Unverified Commit 006a3d09 authored by williamzhangNU's avatar williamzhangNU Committed by GitHub
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Merge pull request #3 from JamesKrW/kr_dev 

Kr dev
parents ea6204ed fd63ec3a

vagen/examples/sokoban/debug_qwen0_5_1_gpu_grpo.sh

+3 −3
Original line number Diff line number Diff line
@@ -58,9 +58,9 @@ python3 -m vagen.trainer.main_ppo \ 
    trainer.save_freq=50 \

    trainer.test_freq=2 \

    trainer.total_epochs=15 \

    rollout_manger.max_turns=1 \

    rollout_manger.window_size=5 \

    rollout_manager.max_turns=1 \

    rollout_manager.window_size=5 \

    trainer.val_before_train=True \

    trainer.val_generations_to_log_to_wandb=2 \

    rollout_manger.n_trajectory=8 \

    rollout_manager.n_trajectory=8 \

    2>&1 | tee debug_qwen0_5_1_gpu_grpo.log

vagen/examples/sokoban/debug_qwen0_5_1_gpu_ppo.sh

+3 −3
Original line number Diff line number Diff line
@@ -63,9 +63,9 @@ python3 -m vagen.trainer.main_ppo \ 
    trainer.save_freq=100 \

    trainer.test_freq=5 \

    trainer.total_epochs=15 \

    rollout_manger.max_turns=1 \

    rollout_manger.window_size=5 \

    rollout_manager.max_turns=1 \

    rollout_manager.window_size=5 \

    trainer.val_before_train=True \

    trainer.val_generations_to_log_to_wandb=4 \

    rollout_manger.n_trajectory=2 \

    rollout_manager.n_trajectory=2 \

    2>&1 | tee debug_qwen0_5_1_gpu_ppo.log

vagen/examples/sokoban/debug_qwen0_5_1_gpu_ppo_multi_turn_ppo.sh

0 → 100644
+71 −0
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set -x



export VLLM_ATTENTION_BACKEND=XFORMERS

export PYTHONHASHSEED=0



python -m vagen.env.sokoban.create_dataset \

    --data_dir data/sokoban-text-1-step \

    --max_action_length 1 \

    --dim_room 6 6 \

    --num_boxes 1 \

    --max_steps 100 \

    --search_depth 30 \

    --start_seed 0 \

    --train_ratio 0.8 \

    --n_candidate 20000



# max_trajectory_length = max_prompt_length + max_response_length



python3 -m vagen.trainer.main_ppo \

    algorithm.adv_estimator=multi_turn_gae \

    data.train_files=data/sokoban-text-1-step/train.parquet \

    data.val_files=data/sokoban-text-1-step/test.parquet \

    data.train_batch_size=64 \

    data.max_prompt_length=768 \

    data.max_response_length=128 \

    data.max_trajectory_length=1024 \

    data.image_key=images \

    actor_rollout_ref.model.path=Qwen/Qwen2.5-0.5B-Instruct \

    actor_rollout_ref.actor.optim.lr=1e-6 \

    actor_rollout_ref.model.use_remove_padding=False \

    actor_rollout_ref.actor.ppo_mini_batch_size=32 \

    actor_rollout_ref.actor.ppo_micro_batch_size_per_gpu=2 \

    actor_rollout_ref.actor.use_kl_loss=False \

    actor_rollout_ref.actor.kl_loss_coef=0.001 \

    actor_rollout_ref.actor.kl_loss_type=low_var_kl \

    actor_rollout_ref.model.enable_gradient_checkpointing=True \

    actor_rollout_ref.actor.fsdp_config.param_offload=False \

    actor_rollout_ref.actor.fsdp_config.optimizer_offload=False \

    actor_rollout_ref.rollout.log_prob_micro_batch_size_per_gpu=2 \

    actor_rollout_ref.rollout.tensor_model_parallel_size=1 \

    actor_rollout_ref.rollout.name=vllm \

    actor_rollout_ref.rollout.gpu_memory_utilization=0.4 \

    actor_rollout_ref.rollout.enable_chunked_prefill=False \

    actor_rollout_ref.rollout.enforce_eager=False \

    actor_rollout_ref.rollout.free_cache_engine=False \

    actor_rollout_ref.rollout.n=1 \

    actor_rollout_ref.ref.log_prob_micro_batch_size_per_gpu=2 \

    actor_rollout_ref.ref.fsdp_config.param_offload=True \

    critic.optim.lr=1e-5 \

    critic.model.use_remove_padding=False \

    critic.model.path=Qwen/Qwen2.5-0.5B-Instruct \

    critic.model.enable_gradient_checkpointing=True \

    critic.ppo_micro_batch_size_per_gpu=2 \

    critic.model.fsdp_config.param_offload=False \

    critic.model.fsdp_config.optimizer_offload=False \

    algorithm.kl_ctrl.kl_coef=0.001 \

    trainer.critic_warmup=0 \

    trainer.logger=['console','wandb'] \

    trainer.project_name='vagen' \

    trainer.experiment_name='debug_qwen0_5_1_gpu_ppo_multi_turn_ppo' \

    trainer.n_gpus_per_node=1 \

    trainer.nnodes=1 \

    trainer.save_freq=100 \

    trainer.test_freq=5 \

    trainer.total_epochs=15 \

    rollout_manager.max_turns=2 \

    rollout_manager.window_size=5 \

    trainer.val_before_train=True \

    trainer.val_generations_to_log_to_wandb=2 \

    rollout_manager.n_trajectory=2 \

    2>&1 | tee debug_qwen0_5_1_gpu_ppo_multi_turn_ppo.log

vagen/examples/sokoban/debug_qwen0_5_4_gpu_grpo.sh

+3 −3
Original line number Diff line number Diff line
@@ -57,11 +57,11 @@ python3 -m vagen.trainer.main_ppo \ 
    trainer.save_freq=50 \

    trainer.test_freq=2 \

    trainer.total_epochs=15 \

    rollout_manger.max_turns=1 \

    rollout_manger.window_size=5 \

    rollout_manager.max_turns=1 \

    rollout_manager.window_size=5 \

    trainer.val_before_train=True \

    trainer.val_generations_to_log_to_wandb=2 \

    rollout_manger.n_trajectory=8 \

    rollout_manager.n_trajectory=8 \

    2>&1 | tee debug_qwen0_5_4_gpu_grpo.log



# NOTE change gpu_memory_utilization to a smaller value (0.4) to avoid oom error
 
 No newline at end of file

vagen/examples/sokoban/debug_qwen2_5_vl_4gpu_grpo.sh

+3 −3
Original line number Diff line number Diff line
@@ -55,9 +55,9 @@ python3 -m vagen.trainer.main_ppo \ 
    trainer.save_freq=50 \

    trainer.test_freq=2 \

    trainer.total_epochs=15 \

    rollout_manger.max_turns=2 \

    rollout_manger.window_size=5 \

    rollout_manager.max_turns=2 \

    rollout_manager.window_size=5 \

    trainer.val_before_train=True \

    trainer.val_generations_to_log_to_wandb=2 \

    rollout_manger.n_trajectory=8 \

    rollout_manager.n_trajectory=8 \

    2>&1 | tee debug_qwen2_5_vl_4gpu_grpo.log
 
 No newline at end of file

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