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End of training

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  1. README.md +67 -0
  2. generation_config.json +15 -0
  3. model.safetensors +1 -1
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: sshleifer/distilbart-cnn-6-6
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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: plain-bart-on-presummarized-2-clusters-wcep
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+ results: []
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+ ---
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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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+
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+ # plain-bart-on-presummarized-2-clusters-wcep
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+
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+ This model is a fine-tuned version of [sshleifer/distilbart-cnn-6-6](https://huggingface.co/sshleifer/distilbart-cnn-6-6) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 2.0775
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+ - Rouge1: 36.3774
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+ - Rouge2: 15.2074
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+ - Rougel: 25.7706
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+ - Rougelsum: 29.2593
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+ - Gen Len: 67.6608
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 16
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+ - eval_batch_size: 16
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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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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
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+ | 2.2178 | 1.0 | 510 | 2.0873 | 36.3079 | 15.0162 | 25.5837 | 29.129 | 67.8461 |
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+ | 1.8901 | 2.0 | 1020 | 2.0696 | 36.0914 | 15.0005 | 25.6729 | 29.2956 | 68.3451 |
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+ | 1.7267 | 3.0 | 1530 | 2.0775 | 36.3774 | 15.2074 | 25.7706 | 29.2593 | 67.6608 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.39.3
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+ - Pytorch 2.1.2
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+ - Datasets 2.18.0
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+ - Tokenizers 0.15.2
generation_config.json ADDED
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+ "early_stopping": true,
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+ "length_penalty": 2.0,
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+ "min_length": 56,
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+ "no_repeat_ngram_size": 3,
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+ "num_beams": 4,
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+ "pad_token_id": 1,
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+ "transformers_version": "4.39.3"
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+ }
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