🦊 Foxy-Core sentiment v2.0.0

README.md

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+---
+language:
+- pt
+license: apache-2.0
+tags:
+- foxy-core
+- nlp
+- chatbot
+- portuguese
+- sentiment
+pipeline_tag: text-classification
+---
+
+# 🦊 Foxy-Core — SENTIMENT v2.0.0
+
+Motor NLP central para chatbots multi-vertical.
+
+## Uso
+
+```python
+from transformers import pipeline
+
+pipe = pipeline(
+    "text-classification",
+    model="MattosDev/foxy-core-sentiment"
+)
+
+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": "muito_negativo",
+    "1": "negativo",
+    "2": "neutro",
+    "3": "positivo",
+    "4": "muito_positivo"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "is_decoder": false,
+  "label2id": {
+    "muito_negativo": 0,
+    "muito_positivo": 4,
+    "negativo": 1,
+    "neutro": 2,
+    "positivo": 3
+  },
+  "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
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:40a97750be67c8a153bced4a9f867489dd72a6be3600c06870780d09e840959a
+size 435731428

sent2id.json

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+{
+  "muito_negativo": 0,
+  "negativo": 1,
+  "neutro": 2,
+  "positivo": 3,
+  "muito_positivo": 4
+}

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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+version https://git-lfs.github.com/spec/v1
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+size 5265