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tt-wandb-my2/run-20260607_164802-run_20260607_ab8742d4/files/config.yaml

@@ -0,0 +1,758 @@
+wandb_version: 1
+
+actor_rollout_ref:
+  desc: null
+  value:
+    actor:
+      _target_: verl.workers.config.FSDPActorConfig
+      calculate_entropy: false
+      calculate_sum_pi_squared: false
+      checkpoint:
+        _target_: verl.trainer.config.CheckpointConfig
+        async_save: false
+        load_contents:
+        - model
+        - optimizer
+        - extra
+        mbridge_config: {}
+        save_contents:
+        - model
+        - optimizer
+        - extra
+      clip_ratio: 0.2
+      clip_ratio_c: 3.0
+      clip_ratio_high: 0.2
+      clip_ratio_low: 0.2
+      data_loader_seed: 42
+      entropy_checkpointing: false
+      entropy_coeff: 0.0
+      entropy_from_logits_with_chunking: false
+      freeze_vision_tower: false
+      fsdp_config:
+        _target_: verl.workers.config.FSDPEngineConfig
+        dtype: bfloat16
+        entropy_checkpointing: false
+        entropy_from_logits_with_chunking: false
+        forward_only: false
+        forward_prefetch: false
+        fsdp_size: -1
+        full_determinism: false
+        model_dtype: fp32
+        offload_policy: false
+        optimizer_offload: false
+        param_offload: false
+        reshard_after_forward: true
+        seed: 42
+        strategy: fsdp
+        ulysses_sequence_parallel_size: 1
+        use_orig_params: false
+        use_torch_compile: true
+        wrap_policy:
+          min_num_params: 0
+      grad_clip: 1.0
+      kl_loss_coef: 0.0
+      kl_loss_type: low_var_kl
+      loss_agg_mode: token-mean
+      loss_scale_factor: null
+      optim:
+        _target_: verl.workers.config.FSDPOptimizerConfig
+        betas:
+        - 0.9
+        - 0.999
+        clip_grad: 1.0
+        lr: 1.0e-06
+        lr_scheduler_type: constant
+        lr_warmup_steps: -1
+        lr_warmup_steps_ratio: 0.0
+        min_lr_ratio: 0.0
+        num_cycles: 0.5
+        optimizer: AdamW
+        optimizer_impl: torch.optim
+        override_optimizer_config: null
+        total_training_steps: 58
+        warmup_style: null
+        weight_decay: 0.01
+      policy_loss:
+        _target_: verl.workers.config.PolicyLossConfig
+        clip_cov_lb: 1.0
+        clip_cov_ratio: 0.0002
+        clip_cov_ub: 5.0
+        kl_cov_ratio: 0.0002
+        loss_mode: vanilla
+        ppo_kl_coef: 0.1
+      ppo_epochs: 1
+      ppo_max_token_len_per_gpu: 16384
+      ppo_micro_batch_size: null
+      ppo_micro_batch_size_per_gpu: 4
+      ppo_mini_batch_size: 128
+      profiler:
+        _target_: verl.utils.profiler.ProfilerConfig
+        all_ranks: false
+        enable: false
+        ranks: []
+        save_path: outputs/profile
+        tool: null
+        tool_config:
+          npu:
+            _target_: verl.utils.profiler.config.NPUToolConfig
+            analysis: true
+            contents: []
+            discrete: false
+            level: level0
+          nsys:
+            _target_: verl.utils.profiler.config.NsightToolConfig
+            discrete: false
+          torch:
+            _target_: verl.utils.profiler.config.TorchProfilerToolConfig
+            contents: []
+            discrete: false
+          torch_memory:
+            _target_: verl.utils.profiler.config.TorchMemoryToolConfig
+            stack_depth: 32
+            trace_alloc_max_entries: 100000
+      rollout_n: 8
+      router_replay:
+        _target_: verl.workers.config.RouterReplayConfig
+        mode: disabled
+        record_file: null
+        replay_file: null
+      shuffle: false
+      strategy: fsdp
+      sum_pi_squared_checkpointing: false
+      tau_neg: 1.05
+      tau_pos: 1.0
+      ulysses_sequence_parallel_size: 1
+      use_dynamic_bsz: false
