{ "n_obs_steps": 1, "device": "cuda", "use_amp": false, "normalization_mode": "mean_std", "obs_stride_seconds": 0.0, "n_state_obs_steps": 1, "state_obs_stride_seconds": 0.0, "n_action_steps": 50, "model_type": "qwen3vlpolicy", "num_steps": 10, "max_state_dim": 50, "max_action_dim": 50, "map_to_unified_space": false, "unified_space_dim": 64, "add_action_space_factorization": true, "image_keys": [ "base_0_rgb", "left_wrist_0_rgb", "right_wrist_0_rgb" ], "tokenizer_max_length": 768, "proj_width": 1280, "expert_block_stride": 4, "base_vlm_model": "Qwen/Qwen3.5-0.8B", "cognition_mode": "frozen_vlm_context_queries", "action_expert_model": "Qwen/Qwen3.5-0.8B", "num_cognition_tokens": 64, "cognition_vlm_layer": -1, "cognition_layer_mix": true, "cognition_layer_mix_per_token": true, "cognition_layer_mix_init": "uniform", "cognition_projection": "linear", "cognition_context_width": 512, "cognition_context_num_heads": 8, "cognition_context_ffn_multiplier": 4, "cognition_frozen_vlm_reference_kernels": false, "cognition_action_expert_reference_kernels": false, "num_trainable_vlm_layers": null, "inputs_embeds_gradient_checkpointing": false, "precision": "bfloat16", "suffix_attention_mask": "causal", "model_mode": "flow_matching", "inference_mode": "flow_matching", "image_shape": [ 448, 448 ], "default_temperature": 0.7, "discrete_state_input": false, "continuous_state_input": false, "add_state_vlm": false, "state_history_dropout_prob": 0.0, "add_state_proj_to_action_expert": true, "apply_noise_to_state_for_flow_matching": true, "state_noise_amplitude": 0.1, "state_dropout_prob": 0.5, "attention_implementation": "flash_attention_2", "mask_padded_actions": true, "hold_at_subtask_boundary": false, "hold_at_subtask_boundary_loss_fraction": 1.0, "mask_temporally_padded_actions": true, "enable_learnable_layer_combination": true, "layer_combination_init": "identity", "is_knowledge_insulation": false, "ce_loss_weight": 0.5, "freeze_vlm": false, "compile_sample_actions": false, "state_special_token_id": 228, "clip_state": false, "freeze_vision_encoder": false, "use_cache": false, "add_control_mode": true, "add_embodiment_name": true, "action_head_batch_multiplier": 1, "type": "qwen3vlpolicy" }