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Feature/sampling - #5

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RobbenRibery wants to merge 17 commits into

cactus-compute:mainfrom

RobbenRibery:feature/sampling

Commits on Feb 21, 2026

Update model version in generate_cloud function
RobbenRibery
committed
197f2c7
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
24611e1
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
4ca1908
Merge pull request #1 from RobbenRibery/feature/query_decomp
RobbenRibery
authored
9ac0bfd
61.1% best case
LordJatonyas
committed
652d9be
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
6145eec
SVM decision thresholding
LordJatonyas
committed
9956682
Update main.py
LordJatonyas
committed
ab79630
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
f11f232
Merge pull request #2 from LordJatonyas/John
RobbenRibery
authored
f58a95c
Merge remote-tracking branch 'origin/main' into feature/sampling
RobbenRibery
committed
0f6dd50
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
e9a2cb9
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
b18738b
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
04d89d4
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
5f92bca
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
041d8a9
Update query_decompose_nuclues.txt to format F1 score output consistently and modify submit.sh to change team name for submission.
RobbenRibery
committed
8b1e8f7

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Feature/sampling - #5

Feature/sampling#5
RobbenRibery wants to merge 17 commits into
cactus-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.