Minicpm Sala minicpm-sala

openbmb · minicpm

unranked — no quality signals yet

params
9.5B
arch
dense
license
apache-2.0 open weights

# architecture

attn shared GQA 32q/2kv feed-forward (dense) every parameter, every token out ×32 layers 9.5B — no routing
layers
32
d_model
4096
heads
32q / 2kv
head dim
128
vocab
73448
family
minicpm_sala

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 49.0 ● 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 49.0

benchmark panel evidence:

complete panelscore (0–100)
aime-2025-v149.0

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

full methodology

# trend

OGM score · last 49 days
OGM score over 49 days

# benchmarks

benchmarkscoresourcedate
AIME 2024 0.8 / 1 LLM Stats
AIME 2025 0.8 / 1 LLM Stats
Bbh 0.8 / 1 LLM Stats
Cmmlu 0.8 / 1 LLM Stats

# where to run

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

source aliases
llmstats
minicpm-sala