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: mt5-small-News
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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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# mt5-small-News
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This model is a fine-tuned version of [google/mt5-small](https://huggingface.co/google/mt5-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.4331
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- Rouge1: 6.6074
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- Rouge2: 0.8
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- Rougel: 6.5487
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- Rougelsum: 6.6233
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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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| 5.7796 | 1.0 | 625 | 2.7282 | 4.0839 | 0.8785 | 4.0421 | 4.0758 |
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| 3.4978 | 2.0 | 1250 | 2.6171 | 6.6481 | 0.9067 | 6.6002 | 6.6437 |
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| 3.2419 | 3.0 | 1875 | 2.5208 | 6.6661 | 0.64 | 6.5897 | 6.6246 |
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| 3.1063 | 4.0 | 2500 | 2.4918 | 7.2246 | 1.0467 | 7.1758 | 7.1947 |
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| 3.0177 | 5.0 | 3125 | 2.4535 | 6.8523 | 1.0 | 6.8009 | 6.8923 |
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| 2.9537 | 6.0 | 3750 | 2.4452 | 6.459 | 0.8667 | 6.4208 | 6.481 |
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| 2.9156 | 7.0 | 4375 | 2.4373 | 6.5019 | 0.8 | 6.4421 | 6.5094 |
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| 2.8914 | 8.0 | 5000 | 2.4331 | 6.6074 | 0.8 | 6.5487 | 6.6233 |
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### Framework versions
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- Transformers 4.37.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.17.1
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- Tokenizers 0.15.2
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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": "4.37.2"
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}
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runs/Feb28_14-35-16_9ab7f4dbd27c/events.out.tfevents.1709130949.9ab7f4dbd27c.3081.0
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size 10030
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runs/Feb28_14-35-16_9ab7f4dbd27c/events.out.tfevents.1709132503.9ab7f4dbd27c.3081.1
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size 562
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