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summarization-t5
ayuliasw/summarization-t5
summarization-t5 is a summarization model from ayuliasw. Use it when you need a shorter version of a longer text. It is set up for transformers. The card lists the license as apache-2.0.
The Fine-Tuned T5 Base is a variant of the T5 transformer model, designed for the task of text summarization.
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At a glance
- Task
- Summarization
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Dec 21, 2023
- Updated
- Dec 21, 2023
- SHA
- 42749bf2
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Model card
From the Hugging Face model README
Model Card: Fine-Tuned T5 Base for Text Summarization
Model Description
The Fine-Tuned T5 Base is a variant of the T5 transformer model, designed for the task of text summarization.
Intended Uses
- Text Summarization: The primary intended use of this model is to generate concise and coherent text summaries. It is well-suited for applications that involve summarizing lengthy documents, news articles, and textual content.
Training Stats
- Evaluation Loss: 0.07698195427656174
- Evaluation Rouge Score: 0.8044771688726501 (rouge-1), 0.720724349217967 (rouge-2), 0.785232990839545 (rouge-l)
- Task
- Summarization
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Languages
- en
- Created
- Dec 21, 2023
- Updated
- Dec 21, 2023