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Training complete
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README.md
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---
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license: apache-2.0
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base_model: google/mt5-small
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tags:
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- summarization
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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: news-summary-t5-model-2
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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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# news-summary-t5-model-2
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This model is a fine-tuned version of [google/mt5-small](https://huggingface.co/google/mt5-small) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.5691
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- Rouge1: 29.9122
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- Rouge2: 11.6784
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- Rougel: 26.812
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- Rougelsum: 26.8345
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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: 5.6e-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: 8
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|
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| 8.1234 | 1.0 | 440 | 3.3123 | 18.1585 | 5.9435 | 16.7364 | 16.7646 |
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| 4.2107 | 2.0 | 880 | 2.8404 | 22.9864 | 8.3815 | 20.8354 | 20.9346 |
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| 3.738 | 3.0 | 1320 | 2.7354 | 26.5984 | 10.0823 | 23.912 | 23.9585 |
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| 3.4864 | 4.0 | 1760 | 2.6756 | 27.1487 | 10.1681 | 24.3788 | 24.4672 |
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| 3.3642 | 5.0 | 2200 | 2.6224 | 28.7513 | 11.5416 | 26.2106 | 26.2335 |
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| 3.269 | 6.0 | 2640 | 2.5883 | 29.6461 | 11.8038 | 26.7581 | 26.7764 |
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| 3.212 | 7.0 | 3080 | 2.5677 | 29.8037 | 11.6582 | 26.5532 | 26.5455 |
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| 3.186 | 8.0 | 3520 | 2.5691 | 29.9122 | 11.6784 | 26.812 | 26.8345 |
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### Framework versions
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- Transformers 4.41.2
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- Pytorch 2.3.0+cu121
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- Datasets 2.19.2
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- Tokenizers 0.19.1
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generation_config.json
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{
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.41.2"
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}
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model.safetensors
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runs/Jun10_02-38-38_9cb77b555316/events.out.tfevents.1717987134.9cb77b555316.2037.2
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runs/Jun10_02-38-38_9cb77b555316/events.out.tfevents.1717990893.9cb77b555316.2037.3
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