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nicolasvillamilsanchez
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autotrain-igeous-52117122942

Image Classification
Transformers
PyTorch
beit
vision
Carbon Emissions
Inference Endpoints
Model card Files Community
3
autotrain-igeous-52117122942
File size: 2,583 Bytes 
33d2eba
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_name_or_path": "AutoTrain",
  "architectures": [
    "BeitForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "auxiliary_channels": 256,
  "auxiliary_concat_input": false,
  "auxiliary_loss_weight": 0.4,
  "auxiliary_num_convs": 1,
  "drop_path_rate": 0.1,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "HORNBLENDE OLIVINE BEARING PIROXENE",
    "1": "Serpentinized Lherzolite",
    "10": "jotunite",
    "11": "lujavrite",
    "12": "luxulianite",
    "13": "nepheline pegmatite",
    "14": "nepheline syenite",
    "15": "norite",
    "16": "olivine gabbro",
    "17": "olivine hornblendite",
    "18": "ortopiroxenite",
    "19": "pulaskite",
    "2": "allanite",
    "20": "quartz gabbro",
    "21": "sienite",
    "22": "sienite sodalite",
    "23": "sienogranito",
    "3": "antipertite",
    "4": "calcite",
    "5": "cancrinite pegmatite",
    "6": "cumberlandite",
    "7": "granite peralkaline",
    "8": "granitic pegmatite",
    "9": "hornblende -olivine bearing piroxenite"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "HORNBLENDE OLIVINE BEARING PIROXENE": "0",
    "Serpentinized Lherzolite": "1",
    "allanite": "2",
    "antipertite": "3",
    "calcite": "4",
    "cancrinite pegmatite": "5",
    "cumberlandite": "6",
    "granite peralkaline": "7",
    "granitic pegmatite": "8",
    "hornblende -olivine bearing piroxenite": "9",
    "jotunite": "10",
    "lujavrite": "11",
    "luxulianite": "12",
    "nepheline pegmatite": "13",
    "nepheline syenite": "14",
    "norite": "15",
    "olivine gabbro": "16",
    "olivine hornblendite": "17",
    "ortopiroxenite": "18",
    "pulaskite": "19",
    "quartz gabbro": "20",
    "sienite": "21",
    "sienite sodalite": "22",
    "sienogranito": "23"
  },
  "layer_norm_eps": 1e-12,
  "layer_scale_init_value": 0.1,
  "max_length": 128,
  "model_type": "beit",
  "num_attention_heads": 12,
  "num_channels": 3,
  "num_hidden_layers": 12,
  "out_indices": [
    3,
    5,
    7,
    11
  ],
  "padding": "max_length",
  "patch_size": 16,
  "pool_scales": [
    1,
    2,
    3,
    6
  ],
  "problem_type": "single_label_classification",
  "semantic_loss_ignore_index": 255,
  "torch_dtype": "float32",
  "transformers_version": "4.25.1",
  "use_absolute_position_embeddings": false,
  "use_auxiliary_head": true,
  "use_mask_token": false,
  "use_mean_pooling": true,
  "use_relative_position_bias": true,
  "use_shared_relative_position_bias": false,
  "vocab_size": 8192
}