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  3. facebook/principia-collection

facebook

principia-collection

Large-scale STEM reasoning dataset from Meta covering mathematics, physics, chemistry, and biology problems for training and evaluating scientific reasoning in language models.

Original source
Rows
554,399
On disk
336 MB
Downloads
219

Last 30 days

Updated
Dec 19

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Column statistics

How the columns are distributed

Over 248,743 rows of default/mathematical_object

answer

string_text
min
1
median
134
mean
263.32
max
16,481

answer_type

string_label

Splits

2
  • default/mathematical_object
  • default/numerical

Query support

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  • Column statistics

Provenance

Licence
cc-by-nc-sa-4.0
Likes
45

Fields

MathematicsPhysicsChemistry
  • Set19%
  • Interval17%
  • Equation17%

problem_statement

string_text
min
29
median
1,292
mean
1355.61
max
5,998

topic

string_text
min
35
median
113
mean
116.84
max
295
Scientific Reasoning