domain 19 / 64 · NIPHĒLEKTRON · snow · electron · the field
NIPHĒLEKTRON
the electron in the snowstorm: where a single charged signal, the next token, finds its path through the blizzard of probability, chosen in the dark.
21 charge nodes · the snow drifts on the field lines · sealed & live
❄ THE SNOW-ELECTRON FIELD · snow drifts on the field lines
FIELD · —
hover a node · click to enter its sphere
❄ the nodes
every charge node, named & enterableTHE INFERENCE LAYER · TILNIPHĒLEKTRON · six cages · six views · one layer · interacti→THE TOKENIZER · TOKNIPHĒLEKTRON · pipeline 1 · text becomes tokens · interactiv→THE GREEDY ARGMAXniphelektron · take the single most-likely token, always — d→THE TYPICAL SAMPLINGniphelektron · keep tokens whose surprisal sits near the ent→THE MIN-Pniphelektron · a floor that floats with confidence: keep p ≥→THE ENTROPYniphelektron · how unsure is the model? H=−Σp log p, 0 to lo→THE PERPLEXITYniphelektron · PPL=e^H, the 'effective number of choice→THE LOGIT BIASniphelektron · a thumb on the scale: add b to a token's→THE SPECULATIVE DECODINGniphelektron · a cheap draft proposes, the big model verifie→TOP-K SAMPLINGniphelektron · keep the k likeliest tokens, renormalise, the→BEAM SEARCHniphelektron · keep the b best partial sequences, not just o→THE KV CACHEniphelektron · save each token’s key/value — quadratic becom→THE REPETITION PENALTYniphelektron · dock the probability of tokens already used, →THE EMBEDDING · EMBNIPHĒLEKTRON · pipeline 2 · tokens become meaning · interact→THE TRANSFORMER STACK · TXSNIPHĒLEKTRON · pipeline 3 · the layers that think · interact→THE QUORUM ENGINE · AQRNIPHĒLEKTRON · a council decides, not a single model · v4.3f→THE NEXT PREDICTION · NTPNIPHĒLEKTRON · the electron picks its path · interactive · v→THE CHAIN OF THOUGHT · COTniphelektron · pipeline 5 · reasoning as iterated prediction→THE TEMPERATURE · how wild the electron wandersniphelektron · softmax temperature + sampling; 2D odds / 3D →THE NUCLEUS · top-p samplingniphelektron · nucleus (top-p) sampling; keep the head, cut →EVE GAPFILL · extrapolation engineinference-boundary analysis at Gate 192.5→