LFM2.5-2.6B lfm-2.5-2.6b
LiquidAI · liquidai
unranked — no quality signals yet
- params
- 2.7B
- arch
- dense
- context
- 125k
- license
- other open weights
- released
- Jul 2026
- downloads/30d
- 69.9k
# architecture
- layers
- 30
- d_model
- 2048
- heads
- 32q / 8kv
- head dim
- 64
- vocab
- 128000
- family
- lfm2
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 — ● 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.
| signal | weight | input (0–100) |
|---|---|---|
| aa_intelligence | 0.70 | — |
| bench_composite | 0.30 | 0.0 |
benchmark panel evidence:
| complete panel | score (0–100) |
|---|---|
| aime-2025-v1 | 0.0 |
missing signals are dropped and the remaining weights renormalized — never imputed.
# trend
# benchmarks
# where to run
| provider | quant | ctx | $/M in | $/M out | $/M cache | price src | tps | uptime | ✓ |
|---|---|---|---|---|---|---|---|---|---|
| Liquid | fp8 | 125k | $0.35 | $0.50 | $0.04 | via openrouter | — | 100.0% |
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
- llmstats
lfm-2.5-2.6b- openrouter
liquid/lfm-2.5-2.6b