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sec-t5-base

Text2Text Generation
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t5
Generated from Trainer
text-generation-inference
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Hideki Ishiguro commited on
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End of training

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Files changed (7) hide show
  1. README.md +60 -0
  2. generation_config.json +7 -0
  3. logs/events.out.tfevents.1684045632.b9b2aec7597b.654.0 +2 -2
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  6. tokenizer.json +0 -0
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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: sec-t5-base
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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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+ # sec-t5-base
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+
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+ This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.3461
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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: 5e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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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 |
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+ |:-------------:|:-----:|:----:|:---------------:|
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+ | 5.175 | 1.0 | 177 | 0.4081 |
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+ | 0.4979 | 2.0 | 354 | 0.3698 |
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+ | 0.4581 | 3.0 | 531 | 0.3558 |
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+ | 0.4378 | 4.0 | 708 | 0.3483 |
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+ | 0.4313 | 5.0 | 885 | 0.3461 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.26.0
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+ - Pytorch 2.0.0+cu118
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+ - Datasets 2.12.0
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+ - Tokenizers 0.13.3
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