End of training

README.md

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+---
+license: apache-2.0
+base_model: bert-large-uncased
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+- f1
+model-index:
+- name: bert-large-uncased-detect-dep-v5
+  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-large-uncased-detect-dep-v5
+
+This model is a fine-tuned version of [bert-large-uncased](https://huggingface.co/bert-large-uncased) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.8207
+- Accuracy: 0.702
+- F1: 0.7806
+
+## 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-06
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 8
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
+| 0.6404        | 1.0   | 751  | 0.5949          | 0.739    | 0.8065 |
+| 0.6075        | 2.0   | 1502 | 0.5335          | 0.758    | 0.8296 |
+| 0.5722        | 3.0   | 2253 | 0.5041          | 0.777    | 0.8327 |
+| 0.539         | 4.0   | 3004 | 0.5608          | 0.744    | 0.8158 |
+| 0.4922        | 5.0   | 3755 | 0.6350          | 0.711    | 0.7765 |
+| 0.4296        | 6.0   | 4506 | 0.6518          | 0.732    | 0.7938 |
+| 0.3761        | 7.0   | 5257 | 0.7428          | 0.711    | 0.7864 |
+| 0.3356        | 8.0   | 6008 | 0.8207          | 0.702    | 0.7806 |
+
+
+### Framework versions
+
+- Transformers 4.31.0
+- Pytorch 2.0.1+cu118
+- Datasets 2.13.1
+- Tokenizers 0.13.3

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