Trevor Johnson
commited on
Commit
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Parent(s):
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- .DS_Store +0 -0
- README.md +66 -0
- pytorch_model.bin +2 -2
- runs/Jul21_16-49-29_e8cdd788bfef/1658422180.9428267/events.out.tfevents.1658422180.e8cdd788bfef.1591.1 +3 -0
- runs/Jul21_16-49-29_e8cdd788bfef/events.out.tfevents.1658422180.e8cdd788bfef.1591.0 +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +65 -0
- training_args.bin +3 -0
- vocab.json +0 -0
.DS_Store
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Binary file (6.15 kB). View file
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README.md
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---
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license: apache-2.0
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tags:
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- generated_from_trainer
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metrics:
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- rouge
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model-index:
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- name: BART_reddit_other
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# BART_reddit_other
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This model is a fine-tuned version of [sshleifer/distilbart-xsum-6-6](https://huggingface.co/sshleifer/distilbart-xsum-6-6) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.5792
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- Rouge1: 18.5705
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- Rouge2: 5.0107
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- Rougel: 15.2581
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- Rougelsum: 16.082
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- Gen Len: 19.402
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 3
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:-------:|:---------:|:-------:|
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| 3.7887 | 1.0 | 1875 | 3.6044 | 18.4668 | 5.182 | 15.359 | 16.169 | 19.341 |
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| 3.3816 | 2.0 | 3750 | 3.5628 | 18.0998 | 4.8937 | 15.0179 | 15.7615 | 17.789 |
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| 3.134 | 3.0 | 5625 | 3.5792 | 18.5705 | 5.0107 | 15.2581 | 16.082 | 19.402 |
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### Framework versions
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- Transformers 4.20.1
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- Pytorch 1.12.0+cu113
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- Datasets 2.3.2
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- Tokenizers 0.12.1
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tokenizer.json
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tokenizer_config.json
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vocab.json
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