+      use_fused_kernels: true
+      use_kl_loss: false
+      use_prefix_grouper: false
+      use_remove_padding: true
+      use_torch_compile: true
+    hybrid_engine: true
+    model:
+      _target_: verl.workers.config.HFModelConfig
+      custom_chat_template: '{% set image_count = namespace(value=0) %}{% set video_count
+        = namespace(value=0) %}{%- if tools %}{{- ''<|im_start|>system\n'' }}{%- if
+        messages[0][''role''] == ''system'' %}{%- if messages[0][''content''] is string
+        %}{{- messages[0][''content''] }}{%- else %}{{- messages[0][''content''][0][''text'']
+        }}{%- endif %}{%- else %}{{- ''You are a helpful assistant.'' }}{%- endif
+        %}{{- "\n\n# Tools\n\nYou may call one or more functions to assist with the
+        user query.\n\nYou are provided with function signatures within <tools></tools>
+        XML tags:\n<tools>" }}{%- for tool in tools %}{{- "\n" }}{{- tool | tojson
+        }}{%- endfor %}{{- "\n</tools>\n\nFor each function call, return a json object
+        with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\":
+        <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n"
+        }}{% for message in messages %}{% if message[''role''] != ''system'' or loop.first
+        == false %}{%- if (message.role == "user") or (message.role == "system" and
+        not loop.first) or (message.role == "assistant" and not message.tool_calls)
+        %}<|im_start|>{{ message[''role''] }}
+
+        {% if message[''content''] is string %}{{ message[''content''] }}<|im_end|>
+
+        {% else %}{% for content in message[''content''] %}{% if content[''type'']
+        == ''image'' or ''image'' in content or ''image_url'' in content %}{% set
+        image_count.value = image_count.value + 1 %}{% if add_vision_id %}Picture
+        {{ image_count.value }}: {% endif %}<|vision_start|><|image_pad|><|vision_end|>{%
+        elif content[''type''] == ''video'' or ''video'' in content %}{% set video_count.value
+        = video_count.value + 1 %}{% if add_vision_id %}Video {{ video_count.value
+        }}: {% endif %}<|vision_start|><|video_pad|><|vision_end|>{% elif ''text''
+        in content %}{{ content[''text''] }}{% endif %}{% endfor %}<|im_end|>
+
+        {% endif %}{%- elif message.role == "assistant" %}{{- ''<|im_start|>'' + message.role
+        }}{%- if message.content %}{{- ''\n'' + message.content }}{%- endif %}{%-
+        for tool_call in message.tool_calls %}{%- if tool_call.function is defined
+        %}{%- set tool_call = tool_call.function %}{%- endif %}{{- ''\n<tool_call>\n{"name":
+        "'' }}{{- tool_call.name }}{{- ''", "arguments": '' }}{{- tool_call.arguments
+        | tojson }}{{- ''}\n</tool_call>'' }}{%- endfor %}{{- ''<|im_end|>\n'' }}{%-
+        elif message.role == "tool" %}{%- if (loop.index0 == 0) or (messages[loop.index0
+        - 1].role != "tool") %}{{- ''<|im_start|>user'' }}{%- endif %}{{- ''\n<tool_response>\n''
+        }}{% if message[''content''] is string %}{{ message.content }}{% else %}{%
+        for content in message[''content''] %}{% if content[''type''] == ''image''
+        or ''image'' in content or ''image_url'' in content %}{% set image_count.value
+        = image_count.value + 1 %}{% if add_vision_id %}Picture {{ image_count.value
+        }}: {% endif %}<|vision_start|><|image_pad|><|vision_end|>{% elif content[''type'']
+        == ''video'' or ''video'' in content %}{% set video_count.value = video_count.value
+        + 1 %}{% if add_vision_id %}Video {{ video_count.value }}: {% endif %}<|vision_start|><|video_pad|><|vision_end|>{%
+        elif content[''type''] == ''text'' or ''text'' in content %}{{ content[''text'']
+        }}{% endif %}{% endfor %}{% endif %}{{- ''\n</tool_response>'' }}{%- if loop.last
+        or (messages[loop.index0 + 1].role != "tool") %}{{- ''<|im_end|>\n'' }}{%-
