Prism Coder 32B — Tool Routing Model Fine tuned Qwen3 32B for routing user requests to the correct Prism Memory tool. 17 tools + NO TOOL abstention across 9 evaluation categories. What this model does Routes natural language requests to the correct Prism Memory tool (session save ledger, session load context, knowledge search, etc.). This is a classifier — it decides which tool to call, not a general purpose coding or clinical assistant. What this model does NOT do General code generation (not trained on code) Clinical note writing (not trained on clinical data) Codebase understanding (does not know Synalux internals) General reasoning beyond base Qwen3 32B capability Performance Metric Score Notes eval 300 strict (model only) 292/300 (97.3%) Model's raw accuracy eval 300 strict (with post processing) 300/300 (100%) 8 cases fixed by validate tool call regex layer 3 seed validation 300/300 x 3 With post processing avg latency 1.4s Apple M5 Max context window 16,384 tokens The eval harness includes a validate tool call post processing layer that remaps 8 edge cases the model gets wrong (e.g., "repair links" → backfill links, "log a milestone" → save experience). Without this layer, r…
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