| set -x | |
| export VLLM_USE_V1=1 | |
| python3 -m verl.trainer.main_ppo \ | |
| algorithm.adv_estimator=gae \ | |
| data.train_files=$HOME/data/dapo-math-17k.parquet \ | |
| data.val_files=$HOME/data/dapo-math-17k.parquet \ | |
| data.train_batch_size=256 \ | |
| data.max_prompt_length=2000 \ | |
| data.max_response_length=12000 \ | |
| data.shuffle=False \ | |
| actor_rollout_ref.model.path=Qwen/Qwen3-8B \ | |
| actor_rollout_ref.model.use_remove_padding=True \ | |
| actor_rollout_ref.model.enable_gradient_checkpointing=True \ | |
| actor_rollout_ref.actor.optim.lr=1e-6 \ | |
| actor_rollout_ref.actor.ppo_mini_batch_size=64 \ | |
| actor_rollout_ref.actor.ppo_micro_batch_size_per_gpu=1 \ | |
| actor_rollout_ref.actor.fsdp_config.param_offload=True \ | |
| actor_rollout_ref.actor.fsdp_config.optimizer_offload=True \ | |
| actor_rollout_ref.actor.use_kl_loss=False \ | |
| actor_rollout_ref.actor.ulysses_sequence_parallel_size=2 \ | |
| actor_rollout_ref.actor.use_dynamic_bsz=True \ | |
| actor_rollout_ref.actor.use_torch_compile=False \ | |
| actor_rollout_ref.rollout.log_prob_micro_batch_size_per_gpu=1 \ | |
| actor_rollout_ref.rollout.tensor_model_parallel_size=1 \ | |
| actor_rollout_ref.rollout.name=vllm \ | |
| actor_rollout_ref.rollout.gpu_memory_utilization=0.9 \ | |
| actor_rollout_ref.rollout.max_num_batched_tokens=14000 \ | |
| actor_rollout_ref.rollout.max_num_seqs=64 \ | |
| actor_rollout_ref.rollout.log_prob_use_dynamic_bsz=True \ | |
| actor_rollout_ref.rollout.enable_chunked_prefill=True \ | |
| actor_rollout_ref.rollout.enforce_eager=False \ | |
| critic.optim.lr=1e-5 \ | |
| critic.model.use_remove_padding=True \ | |
| critic.model.path=Qwen/Qwen3-8B \ | |
| critic.model.enable_gradient_checkpointing=True \ | |
| critic.ppo_micro_batch_size_per_gpu=1 \ | |
| critic.ulysses_sequence_parallel_size=2 \ | |
| critic.model.fsdp_config.param_offload=True \ | |
| critic.model.fsdp_config.optimizer_offload=True \ | |
| critic.use_dynamic_bsz=True \ | |
| trainer.critic_warmup=0 \ | |
| trainer.logger=console \ | |
| trainer.project_name='verl_example_dapo_math_17k' \ | |
| trainer.experiment_name='qwen3_8b_fsdp' \ | |
| trainer.n_gpus_per_node=8 \ | |
| trainer.nnodes=1 \ | |
| trainer.save_freq=20 \ | |
| trainer.test_freq=-1 \ | |
| trainer.val_before_train=False \ | |
| trainer.device=npu \ | |
| trainer.max_actor_ckpt_to_keep=1 \ | |
| trainer.max_critic_ckpt_to_keep=1 \ | |
| trainer.total_training_steps=100 $@ |