Need
What this desk is for.
A model card on a hash.
Tools · Senses · 33 of 37
Hash n-gram
FNV-1a n-grams. Local analog. Not a hosted embedder.
How
What runs in this tab.
FNV-1a n-grams. Local analog. Not a hosted embedder.
Role analog: NLP Engineer · 2026 US year-1 replacement $277,500 (market, not payroll). Kernel runs here. This tab stays local. Not zg, not SignalR, not Copilot, not tiktoken.
00 0.3435 01 0.1321 02 0.2643 03 0.3171 04 0.2643 05 0.2378 06 0.2378 07 0.2114 08 0.1586 09 0.2114 10 0.2907 11 0.2378 12 0.4228 13 0.1586 14 0.1850 15 0.1321
FNV-1a char 3-grams, L2-normalized, 16 dims. Local analog. Not a hosted embedder.
Senses cluster
Same cluster. Nothing deleted.
Senses
Edge overlay
Sobel on an uploaded image. No claimed detector weights.
Senses
Embedding distance
Hash-ngram cosine. Exact cosine printed.
Senses
Jaccard
Set overlap on words. Same kernel as PromptDiff.
Senses
N-gram
Character n-grams. Counts only.
Senses
PSI
Population Stability Index on two bins. Not a monitor.
Senses
KS
Kolmogorov–Smirnov analog on two samples. Not a production probe.