add model

README.md

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+---
+tags:
+- generated_from_keras_callback
+model-index:
+- name: Intent-Classification-Bert-Base-Cased
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information Keras had access to. You should
+probably proofread and complete it, then remove this comment. -->
+
+# Intent-Classification-Bert-Base-Cased
+
+This model was trained from scratch on an unknown dataset.
+It achieves the following results on the evaluation set:
+
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- optimizer: None
+- training_precision: float32
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.16.2
+- TensorFlow 2.9.1
+- Datasets 2.2.2
+- Tokenizers 0.10.3

config.json

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+{
+  "_name_or_path": "./models/Intent-Classification-bert-base-cased",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "asking date",
+    "1": "asking time",
+    "2": "asking weather",
+    "3": "check internet speed",
+    "4": "click photo",
+    "5": "covid cases",
+    "6": "greet",
+    "7": "open website",
+    "8": "play games",
+    "9": "play on youtube",
+    "10": "send email",
+    "11": "send whatsapp message",
+    "12": "take screenshot",
+    "13": "tell me about",
+    "14": "tell me joke",
+    "15": "tell me news"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "asking date": 0,
+    "asking time": 1,
+    "asking weather": 2,
+    "check internet speed": 3,
+    "click photo": 4,
+    "covid cases": 5,
+    "greet": 6,
+    "open website": 7,
+    "play games": 8,
+    "play on youtube": 9,
+    "send email": 10,
+    "send whatsapp message": 11,
+    "take screenshot": 12,
+    "tell me about": 13,
+    "tell me joke": 14,
+    "tell me news": 15
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "transformers_version": "4.16.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 28996
+}

tf_model.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7d0321bc35cdfbd9b413b38fc0e5d78415aec3ba0df4457b91098b21abfcfd62
+size 433578384