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23 lines
959 B
Bash
23 lines
959 B
Bash
#!/bin/bash
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#SBATCH --job-name=ctxlora_medium
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#SBATCH --partition=a3
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#SBATCH --nodes=1
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#SBATCH --gpus=4
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#SBATCH --output=outputs/%x-%j.out
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#SBATCH --error=outputs/%x-%j.out
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uv run accelerate launch --num_processes=4 --gradient_accumulation_steps=8 --gradient_clipping=1.0 \
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--gpu_ids all --main_process_port 29561 intx_sft.py configs/qa.yaml \
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--model_name_or_path=google/gemma-2-2b-it --num_train_epochs=4 --per_device_train_batch_size=32 \
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--gradient_accumulation_steps=8 --per_device_eval_batch_size=32 --exp_setup=hyper_lora --aggregator_type=perceiver \
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--target_modules=down_proj \
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--num_self_attends_per_block=4 --num_latent_factor=1 \
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--lora_r=8 \
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--eval_steps=5000 --save_steps=5000 --learning_rate=4e-5 --lora_dropout=0.0 \
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--neftune_noise_alpha=5 --use_light_weight_lora=False \
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--add_negative_prompt=False \
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--add_repeat_prompt=False \
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--use_sequence_packing=True --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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