sam3 / config.json
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{
"architectures": [
"Sam3Model"
],
"detr_decoder_config": {
"box_rpb_mode": "log",
"dropout": 0.1,
"hidden_act": "relu",
"hidden_dropout": 0.0,
"hidden_size": 16,
"initializer_range": 0.02,
"intermediate_size": 32,
"layer_norm_eps": 1e-06,
"model_type": "sam3_detr_decoder",
"num_attention_heads": 2,
"num_layers": 6,
"num_queries": 200,
"use_presence_token": true
},
"detr_encoder_config": {
"dropout": 0.1,
"hidden_act": "relu",
"hidden_dropout": 0.0,
"hidden_size": 16,
"initializer_range": 0.02,
"intermediate_size": 32,
"layer_norm_eps": 1e-06,
"model_type": "sam3_detr_encoder",
"num_attention_heads": 2,
"num_layers": 6
},
"dtype": "float32",
"geometry_encoder_config": {
"dropout": 0.1,
"hidden_act": "relu",
"hidden_dropout": 0.0,
"hidden_size": 16,
"initializer_range": 0.02,
"intermediate_size": 32,
"layer_norm_eps": 1e-06,
"model_type": "sam3_geometry_encoder",
"num_attention_heads": 2,
"num_layers": 3,
"roi_size": 7
},
"initializer_range": 0.02,
"mask_decoder_config": {
"dropout": 0.0,
"hidden_size": 16,
"initializer_range": 0.02,
"intermediate_size": 32,
"layer_norm_eps": 1e-06,
"model_type": "sam3_mask_decoder",
"num_attention_heads": 2,
"num_upsampling_stages": 3
},
"model_type": "sam3",
"text_config": {
"attention_dropout": 0.0,
"hidden_act": "gelu",
"hidden_size": 16,
"initializer_factor": 1.0,
"initializer_range": 0.02,
"intermediate_size": 32,
"layer_norm_eps": 1e-05,
"max_position_embeddings": 32,
"model_type": "clip_text_model",
"num_attention_heads": 2,
"num_hidden_layers": 2,
"projection_dim": 16,
"vocab_size": 49408
},
"transformers_version": "5.0.0.dev0",
"vision_config": {
"backbone_config": {
"_name_or_path": "",
"add_cross_attention": false,
"architectures": null,
"attention_dropout": 0.0,
"bos_token_id": null,
"chunk_size_feed_forward": 0,
"cross_attention_hidden_size": null,
"decoder_start_token_id": null,
"dtype": null,
"eos_token_id": null,
"finetuning_task": null,
"fpn_hidden_size": 16,
"global_attn_indexes": [
1,
3,
5,
7
],
"hidden_act": "gelu",
"hidden_dropout": 0.0,
"hidden_size": 16,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"image_size": 1008,
"initializer_range": 0.02,
"intermediate_size": 32,
"is_decoder": false,
"is_encoder_decoder": false,
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"layer_norm_eps": 1e-06,
"layer_scale_init_value": null,
"model_type": "sam3_vit_model",
"num_attention_heads": 2,
"num_channels": 3,
"num_hidden_layers": 8,
"output_attentions": false,
"output_hidden_states": false,
"pad_token_id": null,
"patch_size": 14,
"prefix": null,
"pretrain_image_size": 336,
"problem_type": null,
"qkv_bias": true,
"return_dict": true,
"rope_theta": 10000.0,
"sep_token_id": null,
"task_specific_params": null,
"tie_encoder_decoder": false,
"tie_word_embeddings": true,
"tokenizer_class": null,
"window_size": 24
},
"backbone_feature_sizes": [
[
288,
288
],
[
144,
144
],
[
72,
72
]
],
"fpn_hidden_size": 16,
"fpn_kernel_size": 2,
"fpn_stride": 2,
"hidden_act": "gelu",
"initializer_range": 0.02,
"layer_norm_eps": 1e-06,
"model_type": "sam3_vision_model",
"num_feature_levels": 3,
"scale_factors": [
4.0,
2.0,
1.0,
0.5
]
}
}