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End of training

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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: google/flan-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: coedit-small
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+ results: []
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+ ---
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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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+
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+ # coedit-small
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+
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+ This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.8242
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+ - Rouge1: 58.7504
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+ - Rouge2: 45.1374
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+ - Rougel: 55.4161
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+ - Rougelsum: 55.4599
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+ - Gen Len: 16.5245
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 1e-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: 5
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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+ |:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
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+ | 0.9482 | 1.0 | 4317 | 0.8878 | 58.4501 | 44.2623 | 54.4468 | 54.51 | 16.5088 |
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+ | 0.9155 | 2.0 | 8634 | 0.8485 | 58.6609 | 44.7759 | 54.9844 | 55.0503 | 16.5339 |
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+ | 0.8964 | 3.0 | 12951 | 0.8402 | 58.712 | 44.9838 | 55.2171 | 55.2697 | 16.5251 |
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+ | 0.9049 | 4.0 | 17268 | 0.8305 | 58.7767 | 45.1325 | 55.3955 | 55.4522 | 16.5181 |
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+ | 0.8948 | 5.0 | 21585 | 0.8242 | 58.7504 | 45.1374 | 55.4161 | 55.4599 | 16.5245 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.35.2
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+ - Pytorch 2.1.0+cu118
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+ - Datasets 2.14.7
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+ - Tokenizers 0.15.0
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