Upload BertForEmbedderCRFTokenClassification
Browse files- config.json +190 -0
- model.safetensors +3 -0
config.json
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@@ -0,0 +1,190 @@
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{
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"_name_or_path": "/media/pedro/repositorios/models/datalawyer/ner/pedidos-transformers-crf-fp16-v5.3",
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"architectures": [
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"BertForEmbedderCRFTokenClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": 0.2,
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"constrain_crf": true,
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"directionality": "bidi",
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"dropout_task": 0.2,
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"finetuning_task": "ner",
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "B-ATRIBUICAO",
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"1": "I-ATRIBUICAO",
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"2": "E-ATRIBUICAO",
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"3": "S-ATRIBUICAO",
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"4": "B-DECISAO",
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"5": "I-DECISAO",
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"6": "E-DECISAO",
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"7": "S-DECISAO",
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"8": "B-FUNCAO",
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"9": "I-FUNCAO",
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"10": "E-FUNCAO",
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"11": "S-FUNCAO",
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"12": "B-FUNDAMENTO",
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"13": "I-FUNDAMENTO",
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"14": "E-FUNDAMENTO",
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"15": "S-FUNDAMENTO",
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"16": "B-LOCAL",
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"17": "I-LOCAL",
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"18": "E-LOCAL",
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"19": "S-LOCAL",
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"20": "B-ORGANIZACAO",
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"21": "I-ORGANIZACAO",
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"22": "E-ORGANIZACAO",
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"23": "S-ORGANIZACAO",
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"24": "B-PEDIDO",
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"25": "I-PEDIDO",
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"26": "E-PEDIDO",
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"27": "S-PEDIDO",
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"28": "B-PESSOA",
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"29": "I-PESSOA",
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"30": "E-PESSOA",
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"31": "S-PESSOA",
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"32": "B-REFLEXO",
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"33": "I-REFLEXO",
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"34": "E-REFLEXO",
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"35": "S-REFLEXO",
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"36": "B-TIPO_ACAO",
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"37": "I-TIPO_ACAO",
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"38": "E-TIPO_ACAO",
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"39": "S-TIPO_ACAO",
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"40": "B-TRIBUNAL",
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"41": "I-TRIBUNAL",
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"42": "E-TRIBUNAL",
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"43": "S-TRIBUNAL",
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"44": "B-VALOR_ACORDO",
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"45": "I-VALOR_ACORDO",
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"46": "E-VALOR_ACORDO",
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"47": "S-VALOR_ACORDO",
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"48": "B-VALOR_CAUSA",
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"49": "I-VALOR_CAUSA",
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"50": "E-VALOR_CAUSA",
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"51": "S-VALOR_CAUSA",
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"52": "B-VALOR_CONDENACAO",
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"53": "I-VALOR_CONDENACAO",
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"54": "E-VALOR_CONDENACAO",
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"55": "S-VALOR_CONDENACAO",
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"56": "B-VALOR_CUSTAS",
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"57": "I-VALOR_CUSTAS",
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"58": "E-VALOR_CUSTAS",
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"59": "S-VALOR_CUSTAS",
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"60": "B-VALOR_PEDIDO",
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"61": "I-VALOR_PEDIDO",
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"62": "E-VALOR_PEDIDO",
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"63": "S-VALOR_PEDIDO",
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"64": "B-VARA",
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"65": "I-VARA",
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"66": "E-VARA",
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"67": "S-VARA",
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"68": "O"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"B-ATRIBUICAO": 0,
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"B-DECISAO": 4,
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"B-FUNCAO": 8,
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"B-FUNDAMENTO": 12,
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"B-LOCAL": 16,
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"B-ORGANIZACAO": 20,
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"B-PEDIDO": 24,
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"B-PESSOA": 28,
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"B-REFLEXO": 32,
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"B-TIPO_ACAO": 36,
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"B-TRIBUNAL": 40,
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"B-VALOR_ACORDO": 44,
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"B-VALOR_CAUSA": 48,
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"B-VALOR_CONDENACAO": 52,
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"B-VALOR_CUSTAS": 56,
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"B-VALOR_PEDIDO": 60,
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"B-VARA": 64,
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"E-ATRIBUICAO": 2,
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"E-DECISAO": 6,
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"E-FUNCAO": 10,
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"E-FUNDAMENTO": 14,
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"E-LOCAL": 18,
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"E-ORGANIZACAO": 22,
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"E-PEDIDO": 26,
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"E-PESSOA": 30,
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"E-REFLEXO": 34,
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"E-TIPO_ACAO": 38,
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"E-TRIBUNAL": 42,
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"E-VALOR_ACORDO": 46,
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"E-VALOR_CAUSA": 50,
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"E-VALOR_CONDENACAO": 54,
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"E-VALOR_CUSTAS": 58,
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"E-VALOR_PEDIDO": 62,
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"E-VARA": 66,
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"I-ATRIBUICAO": 1,
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"I-DECISAO": 5,
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"I-FUNCAO": 9,
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"I-FUNDAMENTO": 13,
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"I-LOCAL": 17,
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"I-ORGANIZACAO": 21,
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"I-PEDIDO": 25,
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"I-PESSOA": 29,
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"I-REFLEXO": 33,
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"I-TIPO_ACAO": 37,
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"I-TRIBUNAL": 41,
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"I-VALOR_ACORDO": 45,
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"I-VALOR_CAUSA": 49,
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"I-VALOR_CONDENACAO": 53,
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"I-VALOR_CUSTAS": 57,
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"I-VALOR_PEDIDO": 61,
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"I-VARA": 65,
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"O": 68,
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"S-ATRIBUICAO": 3,
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"S-DECISAO": 7,
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"S-FUNCAO": 11,
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"S-FUNDAMENTO": 15,
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"S-LOCAL": 19,
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"S-ORGANIZACAO": 23,
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"S-PEDIDO": 27,
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"S-PESSOA": 31,
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"S-REFLEXO": 35,
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"S-TIPO_ACAO": 39,
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"S-TRIBUNAL": 43,
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"S-VALOR_ACORDO": 47,
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"S-VALOR_CAUSA": 51,
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"S-VALOR_CONDENACAO": 55,
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"S-VALOR_CUSTAS": 59,
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"S-VALOR_PEDIDO": 63,
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"S-VARA": 67
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"output_past": true,
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"pad_token_id": 0,
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"pooler_fc_size": 768,
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"pooler_num_attention_heads": 12,
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"pooler_num_fc_layers": 3,
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"pooler_size_per_head": 128,
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"pooler_type": "first_token_transform",
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"position_embedding_type": "absolute",
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"quantization_config": {
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"bnb_4bit_compute_dtype": "float32",
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"bnb_4bit_quant_type": "fp4",
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"bnb_4bit_use_double_quant": false,
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"llm_int8_enable_fp32_cpu_offload": false,
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"llm_int8_has_fp16_weight": false,
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"llm_int8_skip_modules": null,
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"llm_int8_threshold": 6.0,
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"load_in_4bit": false,
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"load_in_8bit": true,
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"quant_method": "bitsandbytes"
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},
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"torch_dtype": "float16",
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"transformers_version": "4.36.2",
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"type_vocab_size": 2,
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"use_cache": true,
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"use_crf": true,
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"vocab_size": 29794
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}
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model.safetensors
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:1bb40254882abc9a2e8fd50737c30262dcaae9ea86dda3375df3b4531c845f70
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size 132156484
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