Training complete with full dataset
Browse files
README.md
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---
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license: apache-2.0
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base_model: google-t5/t5-base
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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-base-question-answer-summarization
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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-base-question-answer-summarization
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This model is a fine-tuned version of [google-t5/t5-base](https://huggingface.co/google-t5/t5-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1424
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- Rouge1: 85.4974
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- Rouge2: 77.0571
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- Rougel: 82.4125
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- Rougelsum: 82.4757
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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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| 0.3381 | 1.0 | 526 | 0.1310 | 85.4136 | 77.2307 | 82.5493 | 82.5887 |
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| 0.1221 | 2.0 | 1052 | 0.1291 | 85.5109 | 77.3495 | 82.5035 | 82.5448 |
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| 0.1008 | 3.0 | 1578 | 0.1293 | 85.7918 | 77.3841 | 82.5218 | 82.5855 |
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| 0.0861 | 4.0 | 2104 | 0.1312 | 85.8164 | 77.5711 | 82.5025 | 82.5955 |
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| 0.075 | 5.0 | 2630 | 0.1358 | 85.769 | 77.3766 | 82.6532 | 82.691 |
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| 0.069 | 6.0 | 3156 | 0.1361 | 85.417 | 76.9087 | 82.397 | 82.4857 |
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| 0.0625 | 7.0 | 3682 | 0.1404 | 85.5539 | 77.0784 | 82.4147 | 82.445 |
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| 0.0595 | 8.0 | 4208 | 0.1424 | 85.4974 | 77.0571 | 82.4125 | 82.4757 |
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### Framework versions
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- Transformers 4.40.0
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- Pytorch 2.2.1+cu121
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- Datasets 2.19.0
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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": "4.40.0"
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}
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model.safetensors
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runs/Apr30_13-08-45_f6379e32b832/events.out.tfevents.1714482601.f6379e32b832.2963.0
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size 11562
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tokenizer.json
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