Ling-2.6-flash ling-2.6-flash

inclusionai · ling

unranked — no quality signals yet

params
107.5B
arch
moe
license
mit open weights

# architecture

attn shared MHA ×32 router top-8 of 256 +1 shared expert ×256 expert out ×32 layers 107.5B pool
layers
32
d_model
4096
heads
32q / 32kv
head dim
128
experts
top-8 of 256 + 1 shared
vocab
157184
family
bailing_hybrid

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

OGM score · last 103 days
OGM score over 103 days
overall rank (up is better)
Overall rank over 103 days

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

# where to run

providerquantctx$/M in$/M out$/M cacheprice srctpsuptime✓
Novita 256k $0.10$0.30— via requesty — —

sorted by blended price ((3·input + output) / 4 per 1M) · ✓ = the provider's own catalog confirms the offer · "via …" prices are what the aggregator routing the offer charges, not the provider's own list price

source aliases
openrouter
inclusionai/ling-2.6-flash