{ "attention_dropout": 0.0, "bos_token_id": 151643, "eos_token_id": 151645, "hidden_act": "silu", "hidden_size": 3584, "initializer_range": 0.02, "intermediate_size": 18944, "max_position_embeddings": 32768, "max_window_layers": 28, "num_attention_heads": 28, "num_hidden_layers": 28, "num_key_value_heads": 4, "rms_norm_eps": 1e-06, "rope_scaling": null, "rope_theta": 1000000.0, "sliding_window": 131072, "tie_word_embeddings": false, "use_cache": false, "use_sliding_window": false, "vocab_size": 152064, "model_type": "aviot_qwen", "architectures": [ "AVIOTQwenForCausalLM" ], "vision_hidden_size": 1152, "multimodal_projector_type": "mlp2x_gelu", "spatial_pool_mode": "bilinear", "spatial_pool_stride": 2, "vision_tower_batch_size": 0, "tokenizer_padding_side": "right", "tokenizer_model_max_length": 32768, "vision_tower": "vision_tower", "aviot_vision_weights_embedded": true, "aviot_default_supports": 8, "aviot_cost_dim": 256, "aviot_temporal_segments": 4, "aviot_entropy": 0.1, "aviot_source_relaxation": 0.5, "aviot_target_relaxation": 5.0, "aviot_sinkhorn_iterations": 20, "aviot_global_refinement_rounds": 5, "aviot_transport_loss_weight": 1.0, "aviot_mass_loss_weight": 0.01, "aviot_progressive_ratios": [ 0.75, 0.5, 0.25 ], "aviot_progressive_round_to": 8, "aviot_max_input_frames": 224, "aviot_training_ratios": [ 2.0, 2.5, 3.0, 3.5, 4.0, 4.5, 5.0, 5.5, 6.0, 6.5, 7.0, 7.5, 8.0, 8.5, 9.0, 9.5, 10.0 ], "aviot_ratio_policy": "random", "aviot_thw_num_bands": 16, "aviot_thw_temporal_scale": 1.0, "aviot_thw_spatial_scale": 0.5, "aviot_thw_warmup_steps": 500, "aviot_allocation_temperature_initial": 1.0, "aviot_allocation_temperature_final": 0.1, "aviot_allocation_warmup_steps": 500, "aviot_question_allocation_weight": 0.3, "aviot_multiscale_entropy": [ 0.1, 0.12, 0.15 ], "aviot_multiscale_refinement_rounds": [ 3, 2, 1 ], "aviot_multiscale_warmup_steps": 500, "aviot_medium_parent_weight": 0.5, "aviot_local_parent_weight": 0.25, "aviot_regional_transport_weight": 1.0, "aviot_continuity_weight": 0.01, "aviot_continuity_scale": 0.2, "aviot_gate_hidden_size": 32, "aviot_gate_global_floor": 0.2, "aviot_gate_temperature": 0.05, "aviot_gate_tv_weight": 0.001, "aviot_gate_balance_weight": 0.5, "aviot_gate_balance_target": [ 0.35, 0.45, 0.2 ], "aviot_gate_entropy_weight": 0.5, "aviot_gate_entropy_floor": 0.85 }