G9v3 3B g9v3-3b

ai9stars · ai9stars

unranked — no quality signals yet

params
3B
arch
dense
license
apache-2.0 open weights
released
Jul 2026
downloads/30d
3.2k

# architecture

attn shared GQA 16q/2kv feed-forward (dense) every parameter, every token out ×52 layers 3B — no routing
layers
52
d_model
2048
heads
16q / 2kv
head dim
128
vocab
130560
family
llama

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 36.1 ● 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 36.1
bench_composite 0.30

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

Coding: provisional — score 7.0 ● 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_coding 0.30 7.0
aider_polyglot 0.30
swe_bench_verified 0.40

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

full methodology

# trend

OGM score · last 35 days
OGM score over 35 days

# benchmarks

benchmarkscoresourcedate
AA Coding Index 9.9 Artificial Analysis
AA Intelligence Index 10.1 Artificial Analysis

# where to run

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

source aliases
aa
g9v3-3b