🦊 Foxy-Core intent v2.0.0

README.md

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

config.json

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+{
+  "add_cross_attention": false,
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "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": "agenda.cancelar",
+    "1": "agenda.consultar",
+    "10": "info.faq",
+    "11": "info.horario",
+    "12": "info.localizacao",
+    "13": "info.preco",
+    "14": "info.servicos",
+    "15": "info.sobre_empresa",
+    "16": "pagamento.comprovante",
+    "17": "pagamento.confirmar",
+    "18": "pagamento.erro",
+    "19": "pagamento.metodos",
+    "2": "agenda.criar",
+    "20": "pagamento.parcelamento",
+    "21": "pedido.cancelar",
+    "22": "pedido.criar",
+    "23": "pedido.historico",
+    "24": "pedido.modificar",
+    "25": "pedido.repetir",
+    "26": "pedido.status",
+    "27": "saudacao.como_vai",
+    "28": "saudacao.obrigado",
+    "29": "saudacao.ola",
+    "3": "agenda.remarcar",
+    "30": "saudacao.tchau",
+    "31": "sistema.confirmar",
+    "32": "sistema.fallback",
+    "33": "sistema.fora_escopo",
+    "34": "sistema.negar",
+    "35": "sistema.voltar",
+    "36": "suporte.feedback",
+    "37": "suporte.humano",
+    "38": "suporte.problema_tecnico",
+    "39": "suporte.reclamacao",
+    "4": "conta.atualizar_dados",
+    "40": "suporte.reembolso",
+    "41": "suporte.troca",
+    "5": "conta.criar",
+    "6": "conta.deletar",
+    "7": "conta.login",
+    "8": "conta.recuperar_senha",
+    "9": "info.contato"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "is_decoder": false,
+  "label2id": {
+    "agenda.cancelar": 0,
+    "agenda.consultar": 1,
+    "agenda.criar": 2,
+    "agenda.remarcar": 3,
+    "conta.atualizar_dados": 4,
+    "conta.criar": 5,
+    "conta.deletar": 6,
+    "conta.login": 7,
+    "conta.recuperar_senha": 8,
+    "info.contato": 9,
+    "info.faq": 10,
+    "info.horario": 11,
+    "info.localizacao": 12,
+    "info.preco": 13,
+    "info.servicos": 14,
+    "info.sobre_empresa": 15,
+    "pagamento.comprovante": 16,
+    "pagamento.confirmar": 17,
+    "pagamento.erro": 18,
+    "pagamento.metodos": 19,
+    "pagamento.parcelamento": 20,
+    "pedido.cancelar": 21,
+    "pedido.criar": 22,
+    "pedido.historico": 23,
+    "pedido.modificar": 24,
+    "pedido.repetir": 25,
+    "pedido.status": 26,
+    "saudacao.como_vai": 27,
+    "saudacao.obrigado": 28,
+    "saudacao.ola": 29,
+    "saudacao.tchau": 30,
+    "sistema.confirmar": 31,
+    "sistema.fallback": 32,
+    "sistema.fora_escopo": 33,
+    "sistema.negar": 34,
+    "sistema.voltar": 35,
+    "suporte.feedback": 36,
+    "suporte.humano": 37,
+    "suporte.problema_tecnico": 38,
+    "suporte.reclamacao": 39,
+    "suporte.reembolso": 40,
+    "suporte.troca": 41
+  },
+  "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",
+  "problem_type": "single_label_classification",
+  "tie_word_embeddings": true,
+  "transformers_version": "5.0.0",
+  "type_vocab_size": 2,
+  "use_cache": false,
+  "vocab_size": 29794
+}

id2intent.json

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+{
+  "0": "agenda.cancelar",
+  "1": "agenda.consultar",
+  "2": "agenda.criar",
+  "3": "agenda.remarcar",
+  "4": "conta.atualizar_dados",
+  "5": "conta.criar",
+  "6": "conta.deletar",
+  "7": "conta.login",
+  "8": "conta.recuperar_senha",
+  "9": "info.contato",
+  "10": "info.faq",
+  "11": "info.horario",
+  "12": "info.localizacao",
+  "13": "info.preco",
+  "14": "info.servicos",
+  "15": "info.sobre_empresa",
+  "16": "pagamento.comprovante",
+  "17": "pagamento.confirmar",
+  "18": "pagamento.erro",
+  "19": "pagamento.metodos",
+  "20": "pagamento.parcelamento",
+  "21": "pedido.cancelar",
+  "22": "pedido.criar",
+  "23": "pedido.historico",
+  "24": "pedido.modificar",
+  "25": "pedido.repetir",
+  "26": "pedido.status",
+  "27": "saudacao.como_vai",
+  "28": "saudacao.obrigado",
+  "29": "saudacao.ola",
+  "30": "saudacao.tchau",
+  "31": "sistema.confirmar",
+  "32": "sistema.fallback",
+  "33": "sistema.fora_escopo",
+  "34": "sistema.negar",
+  "35": "sistema.voltar",
+  "36": "suporte.feedback",
+  "37": "suporte.humano",
+  "38": "suporte.problema_tecnico",
+  "39": "suporte.reclamacao",
+  "40": "suporte.reembolso",
+  "41": "suporte.troca"
+}

intent2id.json

@@ -0,0 +1,44 @@
+{
+  "agenda.cancelar": 0,
+  "agenda.consultar": 1,
+  "agenda.criar": 2,
+  "agenda.remarcar": 3,
+  "conta.atualizar_dados": 4,
+  "conta.criar": 5,
+  "conta.deletar": 6,
+  "conta.login": 7,
+  "conta.recuperar_senha": 8,
+  "info.contato": 9,
+  "info.faq": 10,
+  "info.horario": 11,
+  "info.localizacao": 12,
+  "info.preco": 13,
+  "info.servicos": 14,
+  "info.sobre_empresa": 15,
+  "pagamento.comprovante": 16,
+  "pagamento.confirmar": 17,
+  "pagamento.erro": 18,
+  "pagamento.metodos": 19,
+  "pagamento.parcelamento": 20,
+  "pedido.cancelar": 21,
+  "pedido.criar": 22,
+  "pedido.historico": 23,
+  "pedido.modificar": 24,
+  "pedido.repetir": 25,
+  "pedido.status": 26,
+  "saudacao.como_vai": 27,
+  "saudacao.obrigado": 28,
+  "saudacao.ola": 29,
+  "saudacao.tchau": 30,
+  "sistema.confirmar": 31,
+  "sistema.fallback": 32,
+  "sistema.fora_escopo": 33,
+  "sistema.negar": 34,
+  "sistema.voltar": 35,
+  "suporte.feedback": 36,
+  "suporte.humano": 37,
+  "suporte.problema_tecnico": 38,
+  "suporte.reclamacao": 39,
+  "suporte.reembolso": 40,
+  "suporte.troca": 41
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:99acafa1f66589ca64130048f9c9c04354404a4c8abbced70e116851648eb859
+size 435845240

tokenizer_config.json

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+{
+  "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

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+size 5265