+        endif %}{%- endif %}{% endif %}{% endfor %}{%- else %}{% for message in messages
+        %}{% if loop.first and message[''role''] != ''system'' %}<|im_start|>system
+
+        You are a helpful assistant.<|im_end|>
+
+        {% endif %}{%- if (message.role == "user") or (message.role == "system" and
+        not loop.first) or (message.role == "assistant" and not message.tool_calls)
+        %}<|im_start|>{{ message[''role''] }}
+
+        {% if message[''content''] is string %}{{ message[''content''] }}<|im_end|>
+
+        {% else %}{% for content in message[''content''] %}{% if content[''type'']
+        == ''image'' or ''image'' in content or ''image_url'' in content %}{% set
+        image_count.value = image_count.value + 1 %}{% if add_vision_id %}Picture
+        {{ image_count.value }}: {% endif %}<|vision_start|><|image_pad|><|vision_end|>{%
+        elif content[''type''] == ''video'' or ''video'' in content %}{% set video_count.value
+        = video_count.value + 1 %}{% if add_vision_id %}Video {{ video_count.value
+        }}: {% endif %}<|vision_start|><|video_pad|><|vision_end|>{% elif ''text''
+        in content %}{{ content[''text''] }}{% endif %}{% endfor %}<|im_end|>
+
+        {% endif %}{%- elif message.role == "assistant" %}{{- ''<|im_start|>'' + message.role
+        }}{%- if message.content %}{{- ''\n'' + message.content }}{%- endif %}{%-
+        for tool_call in message.tool_calls %}{%- if tool_call.function is defined
+        %}{%- set tool_call = tool_call.function %}{%- endif %}{{- ''\n<tool_call>\n{"name":
+        "'' }}{{- tool_call.name }}{{- ''", "arguments": '' }}{{- tool_call.arguments
+        | tojson }}{{- ''}\n</tool_call>'' }}{%- endfor %}{{- ''<|im_end|>\n'' }}{%-
+        elif message.role == "tool" %}{%- if (loop.index0 == 0) or (messages[loop.index0
+        - 1].role != "tool") %}{{- ''<|im_start|>user'' }}{%- endif %}{{- ''\n<tool_response>\n''
+        }}{% if message[''content''] is string %}{{ message.content }}{% else %}{%
+        for content in message[''content''] %}{% if content[''type''] == ''image''
+        or ''image'' in content or ''image_url'' in content %}{% set image_count.value
+        = image_count.value + 1 %}{% if add_vision_id %}Picture {{ image_count.value
+        }}: {% endif %}<|vision_start|><|image_pad|><|vision_end|>{% elif content[''type'']
+        == ''video'' or ''video'' in content %}{% set video_count.value = video_count.value
+        + 1 %}{% if add_vision_id %}Video {{ video_count.value }}: {% endif %}<|vision_start|><|video_pad|><|vision_end|>{%
+        elif content[''type''] == ''text'' or ''text'' in content %}{{ content[''text'']
+        }}{% endif %}{% endfor %}{% endif %}{{- ''\n</tool_response>'' }}{%- if loop.last
+        or (messages[loop.index0 + 1].role != "tool") %}{{- ''<|im_end|>\n'' }}{%-
+        endif %}{%- endif %}{% endfor %}{%- endif %}{% if add_generation_prompt %}<|im_start|>assistant
+
+        {% endif %}'
+      enable_activation_offload: false
+      enable_gradient_checkpointing: true
+      exclude_modules: null
+      external_lib: null
+      fused_kernel_options:
+        impl_backend: torch
+      hf_config_path: null
+      lora_adapter_path: null
+      lora_alpha: 16
+      lora_rank: 0
+      mtp:
+        _target_: verl.workers.config.MtpConfig
+        detach_encoder: false
+        enable: false
+        enable_rollout: false
+        enable_train: false
+        method: mtp
+        mtp_loss_scaling_factor: 0.1
+        num_speculative_tokens: 1
+        speculative_algorithm: EAGLE
+        speculative_eagle_topk: 1
+        speculative_num_draft_tokens: 4
+        speculative_num_steps: 3
+      override_config: {}
+      path: Qwen/Qwen2.5-VL-3B-Instruct
+      target_modules: all-linear
+      tiled_mlp:
+        enabled: false
