Pushparaj2811
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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: t5-small-act2pas
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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-act2pas
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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: 0.1036
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- Rouge1: 96.7196
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- Rouge2: 94.1746
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- Rougel: 95.2986
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- Rougelsum: 95.3129
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- Gen Len: 16.5466
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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: 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: 3
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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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| 0.1668 | 1.0 | 8619 | 0.1201 | 96.566 | 93.6856 | 94.9463 | 94.9567 | 16.5427 |
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| 0.1434 | 2.0 | 17238 | 0.1067 | 96.6808 | 94.0862 | 95.2095 | 95.2232 | 16.5474 |
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| 0.129 | 3.0 | 25857 | 0.1036 | 96.7196 | 94.1746 | 95.2986 | 95.3129 | 16.5466 |
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### Framework versions
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- Transformers 4.39.3
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- Pytorch 2.2.1+cu121
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- Tokenizers 0.15.2
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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": "4.39.3"
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}
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model.safetensors
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runs/Apr09_17-00-59_23eb4df8627a/events.out.tfevents.1712682796.23eb4df8627a.424.0
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