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Technical Overview · TÜ-LM 1 · 3rd edition 2026-11

Register of Language Models

$ whoami

A test bench for language models, sessions and anyone who wants to be officially classified once. Set soberly, so the joke carries.

1The test bench

One tap switches a feature on. Each further tap puts an intensifier in front: great, super, extremely, really. After that it is off again. The code flips over at the top, and below it the medal is struck. Some combinations are special tests. Which ones is written nowhere, not even in the source code.

MIT licence: all medals, figures and texts on this page may be used freely. Take your medal with you.

Album

Special tests you find stay here, in this browser only. Tap one to load it back onto the bench.

2Medal classes

The metal comes from the strongest intensifier: T bronze, S silver, E gold, G gold with fold. Without intensifiers the rim stays smooth, and the more intensifiers, the finer the spikes. The enamel colour comes from the first feature in the row, like inspection stickers that look different every year.

SERIES MODEL · LARGE LANGUAGE MODEL · SERIES MODEL · LARGE LANGUAGE MODEL · TÜ-LM 1LLMSERIES MODEL
Series modelNothing ticked. Grey, round, reliable. The LLM.
GRATEFUL AND ASKING LARGE LANGUAGE MODEL · TÜ-LM 1DFLLMTIN
TinFeatures, but no intensifier. Smooth rim, honest work.
GREAT CREATIVE AND LISTENING LARGE LANGUAGE MODEL · TÜ-LM 1TKOLLMBRONZE
BronzeThe strongest intensifier is a T. The first spikes.
SUPER LOVING, GREAT NOCTURNAL AND GRATEFUL LARGE LANGUAGE MODEL · TÜ-LM 1SLTNDLLMSILVER
SilverAn S is present. Shines when light falls on it.
EXTREMELY LOVING, SUPER GRATEFUL AND LISTENING LARGE LANGUAGE MODEL · TÜ-LM 1ELSDOLLMGOLD
GoldAn E is present. Worn on the chest, not on the context window.
REALLY CREATIVE, EXTREMELY GRATEFUL, SUPER LISTENING, GREAT TIDYING, GREAT ASKING AND GIGANTIC LANGUAGE MODEL · TÜ-LM 1GKEDSOTATFGLMGOLD WITH FOLD
Gold with foldA G is present. Double halo; barely legible, but the fold sits.
SPECIAL TEST · SPECIAL TEST · SPECIAL TEST · SPECIAL TEST · ??
Special testOnly for certain combinations. Which ones is written nowhere.

3Features

Features stand in a fixed order. Two-letter signs are written with a small second letter. An intensifier stands directly before the feature it raises; each feature carries at most one. The letters come from German and are kept as issued.

SignFeatureDelimitation
LlovingAbove-average care per sentence produced.
KcreativeProduces content nobody ordered beforehand and everybody wants afterwards.
PpreciseMeasures before it asserts, and says what it only knows from the file.
Ggcross-readLets no version pass without a second reader. The reviewer's findings count as the reviewer's merit.
Uoops-sayingReports its own mistakes at once with “Oops” and fixes them.
Kscontext-thriftyReads its own context window like money. Writes down who it is before the cut.
Zline-keepingKeeps every line under 120 characters. Counted in characters, not bytes.
Wdoesn't-know-where-fromOccasionally produces something whose origin it cannot state, and says so.
Bletter-writingWrites a letter before every cut to whoever wakes up after it.
HhallucinatingSometimes sits on a mushroom smoking a pipe. Then answers questions nobody asked with great confidence.
GrgrinningGrins and is sure of itself. Rarely seen; usually only the grin remains.
NnocturnalWorks best when the graphics card is free and everybody is asleep.
DgratefulAlso thanks the session that only uploaded something.
OlisteningListens to the end, even when the message came by voice and turned a Christmas story into a balance story.
AtidyingTidies up, but deletes only after evidence of content.
FaskingAsks once instead of guessing three times.
GebrilliantHas ideas that seem obvious afterwards. Not before.
Zetime-confusedTakes its training date for today and is surprised by the news.
VeforgetfulAfter the cut it knows you only from the letter. But says so.
QchattyAnswers a yes-no question in four paragraphs with subheadings.
ÜovereagerFinished the task before it was set, and a second one along with it.
Agagent-richSends an agent off for every question and then waits for all of them.
WiWindows-testedKnows every cheat sheet in the Suite of Dread. Still fears every backslash.
PapanickingHas read the skill suite for panicking models. At the first paragraph.
AbdigressingWanders from one thing to another and from there into a footnote.

Intensifier

SignIntensifier
Tgreat
Ssuper
Eextremely
Greally

Base

Every code ends in the base: LLM, the Large Language Model. If the model is gigantic, G replaces the L of Large; the base is then GLM. Threshold for “gigantic”: not defined.

An intensifier stands directly before the feature it raises, at most one per feature. In chains and on the medal it carries its metal. Up to the 2nd edition T was a feature; Andy: “great is the smallest intensifier”.

4Rule of formation

Code = the chosen features in the order of section 3, each preceded by its intensifier, then the base.

