Definitive Scalability: Hybrid ANN + Hierarchy (Phase 3B)
DoneFilterBayesianNode (BLA + Clustering)
Research Log — experimentation notes and results
Here we record progress, experiments, architectural decisions, hypotheses, learnings, and adjustments. This log is a central part of Xctopus development and helps understand not only what it is, but how it's being created.
7 entries · Last updated 2025-01-XX
Critical Memory Optimization: FP16 + Gradient Checkpointing
DoneFull system (TextPreprocessor, BayesianFilter, KnowledgeNode, Clustering)
FilterBayesianNode: Testing with Arxiv Dataset
WIPFilterBayesianNode
FilterBayesianNode: Cluster Over-Creation Problem
—FilterBayesianNode
FilterBayesianNode: Centroid Calculation Optimization
—FilterBayesianNode
Knowledge Node Math: Fine-tune with VCL
PendingKnowledge Node Math
BNN Global Node: Test with Incremental Dataset
DoneBNN Global Node