Model save

README.md

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+---
+base_model: Hartunka/tiny_bert_rand_50_v1
+tags:
+- generated_from_trainer
+metrics:
+- matthews_correlation
+- accuracy
+model-index:
+- name: tiny_bert_rand_50_v1_cola
+  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. -->
+
+# tiny_bert_rand_50_v1_cola
+
+This model is a fine-tuned version of [Hartunka/tiny_bert_rand_50_v1](https://huggingface.co/Hartunka/tiny_bert_rand_50_v1) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.7260
+- Matthews Correlation: 0.0758
+- Accuracy: 0.6222
+
+## 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: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 50
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Matthews Correlation | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------------------:|:--------:|
+| 0.6134        | 1.0   | 34   | 0.6171          | 0.0                  | 0.6913   |
+| 0.601         | 2.0   | 68   | 0.6196          | 0.0                  | 0.6913   |
+| 0.5781        | 3.0   | 102  | 0.6260          | 0.0                  | 0.6913   |
+| 0.5374        | 4.0   | 136  | 0.6579          | 0.0426               | 0.6836   |
+| 0.4953        | 5.0   | 170  | 0.6752          | 0.0880               | 0.6539   |
+| 0.4567        | 6.0   | 204  | 0.7260          | 0.0758               | 0.6222   |
+
+
+### Framework versions
+
+- Transformers 4.40.0
+- Pytorch 2.6.0+cu124
+- Datasets 3.5.0
+- Tokenizers 0.19.1

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