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Upload ViTForImageClassification

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Files changed (2) hide show
  1. config.json +16 -33
  2. model.safetensors +2 -2
config.json CHANGED
@@ -1,24 +1,13 @@
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  {
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- "_name_or_path": "microsoft/resnet-50",
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  "architectures": [
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- "ResNetForImageClassification"
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- ],
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- "depths": [
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- 3,
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- 4,
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- 6,
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- 3
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- ],
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- "downsample_in_bottleneck": false,
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- "downsample_in_first_stage": false,
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- "embedding_size": 64,
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- "hidden_act": "relu",
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- "hidden_sizes": [
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- 256,
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- 512,
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- 1024,
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- 2048
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  ],
 
 
 
 
 
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  "id2label": {
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  "0": "left",
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  "1": "right",
@@ -36,6 +25,9 @@
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  "13": "abscess",
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  "14": "dysembryoplastic_neuroepithelial_tumor"
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  },
 
 
 
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  "label2id": {
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  "abscess": 13,
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  "astrocytoma": 10,
@@ -53,23 +45,14 @@
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  "right": 1,
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  "temporal": 3
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  },
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- "layer_type": "bottleneck",
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- "model_type": "resnet",
 
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  "num_channels": 3,
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- "out_features": [
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- "stage4"
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- ],
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- "out_indices": [
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- 4
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- ],
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  "problem_type": "multi_label_classification",
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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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- "stage3",
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- "stage4"
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- ],
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  "torch_dtype": "float32",
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  "transformers_version": "4.48.3"
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  }
 
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  {
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+ "_name_or_path": "google/vit-base-patch16-224",
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  "architectures": [
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+ "ViTForImageClassification"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ],
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+ "attention_probs_dropout_prob": 0.0,
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+ "encoder_stride": 16,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.0,
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+ "hidden_size": 768,
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  "id2label": {
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  "0": "left",
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  "1": "right",
 
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  "13": "abscess",
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  "14": "dysembryoplastic_neuroepithelial_tumor"
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  },
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+ "image_size": 224,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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  "label2id": {
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  "abscess": 13,
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  "astrocytoma": 10,
 
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  "right": 1,
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  "temporal": 3
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  },
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+ "layer_norm_eps": 1e-12,
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+ "model_type": "vit",
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+ "num_attention_heads": 12,
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  "num_channels": 3,
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+ "num_hidden_layers": 12,
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+ "patch_size": 16,
 
 
 
 
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  "problem_type": "multi_label_classification",
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+ "qkv_bias": true,
 
 
 
 
 
 
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  "torch_dtype": "float32",
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  "transformers_version": "4.48.3"
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  }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
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- size 94409540
 
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  version https://git-lfs.github.com/spec/v1
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