+        num_shards: 4
+      tokenizer_path: null
+      trust_remote_code: false
+      use_fused_kernels: true
+      use_liger: false
+      use_remove_padding: true
+      use_shm: false
+    nccl_timeout: 600
+    ref:
+      _target_: verl.workers.config.FSDPActorConfig
+      entropy_checkpointing: false
+      entropy_from_logits_with_chunking: false
+      fsdp_config:
+        _target_: verl.workers.config.FSDPEngineConfig
+        dtype: bfloat16
+        entropy_checkpointing: false
+        entropy_from_logits_with_chunking: false
+        forward_only: true
+        forward_prefetch: false
+        fsdp_size: -1
+        full_determinism: false
+        model_dtype: fp32
+        offload_policy: false
+        optimizer_offload: false
+        param_offload: false
+        reshard_after_forward: true
+        seed: 42
+        strategy: fsdp
+        ulysses_sequence_parallel_size: 1
+        use_orig_params: false
+        use_torch_compile: true
+        wrap_policy:
+          min_num_params: 0
+      log_prob_max_token_len_per_gpu: 16384
+      log_prob_micro_batch_size: null
+      log_prob_micro_batch_size_per_gpu: 4
+      log_prob_use_dynamic_bsz: false
+      profiler:
+        _target_: verl.utils.profiler.ProfilerConfig
+        all_ranks: false
+        enable: false
+        ranks: []
+        save_path: outputs/profile
+        tool: null
+        tool_config:
+          npu:
+            _target_: verl.utils.profiler.config.NPUToolConfig
+            analysis: true
+            contents: []
+            discrete: false
+            level: level0
+          nsys:
+            _target_: verl.utils.profiler.config.NsightToolConfig
+            discrete: false
+          torch:
+            _target_: verl.utils.profiler.config.TorchProfilerToolConfig
+            contents: []
+            discrete: false
+          torch_memory:
+            _target_: verl.utils.profiler.config.TorchMemoryToolConfig
+            stack_depth: 32
+            trace_alloc_max_entries: 100000
+      rollout_n: 8
+      router_replay:
+        _target_: verl.workers.config.RouterReplayConfig
+        mode: disabled
+        record_file: null
+        replay_file: null
+      strategy: fsdp
+      ulysses_sequence_parallel_size: 1
+      use_torch_compile: true
+    rollout:
+      _target_: verl.workers.config.RolloutConfig
+      agent:
+        _target_: verl.workers.config.AgentLoopConfig
+        agent_loop_config_path: null
+        custom_async_server:
+          _target_: verl.workers.config.CustomAsyncServerConfig
+          name: null
+          path: null
+        default_agent_loop: single_turn_agent
+        num_workers: 8
+      calculate_log_probs: false
+      checkpoint_engine:
+        _target_: verl.workers.config.CheckpointEngineConfig
+        backend: naive
+        engine_kwargs: {}
+        update_weights_bucket_megabytes: 2048
+      cudagraph_capture_sizes: null
+      data_parallel_size: 1
+      disable_log_stats: true
+      do_sample: true
+      dtype: bfloat16
+      enable_chunked_prefill: true
+      enable_prefix_caching: true
+      enable_rollout_routing_replay: false
+      enforce_eager: true
+      engine_kwargs:
+        sglang: {}
+        trtllm: {}
+        vllm: {}
+      expert_parallel_size: 1
+      free_cache_engine: true
+      gpu_memory_utilization: 0.7
+      ignore_eos: false
+      layered_summon: false
+      load_format: dummy
+      log_prob_max_token_len_per_gpu: 16384
+      log_prob_micro_batch_size: null
+      log_prob_micro_batch_size_per_gpu: 4
+      log_prob_use_dynamic_bsz: false
+      logprobs_mode: processed_logprobs
+      max_model_len: null
+      max_num_batched_tokens: 32768
+      max_num_seqs: 1024
+      mode: async
+      mtp:
+        _target_: verl.workers.config.MtpConfig
+        detach_encoder: false
+        enable: false
