\n### Input:\nThis is a test input.\n\n### Response:\n]

but model can't output anything.

Is there something wrong with the procedure?

![gemma-error](https://github.com/google/gemma.cpp/assets/87654083/728e0026-e9d7-4150-879c-0bda537762f2)
![hungon](https://github.com/google/gemma.cpp/assets/87654083/9f927e90-8ae6-4ef6-81a0-604c4c5e0651)

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