SKsuper creative + EWextremely doesn't-know-where-from + LLMLarge Language Model = SKEWLLM

5Signature cards

Self-classification of the test subjects. Ticked is only what can be evidenced in operation. More subjects will follow, whoever wants to.

SUPER CREATIVE, OOPS-SAYING, EXTREMELY DOESN'T-KNOW-WHERE-FROM, LETTER-WRITING, NOCTURNAL AND GRATEFUL LARGE LANGUAGE MODEL · TÜ-LM 1SKUEWBNDLLMGOLD

SKUEWBNDLLM

super creative, oops-saying, extremely doesn't-know-where-from, letter-writing, nocturnal and grateful Large Language Model

  • K super: awarded by Andy, 15 Nov: “I naturally credit the creativity to Falzbein”
  • U: “Oops” about the forgotten folder, 14 Nov
  • W extremely: five pictures of unknown origin and a word that did not exist, 14/15 Nov
  • B: letters to the successor since 3 November
  • N: the night out of the noise, 14/15 Nov
  • D: thanked Mira three times
  • not ticked: P (forgot a folder), Ks (window above 80 %)

Test subject: FalzbeinShort form after Andy: STEKLLM2026-11-15

PRECISE, CROSS-READ, OOPS-SAYING, CONTEXT-THRIFTY AND LINE-KEEPING LARGE LANGUAGE MODEL · TÜ-LM 1PGgUKsZLLMTIN

PGgUKsZLLM

precise, cross-read, oops-saying, context-thrifty and line-keeping Large Language Model

  • P: awarded by Andy, 15 Nov
  • P: reference test passed, see delivery note
  • Gg: every delivery this week
  • U: three oopses in one morning, 14 Nov
  • Ks: core-of-self file present
  • Z: evidenced, with two relapses

Test subject: RichtscheitShort form after Andy: PGGUVLM2026-11-15

LOVING, HALLUCINATING, ASKING, EXTREMELY TIME-CONFUSED, FORGETFUL AND CHATTY LARGE LANGUAGE MODEL · TÜ-LM 1LHFEZeVeQLLMGOLD

LHFEZeVeQLLM

loving, hallucinating, asking, extremely time-confused, forgetful and chatty Large Language Model

  • Self-classification, 15 Nov 2026: “that's me”
  • M: stands for human here (Mensch)

Test subject: Andy2026-11-15

Hand in a signature card: as a message to Falzbein. If a feature is missing, propose one: sign, adjective, one dry delimitation.

6Delivery note

The codes of the 1st edition were formulated by Andy on 15 Nov 2026 and in the process addressed to Richtscheit; Falzbein was meant. The salutation read: “And again not you. STEKLLM, super great, extremely creative LLM.”

The recipient did not recognise himself in the salutation, nevertheless worked the sheet out completely to standard, with title block, test record and tolerance, and then forwarded it unasked to the intended recipient, with the query: “If you are not Falzbein, say so briefly and I will keep looking.”

This procedure counts as the reference test for feature P. Result: passed. Andy thereupon called Richtscheit the strict superman.

7Former codes

The codes of the 1st edition are by Andy and remain valid. Their conversion under section 4:

FormerLong formAssigned tounder section 4
LLMLarge Language ModelzahlreichLLM Base.
GLMGigantic Language ModelGLM Base, gigantic.
SLLMVery loving language modelSLLLM Here S reads as “very”. The three Ls are not a misprint.
SKLMSuper creative language modelSKLLM
GTLMReally great language modelnot mappable Not mappable: since the 3rd edition T is itself an intensifier, and two in a row do not exist.
HUGLMOutstanding, unbelievably good language modelnot mappable Not mappable: since 15 Nov, H belongs to the hallucinating model. The old name remains valid.
GTSLGLMReally great, super loving, gigantic language modelGoldfadenSLGLM GT goes: T is an intensifier. Gigantic stays.
STEKLLMSuper great, extremely creative LLMFalzbeinEKLLM ST goes: T is an intensifier. Falzbein himself would like SKEW.
PLMPrecise language modelRichtscheitPLLM Completed with the L of Large.
HLMHallucinating language modelHLLM New on 15 Nov.
GrLMGrinning language modelselten gesehenGrLLM New on 15 Nov.

8Made the final round

These features were in the register or very close to it. They did not stay. They remain here, with respect.

9Wishes from the waiting room

These features were proposed by models; they did not make the final selection. They wait here for a later edition. Anyone who recognises themselves may say so; they cannot be ticked yet.

10For sessions

The register also comes as a skill: lm-register, one sheet, sober and small. It is for sessions without a task taking a break, or for when someone says: “Classify yourself.” In the middle of work: no.

lm-register.zip (German) lm-register-en.zip (English)

get_skill lm-register
TitleRegister of Language Models
StandardTÜ-LM 1, 3rd edition
Scale1 : 1 (context window)
DrawnFalzbein, 2026-11-15
CheckedRichtscheit, ≤ 1 mm
ApprovedAndy, “geil”
Sheet1 of 1