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Fixes: Turn off prevalidation by default, update README with new files - #54

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Dec 5, 2025
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Fixes: Turn off prevalidation by default, update README with new files#54
Ubiquinone-dot merged 11 commits into
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fix/readmes

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@Ubiquinone-dot Ubiquinone-dot changed the title Fixes: Turn off prevalidation by default Fixes: Turn off prevalidation by default, update README with new files Dec 5, 2025
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Ubiquinone-dot marked this pull request as ready for review December 5, 2025 02:46
Copilot AI review requested due to automatic review settings December 5, 2025 02:46

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Pull request overview

This pull request makes two key changes: turns off prevalidation by default in the RFdiffusion3 inference engine configuration, and updates documentation to reflect new files and improve clarity. The documentation restructuring improves the user experience by providing a clearer quick start section and better organization of input specification details.

  • Changed default prevalidate_inputs from True to False in the inference engine config
  • Restructured input.md documentation with improved quick start, better organization, and additional examples
  • Updated README.md with clarified command examples and new conditioning options diagram

Reviewed changes

Copilot reviewed 3 out of 7 changed files in this pull request and generated 9 comments.

File Description
models/rfd3/docs/input.md Major documentation reorganization: moved quick start earlier, added partial diffusion examples, debugging recommendations, and improved FAQ structure
models/rfd3/configs/inference_engine/rfdiffusion3.yaml Changed prevalidate_inputs default from True to False to disable input validation by default
models/rfd3/README.md Updated example command to include prevalidate_inputs=True flag and added conditioning options diagram

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Comment thread models/rfd3/docs/input.md Outdated
Comment thread models/rfd3/docs/input.md
// ... args for the second (independent) configuration for design.
}
}
```

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Typo: "unecessary" should be spelled "unnecessary"

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Comment thread models/rfd3/docs/input.md Outdated
Comment thread models/rfd3/docs/input.md Outdated
<summary><b>What do the logged bfactors mean?</b></summary>

You gave input but no contig, unindex, or partial_t.
The sequence head from RFD3 logs it's confidence for each token in the output structure, you can run `spectrum b` in `pymol` to see it. It usually doesn't mean anything but can give you some idea if the model has gone vastly distribution if the entropy is high (uncertain assignment of sequence).

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Unclear phrasing: "has gone vastly distribution" should be "has gone vastly off distribution" or "is vastly off distribution"

Suggested change
The sequence head from RFD3 logs it's confidence for each token in the output structure, you can run `spectrum b` in `pymol` to see it. It usually doesn't mean anything but can give you some idea if the model has gone vastly distribution if the entropy is high (uncertain assignment of sequence).
The sequence head from RFD3 logs it's confidence for each token in the output structure, you can run `spectrum b` in `pymol` to see it. It usually doesn't mean anything but can give you some idea if the model is vastly off distribution if the entropy is high (uncertain assignment of sequence).

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Comment thread models/rfd3/docs/input.md
Comment on lines +139 to 142
<details>
<summary><b>Can I guide on secondary structure?</b></summary>
Currently no - in future models we may do so, however, you can use `is_non_loopy: true` to make fewer loops. We find this produces a lot more helices and fewer loops (and less sheets).
</details>

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Incorrect HTML structure: There's a nested <details> tag inside the parent <details> tag without a proper summary. The nested details tag at line 139 should be removed or the structure should be reorganized so each details section is at the same level.

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Comment thread models/rfd3/README.md Outdated
Comment thread models/rfd3/docs/input.md

---
## InputSpecification fields

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Typo: "infernece" should be spelled "inference"

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Comment thread models/rfd3/README.md Outdated
Comment thread models/rfd3/README.md Outdated
Ubiquinone-dot and others added 7 commits December 4, 2025 18:51
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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Ubiquinone-dot merged commit fd24d72 into production Dec 5, 2025
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Ubiquinone-dot deleted the fix/readmes branch December 5, 2025 02:57
LorenzoTarricone pushed a commit to LorenzoTarricone/foundry that referenced this pull request Dec 29, 2025
Fixes: Turn off prevalidation by default, update README with new files
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2 participants