AVIOT / config.json
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{
"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
}