3D_HAMSTER / config.json
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Initial release: 3D HAMSTER checkpoint (IROS 2026)
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{
"architectures": [
"Qwen3VLGeometryForConditionalGeneration"
],
"depth_drop_prob": 0.0,
"depth_loss_weight": 1.0,
"depth_only_training": true,
"dtype": "bfloat16",
"eos_token_id": 151645,
"geometry_config": {
"dtype": "bfloat16",
"enabled": true,
"encoder_type": "lingbot_depth",
"freeze_encoder": true,
"fusion_layers": null,
"fusion_method": "resize_and_add",
"hidden_size": 1024,
"match_post_merge_resolution": false,
"merger_hidden_dim": null,
"merger_type": "mlp",
"model_name_or_path": null,
"model_type": "geometry_encoder",
"num_heads": 8,
"num_layers": 1,
"output_hidden_size": null,
"reference_frame": "first",
"use_3d_position_encoding": true,
"encoder_model_config": {
"encoder": {
"backbone": "dinov2_vitl14",
"intermediate_layers": 1,
"dim_out": 1024,
"strict": false,
"depth_emb_mode": "conv_1c",
"img_depth_fuse_mode": "cat_token"
},
"neck": {
"dim_in": [
1026,
2,
2,
2,
2
],
"dim_out": null,
"dim_res_blocks": [
1024,
256,
128,
64,
32
],
"num_res_blocks": [
0,
2,
2,
2,
0
],
"res_block_in_norm": "none",
"res_block_hidden_norm": "none",
"resamplers": [
"conv_transpose",
"conv_transpose",
"conv_transpose",
"bilinear"
]
},
"depth_head": {
"dim_in": [
1024,
256,
128,
64,
32
],
"dim_out": [
null,
null,
null,
null,
1
],
"dim_res_blocks": [
1024,
256,
128,
64,
32
],
"num_res_blocks": [
0,
1,
1,
1,
0
],
"res_block_in_norm": "none",
"res_block_hidden_norm": "none",
"resamplers": [
"conv_transpose",
"conv_transpose",
"conv_transpose",
"bilinear"
]
},
"mask_head": {
"dim_in": [
1024,
256,
128,
64,
32
],
"dim_out": [
null,
null,
null,
null,
1
],
"dim_res_blocks": [
1024,
256,
128,
64,
32
],
"num_res_blocks": [
0,
1,
1,
1,
0
],
"res_block_in_norm": "none",
"res_block_hidden_norm": "none",
"resamplers": [
"conv_transpose",
"conv_transpose",
"conv_transpose",
"bilinear"
]
},
"remap_output": "exp",
"remap_depth_in": "log",
"num_tokens_range": [
1200,
3600
]
}
},
"image_token_id": 151655,
"model_type": "qwen3_vl_geometry",
"pad_token_id": 151643,
"save_depth_viz_dir": null,
"save_depth_viz_interval": 1000,
"save_depth_viz_max_per_dataset": 20,
"text_config": {
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 151643,
"dtype": "bfloat16",
"eos_token_id": 151645,
"head_dim": 128,
"hidden_act": "silu",
"hidden_size": 4096,
"initializer_range": 0.02,
"intermediate_size": 12288,
"max_position_embeddings": 262144,
"model_type": "qwen3_vl_geometry_text",
"num_attention_heads": 32,
"num_hidden_layers": 36,
"num_key_value_heads": 8,
"rms_norm_eps": 1e-06,
"rope_scaling": {
"mrope_interleaved": true,
"mrope_section": [
24,
20,
20
],
"rope_type": "default"
},
"rope_theta": 5000000,
"use_cache": false,
"vocab_size": 151936
},
"tie_word_embeddings": false,
"transformers_version": "4.57.1",
"use_cache": false,
"use_depth_decoder": true,
"use_encoder_output_for_depth_loss": false,
"video_token_id": 151656,
"vision_config": {
"deepstack_visual_indexes": [
8,
16,
24
],
"depth": 27,
"dtype": "bfloat16",
"hidden_act": "gelu_pytorch_tanh",
"hidden_size": 1152,
"in_channels": 3,
"initializer_range": 0.02,
"intermediate_size": 4304,
"model_type": "qwen3_vl_geometry",
"num_heads": 16,
"num_position_embeddings": 2304,
"out_hidden_size": 4096,
"patch_size": 16,
"spatial_merge_size": 2,
"temporal_patch_size": 2
},
"vision_end_token_id": 151653,
"vision_start_token_id": 151652
}