Upload TFBertForPreTraining

README.md

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+---
+tags:
+- generated_from_keras_callback
+model-index:
+- name: bert-tv-portuguese
+  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. -->
+
+# bert-tv-portuguese
+
+This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Train Loss: 2.3734
+- Epoch: 8
+
+## 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': 'AdamW', 'weight_decay': 0.004, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': True, 'is_legacy_optimizer': False, 'learning_rate': 0.000102, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
+- training_precision: float32
+
+### Training results
+
+| Train Loss | Epoch |
+|:----------:|:-----:|
+| 6.3513     | 0     |
+| 4.4775     | 1     |
+| 3.5899     | 2     |
+| 3.1742     | 3     |
+| 2.9347     | 4     |
+| 2.7461     | 5     |
+| 2.5957     | 6     |
+| 2.4721     | 7     |
+| 2.3734     | 8     |
+
+
+### Framework versions
+
+- Transformers 4.27.3
+- TensorFlow 2.11.1
+- Datasets 2.11.0
+- Tokenizers 0.13.3

config.json

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+{
+  "architectures": [
+    "BertForPreTraining"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.2,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 1024,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 6,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "transformers_version": "4.27.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 29794
+}

tf_model.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:bafd6303abdefb54ddff1f6b0dbdc709acf555f00b2fb5c30e15e93dc85f6dd2
+size 285808616