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a4a9ae7 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 | #!/bin/bash
deepspeed --num_gpus 1 main.py \
--actor_model_name_or_path ../step1_supervised_finetuning/output_sft_en \
--critic_model_name_or_path ../step2_reward_model_finetuning/output_rm_en \
--data_path /home/ubuntu/DeepSpeedExamples/applications/DeepSpeed-Chat/training/step1_supervised_finetuning/datasets \
--actor_zero_stage 2 \
--critic_zero_stage 2 \
--per_device_generation_batch_size 1 \
--per_device_training_batch_size 1 \
--num_padding_at_beginning 1 \
--gradient_accumulation_steps 1 \
--max_prompt_seq_len 64 \
--max_answer_seq_len 128 \
--actor_lora_dim 64 \
--critic_lora_dim 64 \
--dtype bf16 \
--deepspeed \
--enable_hybrid_engine \
--actor_dropout 0.1 \
--offload \
--offload_reference_model \
--offload_reward_model \
--tensorboard_path ./output \
--output_dir ./output &> ./output/training.log
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