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v0.5.0 OpenBind Model Release

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@jnwei jnwei released this 21 Aug 08:54
· 5 commits to main since this release
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We are excited to present our latest release - OpenBind v0!!

This release comes with a new set of parameters: openbind-2025-06-03-174k (filename of3-ob-2025-06-30-174k.pt)

If you already have an installation of openfold3, please rerun setup_openfold to ensure that your installation has the latest model parameters. Also note that the previously released preview 2 weights are deprecated and will not function correctly with openfold3>=0.5. Instructions on how to use the preview 2 release can be found here.

The key changes in the OpenBind release from the preview 2 release are:

Training schedule changes

  • Moved the pair layer norm in the diffusion transformer out of attention pair bias. The pair layer norm is run once to match the AlphaFold3 SI.
  • Restricted the spatial crop center atom on sampled interfaces to the actual interface region, instead of anywhere within the two chains.
  • Full support for training on AMD chips

Bug fixes

  • MSA profile column index scrambling (as reported in #312)
  • Deletion values scaled by a factor of four during featurization
  • MSA pairing logic not pairing correctly
  • Stale residue offsets causing templates to be dropped without warning
  • MSA truncation not applying the configured depth limit (as reported in #308)

Changes to come in upcoming releases

  • RNA frame definition fix (reported here: #247)

What's Changed

  • automatically load user-default runner.yml from cache directory by @CesarPuentes in #358
  • docs: remove erroneous ccd_file_path from query.json example by @Vincy1230 in #370
  • Fixing online MSA pairing - inference by @jnwei in #373
  • OpenBind model release by @jnwei in #375

New Contributors

Full Changelog: 0.4.5...v0.5.0