@@ -36,6 +36,9 @@ MATH_TEST_PATH=${DATADIR}/math/test.parquet
3636TRAIN_FILES=" ['$GSM8K_TRAIN_PATH ', '$MATH_TRAIN_PATH ']"
3737TEST_FILES=" ['$GSM8K_TEST_PATH ', '$MATH_TEST_PATH ']"
3838
39+ rollout_n=5
40+ ppo_macro_batch_size=256
41+ ppo_micro_batch_size_per_gpu=16
3942# -----
4043# Launch
4144# -----
@@ -54,16 +57,16 @@ python3 -m verl.trainer.main_ppo \
5457 actor_rollout_ref.model.path=${MODEL_PATH} \
5558 actor_rollout_ref.actor.optim.lr=1e-6 \
5659 actor_rollout_ref.model.use_remove_padding=True \
57- actor_rollout_ref.actor.ppo_mini_batch_size=128 \
58- actor_rollout_ref.actor.ppo_micro_batch_size_per_gpu=8 \
60+ actor_rollout_ref.actor.ppo_mini_batch_size=${ppo_macro_batch_size} \
61+ actor_rollout_ref.actor.ppo_micro_batch_size_per_gpu=${ppo_micro_batch_size_per_gpu} \
5962 actor_rollout_ref.actor.use_kl_loss=True \
6063 actor_rollout_ref.actor.kl_loss_coef=0.001 \
6164 actor_rollout_ref.actor.kl_loss_type=low_var_kl \
6265 actor_rollout_ref.actor.entropy_coeff=0 \
6366 actor_rollout_ref.model.enable_gradient_checkpointing=True \
6467 actor_rollout_ref.actor.fsdp_config.param_offload=False \
6568 actor_rollout_ref.actor.fsdp_config.optimizer_offload=False \
66- actor_rollout_ref.rollout.log_prob_micro_batch_size_per_gpu=8 \
69+ actor_rollout_ref.rollout.log_prob_micro_batch_size_per_gpu=${ppo_micro_batch_size_per_gpu} \
6770 actor_rollout_ref.rollout.tensor_model_parallel_size=${TP} \
6871 actor_rollout_ref.rollout.name=trtllm \
6972 actor_rollout_ref.rollout.mode=" async" \
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