Longcat Flash Lite longcat-flash-lite

meituan-longcat · longcat

#76 overall

params
69.1B
arch
moe
license
mit open weights
released
Jan 2026
downloads/30d
2.8k

# architecture

attn shared MHA ×32 router expert ×256 expert out ×14 layers 69.1B pool
layers
14
d_model
3072
heads
32q / 32kv
head dim
96
experts
top-0 of 256
vocab
131072

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: #76 — score 30.9 ● high — all signals present

signalweightinput (0–100)
aa_intelligence 0.70 40.2
bench_composite 0.30 9.0

benchmark panel evidence:

complete panelscore (0–100)
aime-2025-v19.0

full methodology

# trend

OGM score · last 45 days
OGM score over 45 days
overall rank (up is better)
Overall rank over 45 days

# benchmarks

benchmarkscoresourcedate
AA Intelligence Index 11.5 Artificial Analysis —
AIME 2024 0.7 / 1 LLM Stats —
AIME 2025 0.6 / 1 LLM Stats —
Cmmlu 0.8 / 1 LLM Stats —
Math-500 1.0 / 1 LLM Stats —

# where to run

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

source aliases
aa
longcat-flash-lite
llmstats
longcat-flash-lite