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deberta-v3-large-ad-opentag-finetuned-ner-5epochs

Token Classification
Transformers
PyTorch
deberta-v2
Inference Endpoints
Model card Files Community
deberta-v3-large-ad-opentag-finetuned-ner-5epochs
File size: 3,236 Bytes 
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{
  "_name_or_path": "microsoft/deberta-v3-large",
  "architectures": [
    "DebertaV2ForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 1024,
  "id2label": {
    "0": "O",
    "1": "B-Digital_Cameras_Camera_Weight",
    "2": "I-Digital_Cameras_Camera_Weight",
    "3": "B-Laptops_Battery_Life",
    "4": "I-Laptops_Battery_Life",
    "5": "B-Laptops_Refresh_Rate",
    "6": "I-Laptops_Refresh_Rate",
    "7": "B-Laptops_Processor_Speed",
    "8": "I-Laptops_Processor_Speed",
    "9": "B-Laptops_Resolution",
    "10": "I-Laptops_Resolution",
    "11": "B-Flash_Memory_Cards_Capacity",
    "12": "I-Flash_Memory_Cards_Capacity",
    "13": "B-Flash_Memory_Cards_SD_Format",
    "14": "I-Flash_Memory_Cards_SD_Format",
    "15": "B-Laptops_Screen_Size",
    "16": "I-Laptops_Screen_Size",
    "17": "B-Laptops_Processor_Brand",
    "18": "I-Laptops_Processor_Brand",
    "19": "B-Laptops_Weight",
    "20": "I-Laptops_Weight",
    "21": "B-Digital_Cameras_Optical_Zoom",
    "22": "I-Digital_Cameras_Optical_Zoom",
    "23": "B-Digital_Cameras_Sensor_Type",
    "24": "I-Digital_Cameras_Sensor_Type",
    "25": "B-Digital_Cameras_Sensor_Size",
    "26": "I-Digital_Cameras_Sensor_Size",
    "27": "B-Laptops_Number_of_Cores",
    "28": "I-Laptops_Number_of_Cores",
    "29": "B-Digital_Cameras_Resolution",
    "30": "I-Digital_Cameras_Resolution"
  },
  "initializer_range": 0.02,
  "intermediate_size": 4096,
  "label2id": {
    "B-Digital_Cameras_Camera_Weight": 1,
    "B-Digital_Cameras_Optical_Zoom": 21,
    "B-Digital_Cameras_Resolution": 29,
    "B-Digital_Cameras_Sensor_Size": 25,
    "B-Digital_Cameras_Sensor_Type": 23,
    "B-Flash_Memory_Cards_Capacity": 11,
    "B-Flash_Memory_Cards_SD_Format": 13,
    "B-Laptops_Battery_Life": 3,
    "B-Laptops_Number_of_Cores": 27,
    "B-Laptops_Processor_Brand": 17,
    "B-Laptops_Processor_Speed": 7,
    "B-Laptops_Refresh_Rate": 5,
    "B-Laptops_Resolution": 9,
    "B-Laptops_Screen_Size": 15,
    "B-Laptops_Weight": 19,
    "I-Digital_Cameras_Camera_Weight": 2,
    "I-Digital_Cameras_Optical_Zoom": 22,
    "I-Digital_Cameras_Resolution": 30,
    "I-Digital_Cameras_Sensor_Size": 26,
    "I-Digital_Cameras_Sensor_Type": 24,
    "I-Flash_Memory_Cards_Capacity": 12,
    "I-Flash_Memory_Cards_SD_Format": 14,
    "I-Laptops_Battery_Life": 4,
    "I-Laptops_Number_of_Cores": 28,
    "I-Laptops_Processor_Brand": 18,
    "I-Laptops_Processor_Speed": 8,
    "I-Laptops_Refresh_Rate": 6,
    "I-Laptops_Resolution": 10,
    "I-Laptops_Screen_Size": 16,
    "I-Laptops_Weight": 20,
    "O": 0
  },
  "layer_norm_eps": 1e-07,
  "max_position_embeddings": 512,
  "max_relative_positions": -1,
  "model_type": "deberta-v2",
  "norm_rel_ebd": "layer_norm",
  "num_attention_heads": 16,
  "num_hidden_layers": 24,
  "pad_token_id": 0,
  "pooler_dropout": 0,
  "pooler_hidden_act": "gelu",
  "pooler_hidden_size": 1024,
  "pos_att_type": [
    "p2c",
    "c2p"
  ],
  "position_biased_input": false,
  "position_buckets": 256,
  "relative_attention": true,
  "share_att_key": true,
  "torch_dtype": "float32",
  "transformers_version": "4.30.1",
  "type_vocab_size": 0,
  "vocab_size": 128100
}