feat: add P2.8 ModelCompareAgent for multi-model comparison#4
Merged
Mola-maker merged 1 commit intomainfrom Apr 20, 2026
Merged
feat: add P2.8 ModelCompareAgent for multi-model comparison#4Mola-maker merged 1 commit intomainfrom
Mola-maker merged 1 commit intomainfrom
Conversation
New pipeline stage between P2 and P2.5 that ranks candidate models
(primary + alternatives + optional user-seeded list) along two
dimensions:
- cheap static metrics: equation count, variable count, constraint
count, has_latex, has_solution_method
- LLM-judged scoring across rigor / feasibility / fit / score_pot
Writes results to modeling.comparison_v2 and sets
modeling.selected_model_id without touching modeling.primary_model,
so downstream stages can opt in.
Degrades gracefully:
- 0 candidates -> method='skipped', pipeline continues
- 1 candidate -> method='single', no call_model invocation
- LLM failure -> method='metrics_only', deterministic fallback
ranking by (eq+var+constraint + latex/solve bonuses)
Registered as on_error='skip' so P2.8 can never block the pipeline;
added to --start choices.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
New pipeline stage between P2 and P2.5 that ranks candidate models (primary + alternatives + optional user-seeded list) along two dimensions:
Writes results to modeling.comparison_v2 and sets
modeling.selected_model_id without touching modeling.primary_model, so downstream stages can opt in.
Degrades gracefully:
Registered as on_error='skip' so P2.8 can never block the pipeline; added to --start choices.