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Colin Greenstreet edited this page Dec 6, 2024 · 18 revisions

Welcome to the marinelives-ai-and-history-collaboratory wiki!

The goals of the collaboratory are to

Build useful research tools for real historical research use cases which can be put into immediate effect

Develop and document shared knowledge of large language models applied to historical research use cases

Build a community of students and public historians interested in large language model applications to historical research

Over the next three weeks we will be adding content to our Introduction to Machine Learning for Historians. You can see the Table of Contents and a General Bibliography in the accompanying wiki pages.

Bibliography

Collaboratory members

Curriculum

Historical Research Use Cases

Introduction to Machine Learning for Historians

Topic of our first Collaboratory session: Prompt Engineering

Prompt engineering - learnings from first collaboratory session]

Topic of our second Collaboratory session: APIs and Batch Processing

APIs and batch processing ‐ learnings from second collaboratory session

Topic of our thrid Collaboratory session: fine-tuning large langage models for historical research

Contact Colin Greenstreet for access to our Colab session three notebook on fine-tuning which supports this session

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