wehub-resource-sync
37 lines
1.1 KiB
Bash
37 lines
1.1 KiB
Bash
SYSTEM_PROMPT="""You are a helpful math assistant. Solve the problem step by step and put your final answer within \\boxed{}."""
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CUDA_VISIBLE_DEVICES=0,1,2,3 \
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NPROC_PER_NODE=4 \
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swift rlhf \
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--rlhf_type grpo \
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--model Qwen/Qwen3.5-2B \
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--teacher_model Qwen/Qwen3.5-9B \
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--enable_thinking false \
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--tuner_type lora \
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--use_vllm true \
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--vllm_mode colocate \
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--vllm_gpu_memory_utilization 0.5 \
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--vllm_tensor_parallel_size 1 \
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--vllm_max_model_len 4096 \
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--sleep_level 1 \
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--dataset 'modelscope/gsm8k' \
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--torch_dtype bfloat16 \
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--num_generations 1 \
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--per_device_train_batch_size 2 \
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--gradient_accumulation_steps 2 \
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--learning_rate 5e-5 \
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--logging_steps 1 \
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--save_steps 100 \
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--save_total_limit 10 \
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--max_length 2048 \
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--max_completion_length 2048 \
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--deepspeed zero2 \
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--warmup_ratio 0.1 \
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--save_only_model true \
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--dataloader_num_workers 4 \
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--dataset_num_proc 4 \
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--attn_impl flash_attn \
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--log_completions true \
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--log_rollout_offpolicy_metrics true \
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--report_to tensorboard swanlab
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