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datalawyer
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pedidos-transformerscrf-v5.3-8bit

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pedidos-transformerscrf-v5.3-8bit
File size: 4,715 Bytes 
5a4607f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_name_or_path": "/media/pedro/repositorios/models/datalawyer/ner/pedidos-transformers-crf-fp16-v5.3",
  "architectures": [
    "BertForEmbedderCRFTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": 0.2,
  "constrain_crf": true,
  "directionality": "bidi",
  "dropout_task": 0.2,
  "finetuning_task": "ner",
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "B-ATRIBUICAO",
    "1": "I-ATRIBUICAO",
    "2": "E-ATRIBUICAO",
    "3": "S-ATRIBUICAO",
    "4": "B-DECISAO",
    "5": "I-DECISAO",
    "6": "E-DECISAO",
    "7": "S-DECISAO",
    "8": "B-FUNCAO",
    "9": "I-FUNCAO",
    "10": "E-FUNCAO",
    "11": "S-FUNCAO",
    "12": "B-FUNDAMENTO",
    "13": "I-FUNDAMENTO",
    "14": "E-FUNDAMENTO",
    "15": "S-FUNDAMENTO",
    "16": "B-LOCAL",
    "17": "I-LOCAL",
    "18": "E-LOCAL",
    "19": "S-LOCAL",
    "20": "B-ORGANIZACAO",
    "21": "I-ORGANIZACAO",
    "22": "E-ORGANIZACAO",
    "23": "S-ORGANIZACAO",
    "24": "B-PEDIDO",
    "25": "I-PEDIDO",
    "26": "E-PEDIDO",
    "27": "S-PEDIDO",
    "28": "B-PESSOA",
    "29": "I-PESSOA",
    "30": "E-PESSOA",
    "31": "S-PESSOA",
    "32": "B-REFLEXO",
    "33": "I-REFLEXO",
    "34": "E-REFLEXO",
    "35": "S-REFLEXO",
    "36": "B-TIPO_ACAO",
    "37": "I-TIPO_ACAO",
    "38": "E-TIPO_ACAO",
    "39": "S-TIPO_ACAO",
    "40": "B-TRIBUNAL",
    "41": "I-TRIBUNAL",
    "42": "E-TRIBUNAL",
    "43": "S-TRIBUNAL",
    "44": "B-VALOR_ACORDO",
    "45": "I-VALOR_ACORDO",
    "46": "E-VALOR_ACORDO",
    "47": "S-VALOR_ACORDO",
    "48": "B-VALOR_CAUSA",
    "49": "I-VALOR_CAUSA",
    "50": "E-VALOR_CAUSA",
    "51": "S-VALOR_CAUSA",
    "52": "B-VALOR_CONDENACAO",
    "53": "I-VALOR_CONDENACAO",
    "54": "E-VALOR_CONDENACAO",
    "55": "S-VALOR_CONDENACAO",
    "56": "B-VALOR_CUSTAS",
    "57": "I-VALOR_CUSTAS",
    "58": "E-VALOR_CUSTAS",
    "59": "S-VALOR_CUSTAS",
    "60": "B-VALOR_PEDIDO",
    "61": "I-VALOR_PEDIDO",
    "62": "E-VALOR_PEDIDO",
    "63": "S-VALOR_PEDIDO",
    "64": "B-VARA",
    "65": "I-VARA",
    "66": "E-VARA",
    "67": "S-VARA",
    "68": "O"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "B-ATRIBUICAO": 0,
    "B-DECISAO": 4,
    "B-FUNCAO": 8,
    "B-FUNDAMENTO": 12,
    "B-LOCAL": 16,
    "B-ORGANIZACAO": 20,
    "B-PEDIDO": 24,
    "B-PESSOA": 28,
    "B-REFLEXO": 32,
    "B-TIPO_ACAO": 36,
    "B-TRIBUNAL": 40,
    "B-VALOR_ACORDO": 44,
    "B-VALOR_CAUSA": 48,
    "B-VALOR_CONDENACAO": 52,
    "B-VALOR_CUSTAS": 56,
    "B-VALOR_PEDIDO": 60,
    "B-VARA": 64,
    "E-ATRIBUICAO": 2,
    "E-DECISAO": 6,
    "E-FUNCAO": 10,
    "E-FUNDAMENTO": 14,
    "E-LOCAL": 18,
    "E-ORGANIZACAO": 22,
    "E-PEDIDO": 26,
    "E-PESSOA": 30,
    "E-REFLEXO": 34,
    "E-TIPO_ACAO": 38,
    "E-TRIBUNAL": 42,
    "E-VALOR_ACORDO": 46,
    "E-VALOR_CAUSA": 50,
    "E-VALOR_CONDENACAO": 54,
    "E-VALOR_CUSTAS": 58,
    "E-VALOR_PEDIDO": 62,
    "E-VARA": 66,
    "I-ATRIBUICAO": 1,
    "I-DECISAO": 5,
    "I-FUNCAO": 9,
    "I-FUNDAMENTO": 13,
    "I-LOCAL": 17,
    "I-ORGANIZACAO": 21,
    "I-PEDIDO": 25,
    "I-PESSOA": 29,
    "I-REFLEXO": 33,
    "I-TIPO_ACAO": 37,
    "I-TRIBUNAL": 41,
    "I-VALOR_ACORDO": 45,
    "I-VALOR_CAUSA": 49,
    "I-VALOR_CONDENACAO": 53,
    "I-VALOR_CUSTAS": 57,
    "I-VALOR_PEDIDO": 61,
    "I-VARA": 65,
    "O": 68,
    "S-ATRIBUICAO": 3,
    "S-DECISAO": 7,
    "S-FUNCAO": 11,
    "S-FUNDAMENTO": 15,
    "S-LOCAL": 19,
    "S-ORGANIZACAO": 23,
    "S-PEDIDO": 27,
    "S-PESSOA": 31,
    "S-REFLEXO": 35,
    "S-TIPO_ACAO": 39,
    "S-TRIBUNAL": 43,
    "S-VALOR_ACORDO": 47,
    "S-VALOR_CAUSA": 51,
    "S-VALOR_CONDENACAO": 55,
    "S-VALOR_CUSTAS": 59,
    "S-VALOR_PEDIDO": 63,
    "S-VARA": 67
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "output_past": true,
  "pad_token_id": 0,
  "pooler_fc_size": 768,
  "pooler_num_attention_heads": 12,
  "pooler_num_fc_layers": 3,
  "pooler_size_per_head": 128,
  "pooler_type": "first_token_transform",
  "position_embedding_type": "absolute",
  "quantization_config": {
    "bnb_4bit_compute_dtype": "float32",
    "bnb_4bit_quant_type": "fp4",
    "bnb_4bit_use_double_quant": false,
    "llm_int8_enable_fp32_cpu_offload": false,
    "llm_int8_has_fp16_weight": false,
    "llm_int8_skip_modules": null,
    "llm_int8_threshold": 6.0,
    "load_in_4bit": false,
    "load_in_8bit": true,
    "quant_method": "bitsandbytes"
  },
  "torch_dtype": "float16",
  "transformers_version": "4.36.2",
  "type_vocab_size": 2,
  "use_cache": true,
  "use_crf": true,
  "vocab_size": 29794
}