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28 lines
957 B
Bash
28 lines
957 B
Bash
#!/bin/bash
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port=29051
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default_args=(
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"--model_name_or_path=google/gemma-2-2b-it"
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"--max_steps=50_000"
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"--target_modules=down_proj"
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"--lora_r=8"
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"--eval_strategy=no"
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"--max_qas_len=2048"
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"--max_qas_per_sample=1"
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"--per_rank_gen=True"
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"--per_layer_processing=True"
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"--gen_lora_l1_reg_coef=0.1"
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)
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uv run accelerate launch --config_file accelerate_config.yaml --main_process_port $port \
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--num_processes=8 --gpu_ids all train.py \
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configs/main_exp/self_gen_lv1_closed_qa_1_l2l.yaml \
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"${default_args[@]}" \
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--model_name_or_path=google/gemma-2-2b-it \
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--target_modules=down_proj --lora_r=8 \
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--eval_strategy=no --max_qas_len=2048 --max_qas_per_sample=1 \
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--per_rank_gen=True --per_layer_processing=True --gen_lora_l1_reg_coef=0.1 \
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--max_steps=80000 --gradient_accumulation_steps=8 --max_packed_inp_len=4096 \
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--max_packed_ctx_len=4096 --use_per_ctx_average_loss=True --use_kl_loss=True \
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--quantize_ctx_encoder=True
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