Training complete
Browse files
README.md
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---
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license: apache-2.0
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base_model: t5-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: t5-small-finetuned-cnn-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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# t5-small-finetuned-cnn-news
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This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.8421
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- Rouge1: 24.4309
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- Rouge2: 12.1268
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- Rougel: 20.3697
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- Rougelsum: 23.18
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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: 0.00056
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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: 5
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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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| 2.0267 | 1.0 | 718 | 1.8134 | 24.5086 | 12.0372 | 20.3241 | 23.2338 |
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| 1.8289 | 2.0 | 1436 | 1.8150 | 24.4861 | 12.1833 | 20.5262 | 23.3358 |
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| 1.6833 | 3.0 | 2154 | 1.8148 | 23.9202 | 11.7941 | 19.9514 | 22.7185 |
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| 1.576 | 4.0 | 2872 | 1.8271 | 24.2367 | 11.8778 | 20.1292 | 23.0104 |
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| 1.4965 | 5.0 | 3590 | 1.8421 | 24.4309 | 12.1268 | 20.3697 | 23.18 |
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### Framework versions
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- Transformers 4.42.4
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- Pytorch 2.3.1+cu121
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- Datasets 2.20.0
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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": "4.42.4"
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}
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runs/Jul24_07-54-54_479fe7a920df/events.out.tfevents.1721807717.479fe7a920df.237.1
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runs/Jul24_07-54-54_479fe7a920df/events.out.tfevents.1721810464.479fe7a920df.237.2
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