Model save

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: gokulsrinivasagan/tinybert_train_book_v2
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: tinybert_train_book_v2_mnli
+  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. -->
+
+# tinybert_train_book_v2_mnli
+
+This model is a fine-tuned version of [gokulsrinivasagan/tinybert_train_book_v2](https://huggingface.co/gokulsrinivasagan/tinybert_train_book_v2) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.7525
+- Accuracy: 0.7624
+
+## 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 |
+|:-------------:|:-----:|:-----:|:---------------:|:--------:|
+| 0.7774        | 1.0   | 1534  | 0.6661          | 0.7188   |
+| 0.6247        | 2.0   | 3068  | 0.6113          | 0.7501   |
+| 0.5397        | 3.0   | 4602  | 0.6048          | 0.7577   |
+| 0.4702        | 4.0   | 6136  | 0.6143          | 0.7658   |
+| 0.409         | 5.0   | 7670  | 0.6276          | 0.7655   |
+| 0.3531        | 6.0   | 9204  | 0.6843          | 0.7641   |
+| 0.3063        | 7.0   | 10738 | 0.7110          | 0.7648   |
+| 0.2619        | 8.0   | 12272 | 0.7525          | 0.7624   |
+
+
+### Framework versions
+
+- Transformers 4.46.3
+- Pytorch 2.2.1+cu118
+- Datasets 2.17.0
+- Tokenizers 0.20.3

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