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ja-t5-base-summary
Zolyer/ja-t5-base-summary
ja-t5-base-summary is a machine learning model from Zolyer. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as cc-by-sa-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- cc-by-sa-4.0
- Model type
- t5
- Access
- Public
- Created
- Apr 7, 2023
- Updated
- Apr 7, 2023
- SHA
- 839ff184
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
ja-t5-base-summary
This model is a fine-tuned version of sonoisa/t5-base-japanese on an news&summary dataset. It achieves the following results on the evaluation set:
- Loss: 1.8166
- Rouge1: 22.9414
- Rouge2: 6.7422
- Rougel: 22.3874
- Rougelsum: 22.3773
- Gen Len: 57.5169
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 6
- eval_batch_size: 6
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10.0
Training results
Framework versions
- Transformers 4.28.0.dev0
- Pytorch 1.13.1+cu117
- Datasets 2.11.0
- Tokenizers 0.12.1
- Library
- transformers
- Type
- t5
- License
- cc-by-sa-4.0
- Created
- Apr 7, 2023
- Updated
- Apr 7, 2023