Training complete
Browse files
README.md
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---
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license: apache-2.0
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base_model: nozagleh/mt5-small-finetuned-icelandic-summary
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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-finetuned-icelandic-summary-finetuned-icelandic-summary
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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-finetuned-icelandic-summary-finetuned-icelandic-summary
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This model is a fine-tuned version of [nozagleh/mt5-small-finetuned-icelandic-summary](https://huggingface.co/nozagleh/mt5-small-finetuned-icelandic-summary) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.0847
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- Rouge1: 24.7758
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- Rouge2: 13.6541
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- Rougel: 22.0304
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- Rougelsum: 22.8727
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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: 6
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- eval_batch_size: 6
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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: 12
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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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| 2.6294 | 1.0 | 2552 | 2.1826 | 23.9594 | 13.1502 | 21.2044 | 22.1031 |
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| 2.5328 | 2.0 | 5104 | 2.1888 | 24.0688 | 13.178 | 21.3606 | 22.1735 |
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| 2.4571 | 3.0 | 7656 | 2.1371 | 24.1003 | 13.3883 | 21.4866 | 22.3277 |
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| 2.4024 | 4.0 | 10208 | 2.1331 | 24.2949 | 13.2282 | 21.5826 | 22.4117 |
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| 2.3513 | 5.0 | 12760 | 2.1198 | 24.1912 | 13.2633 | 21.5876 | 22.3797 |
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| 2.3141 | 6.0 | 15312 | 2.1283 | 24.3672 | 13.2826 | 21.5934 | 22.472 |
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| 2.2853 | 7.0 | 17864 | 2.0878 | 24.5056 | 13.3639 | 21.7807 | 22.6229 |
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| 2.2567 | 8.0 | 20416 | 2.0952 | 24.4647 | 13.428 | 21.7303 | 22.6027 |
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| 2.2373 | 9.0 | 22968 | 2.0908 | 24.5012 | 13.3905 | 21.7448 | 22.6278 |
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| 2.2203 | 10.0 | 25520 | 2.0889 | 24.5345 | 13.4032 | 21.7559 | 22.6362 |
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| 2.2033 | 11.0 | 28072 | 2.0857 | 24.7518 | 13.5923 | 21.9905 | 22.8425 |
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| 2.199 | 12.0 | 30624 | 2.0847 | 24.7758 | 13.6541 | 22.0304 | 22.8727 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.0+cu118
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- Datasets 2.15.0
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- Tokenizers 0.15.0
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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": "4.35.2"
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}
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model.safetensors
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runs/Dec10_11-17-02_ae8739333077/events.out.tfevents.1702207030.ae8739333077.1453.0
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runs/Dec10_11-17-02_ae8739333077/events.out.tfevents.1702219454.ae8739333077.1453.1
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