Ornith 1.0 397B ornith-1.0-397b

deepreinforce-ai · ornith flagship

unranked — no quality signals yet

params
397B
arch
moe
license
mit open weights
released
Jun 2026

# architecture

attn shared GQA 32q/2kv router top-10 of 512 expert ×512 expert out ×60 layers 397B pool
layers
60
d_model
4096
heads
32q / 2kv
head dim
256
experts
top-10 of 512
vocab
248320
family
qwen3_5_moe_text

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.

# trend

collecting history — trends appear after a few daily runs.

# where to run

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

source aliases
aa
ornith-1.0-397b
openrouter
deepreinforce-ai/ornith-1.0-397b