Upload TFBertForSequenceClassification

README.md

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+---
+license: mit
+tags:
+- generated_from_keras_callback
+model-index:
+- name: BertClassifier4NepaliNews
+  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. -->
+
+# BertClassifier4NepaliNews
+
+This model is a fine-tuned version of [Shushant/nepaliBERT](https://huggingface.co/Shushant/nepaliBERT) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Train Loss: 0.2835
+- Validation Loss: 0.4827
+- Epoch: 3
+
+## 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: {'name': 'AdamWeightDecay', 'learning_rate': 5e-06, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.0001}
+- training_precision: float32
+
+### Training results
+
+| Train Loss | Validation Loss | Epoch |
+|:----------:|:---------------:|:-----:|
+| 0.7026     | 0.5473          | 0     |
+| 0.4457     | 0.4904          | 1     |
+| 0.3595     | 0.4803          | 2     |
+| 0.2835     | 0.4827          | 3     |
+
+
+### Framework versions
+
+- Transformers 4.30.1
+- TensorFlow 2.12.0
+- Datasets 2.1.0
+- Tokenizers 0.13.3

config.json

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+{
+  "_name_or_path": "Shushant/nepaliBERT",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "ArthaBanijya",
+    "1": "Bichar",
+    "2": "Desh",
+    "3": "Khelkud",
+    "4": "Manoranjan",
+    "5": "Prabas",
+    "6": "Sahitya",
+    "7": "SuchanaPrabidhi",
+    "8": "Swasthya",
+    "9": "Viswa"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "ArthaBanijya": 0,
+    "Bichar": 1,
+    "Desh": 2,
+    "Khelkud": 3,
+    "Manoranjan": 4,
+    "Prabas": 5,
+    "Sahitya": 6,
+    "SuchanaPrabidhi": 7,
+    "Swasthya": 8,
+    "Viswa": 9
+  },
+  "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",
+  "torch_dtype": "float32",
+  "transformers_version": "4.30.1",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

tf_model.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:e3533bc6a65737da22756fa648edd68500242df015b8bc2153679e97d5659d1b
+size 438247736