Update tiny models for DepthProForDepthEstimation
Browse files- config.json +135 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
config.json
ADDED
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@@ -0,0 +1,135 @@
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{
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"architectures": [
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"DepthProForDepthEstimation"
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],
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"dtype": "float32",
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"fov_model_config": {
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"apply_layernorm": true,
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"attention_probs_dropout_prob": 0.0,
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"drop_path_rate": 0.0,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 32,
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"image_size": 16,
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"initializer_range": 0.02,
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"layer_norm_eps": 1e-06,
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"layerscale_value": 1.0,
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"mlp_ratio": 4,
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"model_type": "dinov2",
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"num_attention_heads": 4,
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"num_channels": 3,
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"num_hidden_layers": 2,
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"out_features": [
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"stage2"
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],
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"out_indices": [
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2
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],
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"patch_size": 8,
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"qkv_bias": true,
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"reshape_hidden_states": true,
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"stage_names": [
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"stem",
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"stage1",
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"stage2"
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],
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"use_mask_token": true,
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"use_swiglu_ffn": false
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},
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"fusion_hidden_size": 16,
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"image_model_config": {
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"apply_layernorm": true,
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"attention_probs_dropout_prob": 0.0,
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"drop_path_rate": 0.0,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 16,
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"image_size": 16,
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"initializer_range": 0.02,
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"layer_norm_eps": 1e-06,
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"layerscale_value": 1.0,
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"mlp_ratio": 4,
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"model_type": "dinov2",
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"num_attention_heads": 1,
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"num_channels": 3,
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"num_hidden_layers": 2,
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"out_features": [
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"stage2"
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],
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"out_indices": [
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2
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],
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"patch_size": 4,
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"qkv_bias": true,
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"reshape_hidden_states": true,
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"stage_names": [
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"stem",
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"stage1",
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"stage2"
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],
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"use_mask_token": true,
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"use_swiglu_ffn": false
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},
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"initializer_range": 0.02,
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"intermediate_feature_dims": [
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10,
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8
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],
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"intermediate_hook_ids": [
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1,
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0
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],
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"merge_padding_value": 3,
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"model_type": "depth_pro",
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"num_fov_head_layers": 2,
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"patch_model_config": {
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"apply_layernorm": true,
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"attention_probs_dropout_prob": 0.0,
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"drop_path_rate": 0.0,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 24,
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"image_size": 16,
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"initializer_range": 0.02,
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"layer_norm_eps": 1e-06,
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"layerscale_value": 1.0,
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"mlp_ratio": 4,
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"model_type": "dinov2",
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"num_attention_heads": 2,
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"num_channels": 3,
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"num_hidden_layers": 2,
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"out_features": [
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"stage2"
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],
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"out_indices": [
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2
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],
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"patch_size": 6,
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"qkv_bias": true,
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| 109 |
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"reshape_hidden_states": true,
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"stage_names": [
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"stem",
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| 112 |
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"stage1",
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"stage2"
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],
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| 115 |
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"use_mask_token": true,
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| 116 |
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"use_swiglu_ffn": false
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| 117 |
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},
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| 118 |
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"patch_size": 16,
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| 119 |
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"scaled_images_feature_dims": [
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12,
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12
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],
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"scaled_images_overlap_ratios": [
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0.0,
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0.2
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],
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"scaled_images_ratios": [
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0.5,
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1.0
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],
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"transformers_version": "5.16.0.dev0",
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"use_batch_norm_in_fusion_residual": false,
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"use_bias_in_fusion_residual": true,
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"use_fov_model": false
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}
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model.safetensors
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:b97ffc4bfb9da88232aaa27e529d1026258eedd1ac43973ae080a1252a9a0252
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size 345716
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preprocessor_config.json
ADDED
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@@ -0,0 +1,22 @@
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{
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "DepthProImageProcessor",
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 1536,
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"width": 1536
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}
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}
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