Model save
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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- 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 the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.3101
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- Rouge1: 13.2641
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- Rouge2: 4.7733
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- Rougel: 13.0439
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- Rougelsum: 13.1146
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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: 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: 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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| 4.1164 | 1.0 | 565 | 3.5818 | 12.0154 | 3.1674 | 11.9107 | 11.8538 |
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| 3.8955 | 2.0 | 1130 | 3.4628 | 11.1762 | 3.135 | 11.0969 | 11.0566 |
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| 3.6555 | 3.0 | 1695 | 3.3872 | 12.5361 | 4.2116 | 12.4509 | 12.3869 |
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| 3.5088 | 4.0 | 2260 | 3.3396 | 12.6856 | 4.2888 | 12.4772 | 12.4739 |
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| 3.4233 | 5.0 | 2825 | 3.3386 | 12.3451 | 4.269 | 12.1469 | 12.2031 |
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| 3.3535 | 6.0 | 3390 | 3.3160 | 12.7596 | 4.6932 | 12.504 | 12.5963 |
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| 3.3182 | 7.0 | 3955 | 3.3172 | 13.2367 | 5.0141 | 12.9874 | 13.1011 |
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| 3.2891 | 8.0 | 4520 | 3.3101 | 13.2641 | 4.7733 | 13.0439 | 13.1146 |
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### Framework versions
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- Transformers 4.41.1
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- Pytorch 2.2.2+cu121
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- Datasets 2.19.1
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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": "4.41.1"
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}
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runs/May29_09-38-10_702b4924e2ec/events.out.tfevents.1716978563.702b4924e2ec.986.2
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version https://git-lfs.github.com/spec/v1
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oid sha256:48f32e4186cd8fe8ebdb5215467479c176c34f58f6d9928ab8d6f5b2b54601ed
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size 562
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