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Clini-dialog-sum-T5
dafraile/Clini-dialog-sum-T5
Clini-dialog-sum-T5 is a machine learning model from dafraile. 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 mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- mit
- Model type
- t5
- Access
- Public
- Created
- Jul 13, 2022
- Updated
- Jul 19, 2022
- SHA
- d96a0bcf
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. -->
tst-summarization
This model is a fine-tuned version of henryu-lin/t5-large-samsum-deepspeed on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.3922
- Rouge1: 54.905
- Rouge2: 26.6374
- Rougel: 40.4619
- Rougelsum: 52.3653
- Gen Len: 104.7241
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: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
Framework versions
- Transformers 4.18.0.dev0
- Pytorch 1.10.0
- Datasets 1.18.4
- Tokenizers 0.11.6
- Library
- transformers
- Type
- t5
- License
- mit
- Created
- Jul 13, 2022
- Updated
- Jul 19, 2022