wehub-resource-sync
62 lines
1.7 KiB
Bash
62 lines
1.7 KiB
Bash
SYSTEM_PROMPT="""You are a helpful math assistant. Solve the problem step by step and put your final answer within \\boxed{}."""
|
|
|
|
CUDA_VISIBLE_DEVICES=0,1 \
|
|
NPROC_PER_NODE=2 \
|
|
megatron rlhf \
|
|
--rlhf_type grpo \
|
|
--model Qwen/Qwen3.5-2B \
|
|
--teacher_model Qwen/Qwen3.5-9B \
|
|
--enable_thinking false \
|
|
--save_safetensors true \
|
|
--expert_model_parallel_size 1 \
|
|
--tensor_model_parallel_size 2 \
|
|
--pipeline_model_parallel_size 1 \
|
|
--sequence_parallel true \
|
|
--system "$SYSTEM_PROMPT" \
|
|
--dataset modelscope/gsm8k \
|
|
--num_train_epochs 1 \
|
|
--global_batch_size 16 \
|
|
--micro_batch_size 2 \
|
|
--steps_per_generation 2 \
|
|
--num_generations 1 \
|
|
--use_vllm true \
|
|
--vllm_mode colocate \
|
|
--vllm_gpu_memory_utilization 0.6 \
|
|
--vllm_tensor_parallel_size 1 \
|
|
--vllm_max_model_len 12288 \
|
|
--sleep_level 1 \
|
|
--freeze_vit false \
|
|
--max_length 4096 \
|
|
--max_completion_length 2048 \
|
|
--tuner_type lora \
|
|
--lora_rank 8 \
|
|
--lora_alpha 32 \
|
|
--target_modules all-linear \
|
|
--lr 3e-5 \
|
|
--bf16 true \
|
|
--beta 0 \
|
|
--epsilon 0.2 \
|
|
--epsilon_high 0.2 \
|
|
--loss_type grpo \
|
|
--offload_model true \
|
|
--offload_bridge false \
|
|
--offload_optimizer true \
|
|
--log_rollout_offpolicy_metrics true \
|
|
--logging_steps 1 \
|
|
--recompute_granularity selective \
|
|
--finetune \
|
|
--dataloader_num_workers 8 \
|
|
--dataset_num_proc 8 \
|
|
--no_save_optim \
|
|
--no_save_rng \
|
|
--attention_backend flash \
|
|
--temperature 1 \
|
|
--padding_free false \
|
|
--log_completions true \
|
|
--report_to swanlab \
|
|
--train_iters 1000 \
|
|
--eval_steps 1000 \
|
|
--save_steps 100 \
|
|
--top_k 0 \
|
|
--top_p 1
|