End of training

README.md

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+---
+license: apache-2.0
+base_model: facebook/bart-large
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: bart-large_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-large_readme_summarization
+
+This model is a fine-tuned version of [facebook/bart-large](https://huggingface.co/facebook/bart-large) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.8286
+- Rouge1: 0.5485
+- Rouge2: 0.4096
+- Rougel: 0.5242
+- Rougelsum: 0.524
+- Gen Len: 15.1271
+
+## 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: 2
+- eval_batch_size: 2
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 4
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
+|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| 2.1578        | 1.0   | 2916  | 1.9917          | 0.489  | 0.3382 | 0.4619 | 0.4618    | 15.9544 |
+| 1.5841        | 2.0   | 5832  | 1.8486          | 0.5197 | 0.3778 | 0.4948 | 0.4942    | 15.0384 |
+| 1.2896        | 3.0   | 8748  | 1.8169          | 0.5445 | 0.3982 | 0.5188 | 0.5192    | 13.994  |
+| 1.0315        | 4.0   | 11664 | 1.8286          | 0.5485 | 0.4096 | 0.5242 | 0.524     | 15.1271 |
+
+
+### 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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