🦊 Foxy-Core ner v2.0.0

README.md

@@ -0,0 +1,41 @@
+---
+language:
+- pt
+license: apache-2.0
+tags:
+- foxy-core
+- nlp
+- chatbot
+- portuguese
+- ner
+pipeline_tag: token-classification
+---
+
+# 🦊 Foxy-Core — NER v2.0.0
+
+Motor NLP central para chatbots multi-vertical.
+
+## Uso
+
+```python
+from transformers import pipeline
+
+pipe = pipeline(
+    "ner",
+    model="MattosDev/foxy-core-ner"
+)
+
+result = pipe("quero fazer um pedido")
+print(result)
+```
+Verticais suportadas
+
+🏥 Farmácias
+
+🍔 Fast Foods
+
+💻 Tecnologia
+
+Base Model
+
+BERTimbau (neuralmind/bert-base-portuguese-cased)

config.json

@@ -0,0 +1,87 @@
+{
+  "add_cross_attention": false,
+  "architectures": [
+    "BertForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": null,
+  "classifier_dropout": null,
+  "directionality": "bidi",
+  "dtype": "float32",
+  "eos_token_id": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "B-CODIGO_PEDIDO",
+    "1": "B-CPF",
+    "2": "B-DATA",
+    "3": "B-EMAIL",
+    "4": "B-HORA",
+    "5": "B-LOCALIZACAO",
+    "6": "B-METODO_PAGAMENTO",
+    "7": "B-ORGANIZACAO",
+    "8": "B-PESSOA",
+    "9": "B-PRODUTO",
+    "10": "B-QUANTIDADE",
+    "11": "B-TELEFONE",
+    "12": "B-VALOR",
+    "13": "I-DATA",
+    "14": "I-HORA",
+    "15": "I-LOCALIZACAO",
+    "16": "I-METODO_PAGAMENTO",
+    "17": "I-ORGANIZACAO",
+    "18": "I-PESSOA",
+    "19": "I-PRODUTO",
+    "20": "I-QUANTIDADE",
+    "21": "I-TELEFONE",
+    "22": "I-VALOR",
+    "23": "O"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "is_decoder": false,
+  "label2id": {
+    "B-CODIGO_PEDIDO": 0,
+    "B-CPF": 1,
+    "B-DATA": 2,
+    "B-EMAIL": 3,
+    "B-HORA": 4,
+    "B-LOCALIZACAO": 5,
+    "B-METODO_PAGAMENTO": 6,
+    "B-ORGANIZACAO": 7,
+    "B-PESSOA": 8,
+    "B-PRODUTO": 9,
+    "B-QUANTIDADE": 10,
+    "B-TELEFONE": 11,
+    "B-VALOR": 12,
+    "I-DATA": 13,
+    "I-HORA": 14,
+    "I-LOCALIZACAO": 15,
+    "I-METODO_PAGAMENTO": 16,
+    "I-ORGANIZACAO": 17,
+    "I-PESSOA": 18,
+    "I-PRODUTO": 19,
+    "I-QUANTIDADE": 20,
+    "I-TELEFONE": 21,
+    "I-VALOR": 22,
+    "O": 23
+  },
+  "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",
+  "tie_word_embeddings": true,
+  "transformers_version": "5.0.0",
+  "type_vocab_size": 2,
+  "use_cache": false,
+  "vocab_size": 29794
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da8c1a9a1740b2b689d5d727b17a554eaf2ecf4619a6f157b8f4db07084057fd
+size 433427320

tag2id.json

@@ -0,0 +1,26 @@
+{
+  "B-CODIGO_PEDIDO": 0,
+  "B-CPF": 1,
+  "B-DATA": 2,
+  "B-EMAIL": 3,
+  "B-HORA": 4,
+  "B-LOCALIZACAO": 5,
+  "B-METODO_PAGAMENTO": 6,
+  "B-ORGANIZACAO": 7,
+  "B-PESSOA": 8,
+  "B-PRODUTO": 9,
+  "B-QUANTIDADE": 10,
+  "B-TELEFONE": 11,
+  "B-VALOR": 12,
+  "I-DATA": 13,
+  "I-HORA": 14,
+  "I-LOCALIZACAO": 15,
+  "I-METODO_PAGAMENTO": 16,
+  "I-ORGANIZACAO": 17,
+  "I-PESSOA": 18,
+  "I-PRODUTO": 19,
+  "I-QUANTIDADE": 20,
+  "I-TELEFONE": 21,
+  "I-VALOR": 22,
+  "O": 23
+}

tokenizer_config.json

@@ -0,0 +1,14 @@
+{
+  "backend": "tokenizers",
+  "cls_token": "[CLS]",
+  "do_lower_case": false,
+  "is_local": false,
+  "mask_token": "[MASK]",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dfa73a9918d553392b684688015aa5d77c580d9dbecda55af95c56a03a4697e5
+size 5265