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Feature/sampling#5

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RobbenRibery wants to merge 17 commits intocactus-compute:mainfrom
RobbenRibery:feature/sampling
Open

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

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RobbenRibery and others added 17 commits February 21, 2026 11:54
…n local results directly. Add new pure_local.txt file with benchmark results for on-device performance.
…g FunctionGemma, enabling concurrent processing of sub-queries. Add test_decomp.py for testing the decomposition functionality and create query_decompose.txt for benchmark results.
Implement hybrid query decomposition in generate_hybrid function usin…
…e_cactus function to specify nucleus sampling. Add new query_decompose_nuclues.txt file for benchmark results of various queries.
…ngs and F1 scores for various queries, reflecting performance improvements across multiple test cases.
…onality. Add new query_decompose_regex.py for splitting compound queries and save SVM parameters to svm_gate.json. Update main.py to integrate new features and improve intent extraction logic.
…enhance query decomposition with regex. Update main.py to integrate new decomposition logic and modify SVM loading function. Add svm_gate.pkl to .gitignore.
…tion and SVM gate functionality. Change model to "gemini-2.5-flash-lite" for content generation, enhance regex patterns for action detection, and implement a fallback mechanism for local predictions. Add new training data structure in train_hybrid_svm.py to refine SVM performance.
…Introduce asynchronous handling of sub-queries, refine destination selection based on historical performance, and update content generation configuration for optimized response times. Modify regex patterns for better action detection and ensure robust fallback mechanisms for local predictions.
…n.py to replace asynchronous sub-query handling with threading for improved compatibility. Introduce structured routing payload and intelligent destination policy to optimize query decomposition and execution. Add submission_summary.md to document the changes and objectives of the optimization effort.
…ntly and modify submit.sh to change team name for submission.
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