Upload 4 files
Browse files- Modelfile2 +1 -0
- Note.txt +28 -0
- config.yaml +6 -0
- gemma3-custom.gguf +3 -0
Modelfile2
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Note.txt
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(mlx_env) qsnich-it@MacBook-Air-khxng-Qsnich-IT Finetune % git clone https://github.com/ggerganov/llama.cpp.git
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(mlx_env) qsnich-it@MacBook-Air-khxng-Qsnich-IT Finetune % pip install -r llama.cpp/requirements.txt
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(mlx_env) qsnich-it@MacBook-Air-khxng-Qsnich-IT Finetune % pip install torch sentencepiece
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(mlx_env) qsnich-it@MacBook-Air-khxng-Qsnich-IT Finetune % python -m mlx_lm lora \
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--model google/gemma-3-4b-it \
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--data ./data \
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--train \
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--iters 200 \
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--batch-size 1 \
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--learning-rate 1e-5 \
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--mask-prompt \
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--num-layers 8 \
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--adapter-path ./adapters
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(mlx_env) qsnich-it@MacBook-Air-khxng-Qsnich-IT Finetune % mlx_lm.fuse \
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--model google/gemma-3-4b-it \
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--adapter-path adapters \
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--save-path ./gemma3-fused-f16
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(mlx_env) qsnich-it@MacBook-Air-khxng-Qsnich-IT Finetune % python llama.cpp/convert_hf_to_gguf.py ./gemma3-fused-f16 \
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--outfile gemma3-custom.gguf \
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--outtype f16
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(mlx_env) qsnich-it@MacBook-Air-khxng-Qsnich-IT Finetune % nano Modelfile
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(mlx_env) qsnich-it@MacBook-Air-khxng-Qsnich-IT Finetune % ollama create gemma3-jarvic -f Modelfile2
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config.yaml
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# config.yaml
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lora_parameters:
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rank: 4
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alpha: 16
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dropout: 0.05
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target_modules: ["q_proj", "v_proj"]
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gemma3-custom.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:ab7ab4badf5bcaebd286dc19eeeb44c643df6246cfc48e2ba830882996a8d046
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size 7767803808
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