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End of training
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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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datasets:
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- xsum
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metrics:
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- rouge
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model-index:
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- name: t5-small-finetuned-xsum
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results:
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- task:
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name: Sequence-to-sequence Language Modeling
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type: text2text-generation
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dataset:
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name: xsum
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type: xsum
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config: default
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split: validation
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args: default
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metrics:
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- name: Rouge1
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type: rouge
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value: 29.6441
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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-xsum
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This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the xsum dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.3880
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- Rouge1: 29.6441
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- Rouge2: 8.7669
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- Rougel: 23.5197
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- Rougelsum: 23.5219
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- Gen Len: 18.8262
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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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| 2.6699 | 1.0 | 12753 | 2.4405 | 28.7816 | 8.0799 | 22.7002 | 22.6944 | 18.8276 |
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| 2.609 | 2.0 | 25506 | 2.4003 | 29.4687 | 8.5602 | 23.3411 | 23.3422 | 18.8076 |
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| 2.598 | 3.0 | 38259 | 2.3880 | 29.6441 | 8.7669 | 23.5197 | 23.5219 | 18.8262 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.0+cu118
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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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runs/Dec14_08-45-06_c2b3d535740b/events.out.tfevents.1702543513.c2b3d535740b.266.0
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size 19232
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