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-finetuned-multinews
+  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-finetuned-multinews
+
+This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.4152
+- Rouge1: 14.6798
+- Rouge2: 5.2044
+- Rougel: 11.2346
+- Rougelsum: 12.9794
+- Gen Len: 20.0
+
+## 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
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rouge1  | Rouge2 | Rougel  | Rougelsum | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:-------:|:---------:|:-------:|
+| 2.8162        | 1.0   | 506  | 2.4807          | 14.5888 | 4.9839 | 11.0896 | 12.9      | 20.0    |
+| 2.6122        | 2.0   | 1012 | 2.4371          | 14.9075 | 5.3211 | 11.2711 | 13.1998   | 20.0    |
+| 2.518         | 3.0   | 1518 | 2.4141          | 14.8607 | 5.2903 | 11.332  | 13.1363   | 20.0    |
+| 2.4585        | 4.0   | 2024 | 2.4246          | 14.7346 | 5.2263 | 11.2281 | 13.0277   | 20.0    |
+| 2.4206        | 5.0   | 2530 | 2.4152          | 14.6798 | 5.2044 | 11.2346 | 12.9794   | 20.0    |
+
+
+### Framework versions
+
+- Transformers 4.40.1
+- Pytorch 1.13.1+cu117
+- Datasets 2.19.0
+- Tokenizers 0.19.1

generation_config.json

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+{
+  "bos_token_id": 0,
+  "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": "4.40.1"
+}

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runs/Apr26_13-09-43_instance-20240426-075425/events.out.tfevents.1714136985.instance-20240426-075425

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