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t5-small-booksum-sft-3-3
tarekziade/t5-small-booksum-sft-3-3
t5-small-booksum-sft-3-3 is a machine learning model from tarekziade. 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 apache-2.0.
This is a Shrinked and Fine-tuned version of https://huggingface.co/cnicu/t5-small-booksum
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Jan 29, 2024
- Updated
- Jan 29, 2024
- SHA
- cba6100b
Model card
From the Hugging Face model README
This is a Shrinked and Fine-tuned version of https://huggingface.co/cnicu/t5-small-booksum
See https://ziade.org/2024/01/27/compressing-t5-models-for-summarization/ for the rationale.
Accuracy after shrinking:
rouge-1 Accuracy:
- F1 Accuracy: 95.99%
- Precision Accuracy: 85.37%
- Recall Accuracy: 95.73%
rouge-2 Accuracy:
- F1 Accuracy: 99.54%
- Precision Accuracy: 97.14%
- Recall Accuracy: 99.54%
rouge-l Accuracy:
- F1 Accuracy: 96.76%
- Precision Accuracy: 84.41%
- Recall Accuracy: 96.36%
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Jan 29, 2024
- Updated
- Jan 29, 2024