Model save

README.md

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+---
+library_name: transformers
+base_model: gokulsrinivasagan/bert_base_lda_20_v1_book
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: bert_base_lda_20_v1_book_rte
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# bert_base_lda_20_v1_book_rte
+
+This model is a fine-tuned version of [gokulsrinivasagan/bert_base_lda_20_v1_book](https://huggingface.co/gokulsrinivasagan/bert_base_lda_20_v1_book) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.2664
+- Accuracy: 0.5668
+
+## 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:
+- learning_rate: 5e-05
+- train_batch_size: 256
+- eval_batch_size: 256
+- seed: 10
+- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- num_epochs: 50
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.7001        | 1.0   | 10   | 0.6987          | 0.5018   |
+| 0.6865        | 2.0   | 20   | 0.6934          | 0.5126   |
+| 0.6669        | 3.0   | 30   | 0.6921          | 0.5343   |
+| 0.6301        | 4.0   | 40   | 0.7334          | 0.5560   |
+| 0.5188        | 5.0   | 50   | 0.9071          | 0.5415   |
+| 0.4111        | 6.0   | 60   | 1.0801          | 0.5776   |
+| 0.284         | 7.0   | 70   | 1.0945          | 0.5848   |
+| 0.2243        | 8.0   | 80   | 1.2664          | 0.5668   |
+
+
+### Framework versions
+
+- Transformers 4.46.3
+- Pytorch 2.2.1+cu118
+- Datasets 2.17.0
+- Tokenizers 0.20.3

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