Training complete
Browse files
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-finetuned-amazon-en-es
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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-amazon-en-es
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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: 2.4213
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- Rouge1: 31.833
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- Rouge2: 11.5704
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- Rougel: 28.3537
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- Rougelsum: 29.7517
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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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| 12.421 | 1.0 | 185 | 4.1761 | 8.5214 | 1.3412 | 8.1063 | 8.2251 |
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| 4.6683 | 2.0 | 370 | 2.8343 | 20.6485 | 7.1917 | 18.6741 | 19.4706 |
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| 3.6666 | 3.0 | 555 | 2.5616 | 20.3673 | 6.1998 | 18.2531 | 19.0305 |
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| 3.3157 | 4.0 | 740 | 2.5002 | 28.4326 | 11.0801 | 25.391 | 26.4882 |
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| 3.1834 | 5.0 | 925 | 2.4586 | 29.0975 | 11.3058 | 26.0004 | 27.5342 |
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| 3.0983 | 6.0 | 1110 | 2.4191 | 31.5865 | 11.3633 | 27.6063 | 29.6726 |
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| 3.0338 | 7.0 | 1295 | 2.4258 | 31.845 | 11.9743 | 28.3534 | 29.8196 |
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| 2.9805 | 8.0 | 1480 | 2.4213 | 31.833 | 11.5704 | 28.3537 | 29.7517 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.16.0
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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/Dec23_00-35-03_3bc8a2773ed0/events.out.tfevents.1703292154.3bc8a2773ed0.7476.0
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size 9943
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