Skip to content

feat: add tautobase#658

Open
lwehrhan wants to merge 5 commits into
ddmms:mainfrom
lwehrhan:feat/add-tautobase
Open

feat: add tautobase#658
lwehrhan wants to merge 5 commits into
ddmms:mainfrom
lwehrhan:feat/add-tautobase

Conversation

@lwehrhan

@lwehrhan lwehrhan commented Jul 2, 2026

Copy link
Copy Markdown

Pre-review checklist for PR author

PR author must check the checkboxes below when creating the PR.

Summary

The tautobase is a dataset of 1,391 tautomer pairs of organic small molecules. The geometries were refined at xtb level of theory. QM single point energies (reference for this benchmark) were re-computed by InstaDeep in-house at ωB97M-D3(BJ)/def2-TZVPPD level of theory.

Linked issue

Resolves #641

Progress

  • Calculations
  • Analysis
  • Application
  • Documentation

Testing

New decorators/callbacks

@ElliottKasoar ElliottKasoar added the new benchmark Proposals and suggestions for new benchmarks label Jul 8, 2026
Computational cost
------------------

Low: only single-point energies are evaluated, so tests run quickly even for the

Copy link
Copy Markdown
Collaborator

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

cpu/gpu estimate? can be reasonbly vaguge e.g. minutes on gpu

@joehart2001

joehart2001 commented Jul 9, 2026

Copy link
Copy Markdown
Collaborator

Hey @lwehrhan thanks for the pr! can you attach the data for us to upload please?

  • have a look at the element filtering?

docs: https://ddmms.github.io/ml-peg/developer_guide/filter.html

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

new benchmark Proposals and suggestions for new benchmarks

Projects

None yet

Development

Successfully merging this pull request may close these issues.

feat: new benchmark tautobase reaction energies

4 participants