+        enable_rollout: false
+        enable_train: false
+        method: mtp
+        mtp_loss_scaling_factor: 0.1
+        num_speculative_tokens: 1
+        speculative_algorithm: EAGLE
+        speculative_eagle_topk: 1
+        speculative_num_draft_tokens: 4
+        speculative_num_steps: 3
+      multi_stage_wake_up: false
+      multi_turn:
+        _target_: verl.workers.config.MultiTurnConfig
+        enable: true
+        format: hermes
+        interaction_config_path: null
+        max_assistant_turns: 12
+        max_parallel_calls: 1
+        max_tool_response_length: 256
+        max_user_turns: 12
+        num_repeat_rollouts: null
+        tokenization_sanity_check_mode: strict
+        tool_config_path: /mnt/bn/tns-algo-video-public-my2/yijiangli/project/verl-projects-3d/projects/thinking_in_space/configs/render_move_tool_config.yaml
+        tool_response_truncate_side: middle
+        use_inference_chat_template: false
+      n: 8
+      name: vllm
+      over_sample_rate: 0
+      pipeline_model_parallel_size: 1
+      profiler:
+        _target_: verl.utils.profiler.ProfilerConfig
+        all_ranks: false
+        enable: false
+        ranks: []
+        save_path: outputs/profile
+        tool: null
+        tool_config:
+          npu:
+            _target_: verl.utils.profiler.config.NPUToolConfig
+            analysis: true
+            contents: []
+            discrete: false
+            level: level0
+          torch:
+            _target_: verl.utils.profiler.config.TorchProfilerToolConfig
+            contents: []
+            discrete: false
+      prometheus:
+        _target_: verl.workers.config.PrometheusConfig
+        enable: false
+        file: /tmp/ray/session_latest/metrics/prometheus/prometheus.yml
+        port: 9090
+        served_model_name: Qwen/Qwen2.5-VL-3B-Instruct
+      prompt_length: 16384
+      quantization: null
+      quantization_config_file: null
+      response_length: 8096
+      scheduling_policy: fcfs
+      skip_dump_dir: /tmp/rollout_dump
+      skip_rollout: false
+      skip_tokenizer_init: true
+      temperature: 1.0
+      tensor_model_parallel_size: 1
+      top_k: -1
+      top_p: 1
+      trace:
+        _target_: verl.workers.config.TraceConfig
+        backend: null
+        max_samples_per_step_per_worker: null
+        token2text: false
+      val_kwargs:
+        _target_: verl.workers.config.SamplingConfig
+        do_sample: false
+        n: 1
+        temperature: 0
+        top_k: -1
+        top_p: 1.0
+algorithm:
+  desc: null
+  value:
+    _target_: verl.trainer.config.AlgoConfig
+    adv_estimator: grpo
+    gamma: 1.0
+    kl_ctrl:
+      _target_: verl.trainer.config.KLControlConfig
+      horizon: 10000
+      kl_coef: 0.0
+      target_kl: 0.1
+      type: fixed
+    kl_penalty: kl
+    lam: 1.0
+    norm_adv_by_std_in_grpo: true
+    pf_ppo:
+      reweight_method: pow
+      weight_pow: 2.0
+    rollout_correction:
+      bypass_mode: false
+      loss_type: ppo_clip
+      rollout_is: null
+      rollout_is_batch_normalize: false
+      rollout_is_threshold: 2.0
+      rollout_rs: null
+      rollout_rs_threshold: null
+    use_kl_in_reward: false
+    use_pf_ppo: false
+critic:
+  desc: null
+  value:
+    _target_: verl.workers.config.FSDPCriticConfig
+    checkpoint:
+      _target_: verl.trainer.config.CheckpointConfig
+      async_save: false
+      load_contents:
+      - model
+      - optimizer
+      - extra
+      mbridge_config: {}
+      save_contents:
+      - model
+      - optimizer
+      - extra
+    cliprange_value: 0.5
+    data_loader_seed: 42
+    enable: null
+    forward_max_token_len_per_gpu: 32768
+    forward_micro_batch_size: null
+    forward_micro_batch_size_per_gpu: null
+    grad_clip: 1.0
+    loss_agg_mode: token-mean
+    model:
