sentence_simplification
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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- generated_from_trainer
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metrics:
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- rouge
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model-index:
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- name: text_simpl
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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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# text_simpl
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This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.1585
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- Rouge1: 0.6973
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- Rouge2: 0.582
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- Rougel: 0.6706
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- Rougelsum: 0.6705
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- Gen Len: 18.4735
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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: 16
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- eval_batch_size: 1
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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: 2
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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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| 1.1824 | 1.0 | 625 | 1.1530 | 0.697 | 0.5821 | 0.6703 | 0.6703 | 18.4645 |
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| 1.0757 | 2.0 | 1250 | 1.1585 | 0.6973 | 0.582 | 0.6706 | 0.6705 | 18.4735 |
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### Framework versions
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- Transformers 4.36.0
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- Pytorch 2.1.1+cpu
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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": "4.36.0"
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}
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model.safetensors
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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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runs/Dec14_12-54-25_DESKTOP-ST7M7RG/events.out.tfevents.1702538666.DESKTOP-ST7M7RG.28600.1
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version https://git-lfs.github.com/spec/v1
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size
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version https://git-lfs.github.com/spec/v1
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size 6990
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