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bert_model

Text Classification
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distilbert
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text-embeddings-inference
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bert_model
File size: 2,932 Bytes
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{
  "_name_or_path": "distilbert-base-uncased",
  "activation": "gelu",
  "architectures": [
    "DistilBertForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "dim": 768,
  "dropout": 0.1,
  "hidden_dim": 3072,
  "id2label": {'0': 'AIR COMPRESSOR',
 '1': 'ALLEN KEY',
 '2': 'ANGLE GAUGE',
 '3': 'AXE',
 '4': 'BACK SAW',
 '5': 'BAND SAW',
 '6': 'BONE SAW',
 '7': 'CALIPER',
 '8': 'CHISEL',
 '9': 'CIRCULAR SAW',
 '10': 'CLAMP',
 '11': 'COPING SAW',
 '12': 'CORDLESS DRILL',
 '13': 'CROSSCUT SAW',
 '14': 'DRILLS',
 '15': 'FILE',
 '16': 'FRET SAW',
 '17': 'GARAGE CABINET',
 '18': 'GAUGE',
 '19': 'GRINDER',
 '20': 'HACK SAW',
 '21': 'HAMMER',
 '22': 'HAND SAW',
 '23': 'HEAT GUN',
 '24': 'IMPACT DRIVER',
 '25': 'IMPACT WRENCH',
 '26': 'INCLINOMETER',
 '27': 'KEYHOLE SAW',
 '28': 'LASER LEVEL',
 '29': 'LATHE',
 '30': 'LEVEL',
 '31': 'MALLET',
 '32': 'MICROMETER',
 '33': 'MITER SAW',
 '34': 'NAIL GUN',
 '35': 'NUT DRIVER',
 '36': 'PLANE',
 '37': 'PLIERS',
 '38': 'PROTRACTOR',
 '39': 'PRUNING SAW',
 '40': 'RASP',
 '41': 'RECIPROCATING SAW',
 '42': 'ROLLING TOOL STORAGE',
 '43': 'SANDER',
 '44': 'SCREW DRIVERS',
 '45': 'STAPLER',
 '46': 'TABLE SAW',
 '47': 'TAPE MEASURE',
 '48': 'TILE SAW',
 '49': 'TOOL BAG',
 '50': 'TOOL BELT',
 '51': 'TOOL BOX',
 '52': 'TOOL CABINET',
 '53': 'TOOL CHEST',
 '54': 'VENEER SAW',
 '55': 'WRENCH'},
  "initializer_range": 0.02,
  "label2id": {
    "AIR COMPRESSOR" : "0" ,
"ALLEN KEY" : "1" ,
"ANGLE GAUGE" : "2" ,
"AXE" : "3" ,
"BACK SAW" : "4" ,
"BAND SAW" : "5" ,
"BONE SAW" : "6" ,
"CALIPER" : "7" ,
"CHISEL" : "8" ,
"CIRCULAR SAW" : "9" ,
"CLAMP" : "10" ,
"COPING SAW" : "11" ,
"CORDLESS DRILL" : "12" ,
"CROSSCUT SAW" : "13" ,
"DRILLS" : "14" ,
"FILE" : "15" ,
"FRET SAW" : "16" ,
"GARAGE CABINET" : "17" ,
"GAUGE" : "18" ,
"GRINDER" : "19" ,
"HACK SAW" : "20" ,
"HAMMER" : "21" ,
"HAND SAW" : "22" ,
"HEAT GUN" : "23" ,
"IMPACT DRIVER" : "24" ,
"IMPACT WRENCH" : "25" ,
"INCLINOMETER" : "26" ,
"KEYHOLE SAW" : "27" ,
"LASER LEVEL" : "28" ,
"LATHE" : "29" ,
"LEVEL" : "30" ,
"MALLET" : "31" ,
"MICROMETER" : "32" ,
"MITER SAW" : "33" ,
"NAIL GUN" : "34" ,
"NUT DRIVER" : "35" ,
"PLANE" : "36" ,
"PLIERS" : "37" ,
"PROTRACTOR" : "38" ,
"PRUNING SAW" : "39" ,
"RASP" : "40" ,
"RECIPROCATING SAW" : "41" ,
"ROLLING TOOL STORAGE" : "42" ,
"SANDER" : "43" ,
"SCREW DRIVERS" : "44" ,
"STAPLER" : "45" ,
"TABLE SAW" : "46" ,
"TAPE MEASURE" : "47" ,
"TILE SAW" : "48" ,
"TOOL BAG" : "49" ,
"TOOL BELT" : "50" ,
"TOOL BOX" : "51" ,
"TOOL CABINET" : "52" ,
"TOOL CHEST" : "53" ,
"VENEER SAW" : "54" ,
"WRENCH" : "55" 
  },
  "max_position_embeddings": 512,
  "model_type": "distilbert",
  "n_heads": 12,
  "n_layers": 6,
  "pad_token_id": 0,
  "problem_type": "single_label_classification",
  "qa_dropout": 0.1,
  "seq_classif_dropout": 0.2,
  "sinusoidal_pos_embds": false,
  "tie_weights_": true,
  "torch_dtype": "float32",
  "transformers_version": "4.40.0",
  "vocab_size": 30522
}