K2 Horizon 0.9B k2-horizon-0.9b

IFM · ifm

unranked — no quality signals yet

params
1.1B
arch
dense
license
apache-2.0 open weights
released
Sep 2026
downloads/30d
11.2k

# architecture

attn shared GQA 32q/8kv feed-forward (dense) every parameter, every token out ×28 layers 1.1B — no routing
layers
28
d_model
1536
heads
32q / 8kv
head dim
64
vocab
64256
family
k2_horizon

signal path of one layer, generated from the registry's structured fields — dimension lines quote the model's real numbers; an MoE trace forks at the router, a dense trace runs straight through. Geometry fields come from the repo's config.json.

# why ranked

Overall: provisional — score — ● low — a single signal; treat with caution

provisional: too few independent signals for a numbered position — the score is shown, but this model sorts after every ranked model.

signalweightinput (0–100)
aa_intelligence 0.70 —
bench_composite 0.30 0.0

benchmark panel evidence:

complete panelscore (0–100)
aime-2025-v10.0
aime-2026-v10.0

missing signals are dropped and the remaining weights renormalized — never imputed.

full methodology

# trend

collecting history — trends appear after a few daily runs.

# benchmarks

benchmarkscoresourcedate
AIME 2025 0.4 / 1 LLM Stats —
AIME 2026 0.5 / 1 LLM Stats —
Bfcl-v4 0.3 / 1 LLM Stats —

# where to run

no known API providers — download the weights from Hugging Face and run them yourself.

source aliases
llmstats
k2-horizon-0.9b