allenai / fm-cheatsheet

Website for hosting the Open Foundation Models Cheat Sheet.
https://fmcheatsheet.org
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Intro Text for Data Exploration Page #17

Closed danmcduff closed 3 days ago

danmcduff commented 1 month ago

Replace subheading

Data Search, Analysis, & Exploration

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Data Exploration

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Exploring training datasets with search and analysis tools helps practitioners develop a nuanced intuition for what's in the data, and therefore their model. Many aspects of data are difficult to summarize or document without hands-on exploration. Text data, for example, can have a distribution of lengths, topics, tones, formats, licenses, and even diction.

With

Exploring training datasets with search and analysis tools helps practitioners develop a nuanced intuition for what is in the data, and therefore their model. Data can be difficult to understand, summarize or document without hands-on exploration.

neural-loop commented 1 month ago

Updated at https://onm-demo.aimodels.org/foundation-model-resources/data-search-analysis-exploration/