K2 Horizon 375B A23B k2-horizon-375b-a23b

IFM · ifm

#3 overall

params
379.2B
arch
moe
license
apache-2.0 open weights
released
Sep 2026
downloads/30d
15.4k

# architecture

attn shared GQA 48q/8kv router top-8 of 192 +1 shared expert ×192 expert out ×61 layers 379.2B pool
layers
61
d_model
6144
heads
48q / 8kv
head dim
128
experts
top-8 of 192 + 1 shared
vocab
250624
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: #3 — score 29.6 ● high — all signals present

signalweightinput (0–100)
aa_intelligence 0.70 23.1
bench_composite 0.30 44.8

benchmark panel evidence:

complete panelscore (0–100)
browsecomp-v144.8

full methodology

# trend

OGM score · last 59 days
OGM score over 59 days
overall rank (up is better)
Overall rank over 59 days

methodology changed during this history window; score movement across that boundary is not model movement. See methodology v6.

# benchmarks

benchmarkscoresourcedate
AA Intelligence Index 17.8 Artificial Analysis —
Aa-lcr 0.8 / 1 LLM Stats —
Apex-agents 0.2 / 1 LLM Stats —
Automationbench 0.3 / 1 LLM Stats —
Browsecomp 0.7 / 1 LLM Stats —
Gdpval-aa 1441.0 / 3000 LLM Stats —

# where to run

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

source aliases
aa
k2-horizon-375b-a23b