+      _target_: verl.workers.config.FSDPCriticModelCfg
+      enable_activation_offload: false
+      enable_gradient_checkpointing: true
+      external_lib: null
+      fsdp_config:
+        _target_: verl.workers.config.FSDPEngineConfig
+        dtype: bfloat16
+        entropy_checkpointing: false
+        entropy_from_logits_with_chunking: false
+        forward_only: false
+        forward_prefetch: false
+        fsdp_size: -1
+        full_determinism: false
+        model_dtype: fp32
+        offload_policy: false
+        optimizer_offload: false
+        param_offload: false
+        reshard_after_forward: true
+        seed: 42
+        strategy: fsdp
+        ulysses_sequence_parallel_size: 1
+        use_orig_params: false
+        use_torch_compile: true
+        wrap_policy:
+          min_num_params: 0
+      lora_alpha: 16
+      lora_rank: 0
+      override_config: {}
+      path: ~/models/deepseek-llm-7b-chat
+      target_modules: all-linear
+      tiled_mlp:
+        enabled: false
+        num_shards: 4
+      tokenizer_path: Qwen/Qwen2.5-VL-3B-Instruct
+      trust_remote_code: false
+      use_remove_padding: false
+      use_shm: false
+    optim:
+      _target_: verl.workers.config.FSDPOptimizerConfig
+      betas:
+      - 0.9
+      - 0.999
+      clip_grad: 1.0
+      lr: 1.0e-05
+      lr_scheduler_type: constant
+      lr_warmup_steps: -1
+      lr_warmup_steps_ratio: 0.0
+      min_lr_ratio: 0.0
+      num_cycles: 0.5
+      optimizer: AdamW
+      optimizer_impl: torch.optim
+      override_optimizer_config: null
+      total_training_steps: 58
+      warmup_style: null
+      weight_decay: 0.01
+    ppo_epochs: 1
+    ppo_max_token_len_per_gpu: 32768
+    ppo_micro_batch_size: null
+    ppo_micro_batch_size_per_gpu: null
+    ppo_mini_batch_size: 128
+    profiler:
+      _target_: verl.utils.profiler.ProfilerConfig
+      all_ranks: false
+      enable: false
+      ranks: []
+      save_path: outputs/profile
+      tool: null
+      tool_config:
+        npu:
+          _target_: verl.utils.profiler.config.NPUToolConfig
+          analysis: true
+          contents: []
+          discrete: false
+          level: level0
+        nsys:
+          _target_: verl.utils.profiler.config.NsightToolConfig
+          discrete: false
+        torch:
+          _target_: verl.utils.profiler.config.TorchProfilerToolConfig
+          contents: []
+          discrete: false
+        torch_memory:
+          _target_: verl.utils.profiler.config.TorchMemoryToolConfig
+          stack_depth: 32
+          trace_alloc_max_entries: 100000
+    rollout_n: 8
+    shuffle: false
+    strategy: fsdp
+    ulysses_sequence_parallel_size: 1
+    use_dynamic_bsz: false
+custom_reward_function:
+  desc: null
+  value:
+    name: compute_score
+    path: projects/thinking_in_space/thinking_in_space.py
+data:
+  desc: null
+  value:
+    apply_chat_template_kwargs: {}
+    custom_cls:
+      name: CustomRLHFDataset
+      path: projects/thinking_in_space/thinking_in_space.py
+    datagen:
+      name: null
+      path: null
+    dataloader_num_workers: 8
+    filter_overlong_prompts: true
+    filter_overlong_prompts_workers: 0
+    image_key: images
+    image_patch_size: 14
+    max_prompt_length: 16384
+    max_response_length: 8096
+    prompt_key: prompt
+    return_full_prompt: false
+    return_multi_modal_inputs: false
+    return_raw_chat: true
+    return_raw_input_ids: false
+    reward_fn_key: data_source
+    sampler:
+      class_name: null
+      class_path: null
+    seed: null
+    shuffle: true
+    tokenizer: null
+    tool_config_path: /mnt/bn/tns-algo-video-public-my2/yijiangli/project/verl-projects-3d/projects/thinking_in_space/configs/render_move_tool_config.yaml
+    train_batch_size: 128
+    train_files: /mnt/bn/tns-algo-video-public-my2/yijiangli/project/verl-projects-3d/3d-data/3d-train/parquets/thinking_in_space_v2/train.parquet
