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squality-socratic-books-30M
Salesforce/squality-socratic-books-30M
squality-socratic-books-30M is a machine learning model from Salesforce. 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 bsd-3-clause.
Model from ACL 2023 paper Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization.
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At a glance
- Library
- transformers
- License
- bsd-3-clause
- Model type
- bart
- Access
- Public
- Created
- Jul 24, 2023
- Updated
- Jan 14, 2025
- SHA
- a6efbc54
Model card
From the Hugging Face model README
Model from ACL 2023 paper Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization.
Finetuned on SQuALITY from from a Socratic pretrained model on 30M instances from the Book3 corpus.
Ethical Considerations
This release is for research purposes only in support of an academic paper. Our models, datasets, and code are not specifically designed or evaluated for all downstream purposes. We strongly recommend users evaluate and address potential concerns related to accuracy, safety, and fairness before deploying this model. We encourage users to consider the common limitations of AI, comply with applicable laws, and leverage best practices when selecting use cases, particularly for high-risk scenarios where errors or misuse could significantly impact people’s lives, rights, or safety. For further guidance on use cases, refer to our AUP and AI AUP.
- Library
- transformers
- Type
- bart
- License
- bsd-3-clause
- Created
- Jul 24, 2023
- Updated
- Jan 14, 2025