Training completed!

README.md

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+---
+license: cc-by-sa-4.0
+base_model: nlpaueb/legal-bert-base-uncased
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: legal-bert-base-uncased-supreme-court-summaries-2
+  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. -->
+
+# legal-bert-base-uncased-supreme-court-summaries-2
+
+This model is a fine-tuned version of [nlpaueb/legal-bert-base-uncased](https://huggingface.co/nlpaueb/legal-bert-base-uncased) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.5445
+- Accuracy: 0.6156
+
+## 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: 47
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 6
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.6228        | 1.0   | 1320 | 0.6084          | 0.6267   |
+| 0.5672        | 2.0   | 2640 | 0.6318          | 0.6315   |
+| 0.4577        | 3.0   | 3960 | 0.7553          | 0.6248   |
+| 0.3173        | 4.0   | 5280 | 0.9317          | 0.6207   |
+| 0.2069        | 5.0   | 6600 | 1.2745          | 0.6163   |
+| 0.146         | 6.0   | 7920 | 1.5445          | 0.6156   |
+
+
+### Framework versions
+
+- Transformers 4.35.1
+- Pytorch 2.1.0+cu121
+- Datasets 2.14.6
+- Tokenizers 0.14.1

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