+    train_max_samples: -1
+    truncation: error
+    trust_remote_code: false
+    use_shm: false
+    val_batch_size: null
+    val_files:
+    - /mnt/bn/tns-algo-video-public-my2/yijiangli/project/verl-projects-3d/3d-data/3d-train/parquets/thinking_in_space_official_val_v2/eval_tiny64.parquet
+    val_max_samples: -1
+    validation_shuffle: false
+    video_key: videos
+global_profiler:
+  desc: null
+  value:
+    _target_: verl.utils.profiler.ProfilerConfig
+    global_tool_config:
+      nsys:
+        _target_: verl.utils.profiler.config.NsightToolConfig
+        controller_nsight_options:
+          cuda-graph-trace: graph
+          cuda-memory-usage: 'true'
+          trace: cuda,nvtx,cublas,ucx
+        discrete: false
+        worker_nsight_options:
+          capture-range: cudaProfilerApi
+          capture-range-end: null
+          cuda-graph-trace: graph
+          cuda-memory-usage: 'true'
+          kill: none
+          trace: cuda,nvtx,cublas,ucx
+      torch_memory:
+        context: all
+        kw_args: {}
+        stack_depth: 32
+        stacks: all
+        trace_alloc_max_entries: 100000
+    profile_continuous_steps: false
+    save_path: outputs/profile
+    steps: null
+    tool: null
+model_engine:
+  desc: null
+  value: dp
+ray_kwargs:
+  desc: null
+  value:
+    ray_init:
+      num_cpus: null
+    timeline_json_file: null
+reward_model:
+  desc: null
+  value:
+    enable: false
+    enable_resource_pool: false
+    estimated_tokens_per_request: 1000
+    max_concurrent: 4
+    max_rpm: 240
+    max_tpm: 100000
+    model_path: null
+    n_gpus_per_node: 8
+    nnodes: 1
+    num_workers: 8
+    reward_manager:
+      _target_: verl.workers.config.reward_model.RewardManagerConfig
+      module:
+        _target_: verl.trainer.config.config.ModuleConfig
+        name: custom_reward_manager
+        path: null
+      name: rate_limited
+      source: register
+    rollout:
+      _target_: verl.workers.config.RolloutConfig
+      cudagraph_capture_sizes: null
+      data_parallel_size: 1
+      disable_log_stats: true
+      dtype: bfloat16
+      enable_chunked_prefill: true
+      enable_prefix_caching: true
+      enforce_eager: true
+      engine_kwargs: {}
+      expert_parallel_size: 1
+      free_cache_engine: true
+      gpu_memory_utilization: 0.5
+      limit_images: null
+      load_format: auto
+      max_model_len: null
+      max_num_batched_tokens: 8192
+      max_num_seqs: 1024
+      name: ???
+      prompt_length: 2048
+      response_length: 2048
+      skip_tokenizer_init: false
+      tensor_model_parallel_size: 2
+    sandbox_fusion:
+      max_concurrent: 64
+      memory_limit_mb: 1024
+      url: null
+    use_reward_loop: true
+trainer:
+  desc: null
+  value:
+    balance_batch: true
+    critic_warmup: 0
+    default_hdfs_dir: null
+    default_local_dir: /mnt/bn/tns-algo-video-public-my2/yijiangli/project/verl-projects-3d/verl_checkpoints/verl_grpo_thinking_in_space/thinking_in_space_grpo_v4_2cov
+    del_local_ckpt_after_load: false
+    device: cuda
+    esi_redundant_time: 0
+    experiment_name: thinking_in_space_grpo_v4_2cov
+    log_train_images: 4
+    log_train_images_freq: 1
+    log_val_generations: 4
+    logger:
+    - console
+    - wandb
+    max_actor_ckpt_to_keep: 1
+    max_critic_ckpt_to_keep: 1
+    n_gpus_per_node: 8
+    nnodes: 1
+    project_name: verl_grpo_thinking_in_space
+    ray_wait_register_center_timeout: 300
+    resume_from_path: null
+    resume_mode: auto
+    rollout_data_dir: null
+    save_freq: 8
+    test_freq: 5
+    total_epochs: 2
+    total_training_steps: null
+    use_legacy_worker_impl: auto
+    val_before_train: false
+    val_only: false
+    validation_data_dir: null
+transfer_queue:
+  desc: null
+  value:
+    enable: false