ARC-AGI-2 example + Event-based early stopping#375
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codelion merged 1 commit intoalgorithmicsuperintelligence:mainfrom Jan 28, 2026
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…t-based" early stopping functionality
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Add comprehensive tests for recently merged PRs: - test_llm_config_optional_params.py: Tests for optional temperature/top_p parameters (PR #385 - Anthropic model compatibility) - test_snapshot_artifacts_limit.py: Tests for configurable max_snapshot_artifacts (PR #386) - test_visualization_sanitization.py: Tests for -inf/+inf/NaN sanitization in visualization (PR #384) - test_early_stopping_config.py: Tests for event-based early stopping configuration (PR #375) - test_changes_description.py: Tests for large codebase support via changes description (PR #376) Total tests increased from 264 to 326. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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* Make max snapshot artifacts limit configurable Add `database.max_snapshot_artifacts` config option to control how many program artifacts are included in worker process snapshots. Default remains 100 for backward compatibility. - Set to a higher number to include more artifacts in prompts - Set to `null` (None) for unlimited artifacts (use with caution for large populations as this can significantly increase memory usage) Note: This limit only affects artifacts passed to worker processes, not the total artifacts stored. All program code is always available regardless of this setting. Closes #383 Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Add tests for recent features Add comprehensive tests for recently merged PRs: - test_llm_config_optional_params.py: Tests for optional temperature/top_p parameters (PR #385 - Anthropic model compatibility) - test_snapshot_artifacts_limit.py: Tests for configurable max_snapshot_artifacts (PR #386) - test_visualization_sanitization.py: Tests for -inf/+inf/NaN sanitization in visualization (PR #384) - test_early_stopping_config.py: Tests for event-based early stopping configuration (PR #375) - test_changes_description.py: Tests for large codebase support via changes description (PR #376) Total tests increased from 264 to 326. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Add integration tests for example validation Add comprehensive integration tests that verify: - Example config files load correctly - Initial programs have EVOLVE-BLOCK markers - Evaluators exist and have required functions - Evaluators can run on initial programs - Cascade evaluation functions are detected - Database stores and retrieves programs correctly - Program evolution tracking works Tests cover function_minimization, circle_packing, and signal_processing examples, plus general structure validation for all examples. Total tests: 346 (was 326) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
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I added an example setup to run ARC-AGI-2 tasks individually using open evolve. The relevant code files including
initial_program.py,evaluator.py, etc. can be found inexamples/arc_benchmark, along with the relevant details in theREADME.mdfile. To stop this evolution process early, I needed to add an "event-based" early stopping feature, ie- stop the evolution process early if the task is solved (stop early whencombined_scorereaches1.0). I kept the early stopping parameters the same within the config file. settingearly_stopping_patience<0will trigger event-based early stopping. In this setting whencurrent_score == convergence_threshold, early stopping will be triggered. I have kept most of the code for the original early stopping method untouched to ensure backward compatibility.