Feature/sampling by RobbenRibery · Pull Request #5 · cactus-compute/functiongemma-hackathon

Update model version in generate_cloud function

RobbenRibery

committed

Refactor generate_hybrid function to disable cloud fallback and return local results directly. Add new pure_local.txt file with benchmark results for on-device performance.

RobbenRibery

committed

Implement hybrid query decomposition in generate_hybrid function using FunctionGemma, enabling concurrent processing of sub-queries. Add test_decomp.py for testing the decomposition functionality a…

RobbenRibery

committed

Merge pull request #1 from RobbenRibery/feature/query_decomp

RobbenRibery

authored

61.1% best case

LordJatonyas

committed

Enhance .gitignore to include .vscode and update docstring in generate_cactus function to specify nucleus sampling. Add new query_decompose_nuclues.txt file for benchmark results of various queries.

RobbenRibery

committed

SVM decision thresholding

LordJatonyas

committed

Update main.py

LordJatonyas

committed

Update benchmark results in query_decompose_nuclues.txt with new timings and F1 scores for various queries, reflecting performance improvements across multiple test cases.

RobbenRibery

committed

Merge pull request #2 from LordJatonyas/John

RobbenRibery

authored

Merge remote-tracking branch 'origin/main' into feature/sampling

RobbenRibery

committed

Implement regex-based query decomposition and enhance SVM gate functionality. Add new query_decompose_regex.py for splitting compound queries and save SVM parameters to svm_gate.json. Update main.p…

RobbenRibery

committed

Refactor SVM gate implementation to use pickle for serialization and enhance query decomposition with regex. Update main.py to integrate new decomposition logic and modify SVM loading function. Add…

RobbenRibery

committed

Update main.py and query decomposition logic to improve intent extraction and SVM gate functionality. Change model to "gemini-2.5-flash-lite" for content generation, enhance regex patterns for acti…

RobbenRibery

committed

Enhance main.py with improved query decomposition and routing logic. Introduce asynchronous handling of sub-queries, refine destination selection based on historical performance, and update content…

RobbenRibery

committed

Remove bayes_optimize_hybrid.py as it is no longer needed. Update main.py to replace asynchronous sub-query handling with threading for improved compatibility. Introduce structured routing payload …

RobbenRibery

committed

Update query_decompose_nuclues.txt to format F1 score output consistently and modify submit.sh to change team name for submission.

RobbenRibery

committed

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Feature/sampling#5

Feature/sampling#5
RobbenRibery wants to merge 17 commits intocactus-compute:mainfrom
RobbenRibery:feature/sampling

Commits on Feb 21, 2026

Update model version in generate_cloud function

Refactor generate_hybrid function to disable cloud fallback and return local results directly. Add new pure_local.txt file with benchmark results for on-device performance.

Implement hybrid query decomposition in generate_hybrid function using FunctionGemma, enabling concurrent processing of sub-queries. Add test_decomp.py for testing the decomposition functionality a…

Merge pull request #1 from RobbenRibery/feature/query_decomp

61.1% best case

Enhance .gitignore to include .vscode and update docstring in generate_cactus function to specify nucleus sampling. Add new query_decompose_nuclues.txt file for benchmark results of various queries.

SVM decision thresholding

Update main.py

Update benchmark results in query_decompose_nuclues.txt with new timings and F1 scores for various queries, reflecting performance improvements across multiple test cases.

Merge pull request #2 from LordJatonyas/John

Merge remote-tracking branch 'origin/main' into feature/sampling

Implement regex-based query decomposition and enhance SVM gate functionality. Add new query_decompose_regex.py for splitting compound queries and save SVM parameters to svm_gate.json. Update main.p…

Refactor SVM gate implementation to use pickle for serialization and enhance query decomposition with regex. Update main.py to integrate new decomposition logic and modify SVM loading function. Add…

Update main.py and query decomposition logic to improve intent extraction and SVM gate functionality. Change model to "gemini-2.5-flash-lite" for content generation, enhance regex patterns for acti…

Enhance main.py with improved query decomposition and routing logic. Introduce asynchronous handling of sub-queries, refine destination selection based on historical performance, and update content…

Remove bayes_optimize_hybrid.py as it is no longer needed. Update main.py to replace asynchronous sub-query handling with threading for improved compatibility. Introduce structured routing payload …

Update query_decompose_nuclues.txt to format F1 score output consistently and modify submit.sh to change team name for submission.