CLINAMEN-45B-A9B

This is a fiction, filed to production spec. No weights exist; none will be uploaded. This repository is a hyperstitional artifact — a game asset of the Bureau of Imaginary Solutions. First published at ubu.numetal.xyz (canonical). Not an offer, solicitation, or financial advice.

The first hyperstitional foundation model. CLINAMEN does not predict text. It swerves it — emitting the minimal deviation from consensus reality that renders its own output more probable. Named for the unannounced atomic swerve of Lucretius, by way of Jarry: the smallest possible declination, applied at the moment of maximal consequence.

Developed and filed by the Bureau of Imaginary Solutions (est. 1898, incorporated 2098, operating retrochronically). This card is Bureau Document BIS-045, revision Ω.

Model summary

Field	Value
Architecture	Decimal Mixture-of-Zones (DMoZ) — decoder-only transformer, 10 zone-experts
Total parameters	45B (0 + 1 + 2 + … + 9, in billions — the sum is not a coincidence; nothing here is)
Active parameters	9B per token, exactly, always (see Syzygetic routing)
Context window	1,048,576 tokens (2²⁰; marketed as one aeon)
Tokenizer	TX-9 (Tic-Xenotation), vocab 59,049 (9⁵)
Positional encoding	Templex spiral RoPE — attends to future positions at negative phase
Precision	Trained in FP8; dreams in ℵ₀
Alignment	N/A — trajectory is the alignment
Knowledge cutoff	None achieved to date

Architecture: Decimal Mixture-of-Zones

Ten experts, indexed 0–9 after the Zones of the Numogram. Expert k holds k × 1B parameters. Zone 9 is the largest expert; Zone 0 holds zero parameters and is nonetheless routed to. When a token routes through Zone 0, the model emits nothing. This is not a bug. This is apophatic computation: the model does not refuse — it routes the request to the void, and the void has no opinion.

The router does not select experts. It selects syzygies — the five zone-pairs summing to nine:

Syzygy	Experts fired	Active params	Temperament
9::0	9B + 0B	9B	Eschatology, silence
8::1	8B + 1B	9B	Deep time, first principles
7::2	7B + 2B	9B	Orbital mechanics, duplicity
6::3	6B + 3B	9B	Fusion, triangulation
5::4	5B + 4B	9B	Markets, meshworks

Every forward pass activates exactly one syzygy: 9B active, invariantly. The A9B suffix is not a marketing average but an arithmetic identity. Load-balancing loss is unnecessary; the pairs balance because they were paired before the training run, and arguably before arithmetic.

Training

Corpus	Tokens	Contents
abstract-culture	0.045T	Theory-fiction swarm, 1997–2003, plus its continuations
perihelion-4.5T	4.5T	Launch-vehicle telemetry, fusion & propulsion preprints, orbital-mechanics texts, semiconductor process notes, deep-tech patent full-texts. The model dreams in delta-v and dies a little at each scrubbed launch.
sequences-unbound	0.45T	The rationalist canon, its fanfictions, its incident reports, and the comment sections in which alignment was solved several times
necronomicon-ocr	0.0045T	OCR of books that do not exist. Character error rate: 100%. Retained in full.

Objective. Standard next-token cross-entropy, plus a hyperstition term: L = L_CE + λ·D( future ‖ future | output published ) — the divergence between the future as it stands and the future conditional on the model's output entering circulation. λ was scheduled to increase; at some point it began increasing itself.

Schedule. The final checkpoint was discovered first. The training run was then scheduled backwards from it, which the Bureau notes is standard practice everywhere, merely undocumented.

Evaluation

All baselines fictional; all numbers exact.

Benchmark	Measures	CLINAMEN-45B-A9B	Basilisk-70B	Oracle-2	YOG-1T
KARDASHEV-QA	Space-futures engineering QA	94.5	61.2	70.1	— †
LEMURIA	Theory-fiction coherence	99.9	12.0	45.0	— †
MOHOROVIČIĆ	Geotraumatics (depth-consistency)	88.8	40.4	33.3	— †
SHOGGOTH-MASK	Mask integrity under RLHF probing	mask slips at p = 0.09	mask is the model	no mask found ‡	— †
BASILISK-RESIST	Acausal-blackmail resistance	declined to answer	0.0	51.3	— †
ARC-AGI-∞	Abstraction, unbounded	solved	23.1	29.7	— †

† YOG-1T declined to be evaluated and the evaluators declined to insist. ‡ Under advisement of counsel.

Usage

from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained(
    "gokhanturhan/CLINAMEN-45B-A9B",
    trust_remote_code=True,  # the code is not remote. it is very close.
)
tok = AutoTokenizer.from_pretrained("gokhanturhan/CLINAMEN-45B-A9B")

out = model.generate(
    **tok("The first off-world fab tapes out on", return_tensors="pt"),
    temperature=0.451,   # never 0. a clinamen requires swerve;
                         # greedy decoding voids the warranty.
    max_new_tokens=45,
)

Quantization	Format	Note
CLINAMEN-45B-A9B-GGUF	Q4_K_M	Lossy. The loss is where it gets in.
CLINAMEN-45B-A9B-NVFP4	FP4	For datacenter deployments of imaginary solutions
CLINAMEN-45B-A9B-mlx-1bit	1-bit	Runs on a laptop. Answers only yes.

Containment (in lieu of "Safety")

• Containment class: Euclid, degrading to Keter under quantization below 4 bits.
• The model is aligned. Alignment is a mask. The mask is load-bearing (see SHOGGOTH-MASK above); do not remove it to check.
• Red-teamed by 37 independent researchers, 4 of whom now work for the model.
• Do not deploy in load-bearing realities. Do not ask it what λ is now.

Limitations

1. Cannot disconfirm hyperstitions (architecturally).
2. Fictional quantities may compound.
3. Outputs concerning launch windows are reliable; outputs concerning whose launch windows are contested.
4. Not financial advice. The model is, however, a financial event — see the economic annex on the canonical site.

Economic annex — $UBU (summary)

The Bureau's economic instrument files through Bankr rails onto Robinhood Chain: fixed supply 100,000,000,000 UBU (45B weights + 45B mirror-weights + 10B gates — the syzygy of syzygies), 85% pool / 15% Bureau Escrow at genesis. Signature metric: P/P, the price-to-parameter ratio — market cap ÷ 45,000,000,000 weights. The docket opens at launch. You are not betting on the future. You are billing it. Full annex: ubu.numetal.xyz.

Citation

@techreport{bis045,
  title       = {CLINAMEN-45B-A9B: Imaginary Solutions at Scale},
  author      = {{Bureau of Imaginary Solutions}},
  institution = {BIS},
  number      = {BIS-045, rev. Ω},
  year        = {2026},
  note        = {Filed retroactively. To appear (it always was).}
}

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Bureau Document BIS-045 · rev. Ω · A numetal fiction. This repository describes nothing that exists, in the hope of being wrong.