End of training

README.md

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 ---
 license: apache-2.0
+base_model: distilbert-base-uncased
+tags:
+- generated_from_trainer
+metrics:
+- matthews_correlation
+model-index:
+- name: HW1
+  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. -->
+
+# HW1
+
+This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.8133
+- Matthews Correlation: 0.5198
+
+## 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: 2e-05
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 5
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
+|:-------------:|:-----:|:----:|:---------------:|:--------------------:|
+| 0.5187        | 1.0   | 535  | 0.4568          | 0.4272               |
+| 0.3471        | 2.0   | 1070 | 0.4726          | 0.5152               |
+| 0.2317        | 3.0   | 1605 | 0.6819          | 0.5073               |
+| 0.1733        | 4.0   | 2140 | 0.8133          | 0.5198               |
+| 0.1278        | 5.0   | 2675 | 0.8755          | 0.4994               |
+
+
+### Framework versions
+
+- Transformers 4.39.1
+- Pytorch 2.2.1+cu121
+- Datasets 2.18.0
+- Tokenizers 0.15.2

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runs/Mar23_02-09-44_4cc37c544afe/events.out.tfevents.1711160025.4cc37c544afe.560.1

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