End of training

README.md

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+---
+license: apache-2.0
+base_model: facebook/bart-base
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: bart-base_readme_summarization
+  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. -->
+
+# bart-base_readme_summarization
+
+This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.8669
+- Rouge1: 0.5127
+- Rouge2: 0.3646
+- Rougel: 0.4876
+- Rougelsum: 0.4869
+- Gen Len: 14.0839
+
+## 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: 4
+- eval_batch_size: 4
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 5
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| 2.5281        | 1.0   | 1458 | 2.1087          | 0.4819 | 0.3345 | 0.4579 | 0.4568    | 14.0504 |
+| 2.0703        | 2.0   | 2916 | 1.9665          | 0.4965 | 0.3464 | 0.4732 | 0.472     | 13.3129 |
+| 1.7808        | 3.0   | 4374 | 1.9068          | 0.5065 | 0.3557 | 0.4815 | 0.4811    | 14.271  |
+| 1.604         | 4.0   | 5832 | 1.8722          | 0.5082 | 0.3634 | 0.4878 | 0.4873    | 13.8849 |
+| 1.5412        | 5.0   | 7290 | 1.8669          | 0.5127 | 0.3646 | 0.4876 | 0.4869    | 14.0839 |
+
+
+### Framework versions
+
+- Transformers 4.35.0
+- Pytorch 2.1.0+cu118
+- Datasets 2.14.6
+- Tokenizers 0.14.1

generation_config.json

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+{
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+  "decoder_start_token_id": 2,
+  "early_stopping": true,
+  "eos_token_id": 2,
+  "forced_bos_token_id": 0,
+  "forced_eos_token_id": 2,
+  "no_repeat_ngram_size": 3,
+  "num_beams": 4,
+  "pad_token_id": 1,
+  "transformers_version": "4.35.0"
+}

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runs/Nov08_04-11-57_7c1bf380bfae/events.out.tfevents.1699416726.7c1bf380bfae.1054.0

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