End of training
Browse files- README.md +68 -0
- generation_config.json +6 -0
- model.safetensors +1 -1
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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- generated_from_trainer
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metrics:
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- rouge
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model-index:
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- name: my_awesome_billsum_model
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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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# my_awesome_billsum_model
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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: 2.3056
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- Rouge1: 0.1977
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- Rouge2: 0.0989
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- Rougel: 0.171
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- Rougelsum: 0.1712
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- Gen Len: 19.0
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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: 2e-05
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- train_batch_size: 2
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- eval_batch_size: 2
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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: 4
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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| No log | 1.0 | 495 | 2.4452 | 0.1804 | 0.0829 | 0.1538 | 0.1538 | 19.0 |
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| 2.9368 | 2.0 | 990 | 2.3497 | 0.1982 | 0.0983 | 0.171 | 0.171 | 19.0 |
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| 2.5685 | 3.0 | 1485 | 2.3170 | 0.1988 | 0.0998 | 0.1711 | 0.1715 | 19.0 |
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| 2.4993 | 4.0 | 1980 | 2.3056 | 0.1977 | 0.0989 | 0.171 | 0.1712 | 19.0 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.0.1+cu117
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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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version https://git-lfs.github.com/spec/v1
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-
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size 242041896
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version https://git-lfs.github.com/spec/v1
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size 242041896
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