models · liquidai

LFM2.5-8B-A1B

text-generation model harvested from Hugging Face (trending). Catalogued at Quarantine — unverified, pending attestation.

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What this registry has checked

Quarantine. We hold the publisher’s own published hash for these weights and have recorded it against this entry. We have not downloaded and hashed the weights ourselves, so the hash is the publisher’s claim, not our measurement.

Method	hf-published-sha256

Re-check this yourself → Source → Full record →

What is recorded

Publisher	liquidai
Origin	United States
Licence	other
Parameters	8,467,856,832 (8.47B)
Architecture	lfm2_moe
Layers	24
Hidden size	2048
Attention	GQA (32 heads, 8 KV)
Native precision	BF16
Pulls recorded here	142,145
Downloads reported upstream	80,632

Reported scores

GPQA Diamond	51.3
IFBench	55.6
Humanity's Last Exam	6.9

Reported by a third party and recorded here, not re-run by us. Source: artificialanalysis.ai/api/v2.

Measured on real hardware

None of these runs are ours. Each figure is the reporter’s, linked to their own evidence, under their own trust label. The number shown is single-stream decode — one user, concurrency 1 — because aggregate throughput across many users is a different quantity and reads as far faster than anyone will see.

Measured by local.ai

Hardware	Build measured	Decode @ 8K	Memory @ 8K	Decode mode
NVIDIA GeForce RTX 5090 32GB	Q8_0	509 tok/s	13.2 GB	ordinary
NVIDIA RTX PRO 6000 Blackwell 96GB	Q8_0	485 tok/s	13.3 GB	ordinary
NVIDIA GeForce RTX 5090 32GB	—	399 tok/s	30.3 GB	ordinary
NVIDIA GeForce RTX 5090 32GB	default	399 tok/s	30.3 GB	ordinary
NVIDIA GeForce RTX 5090 32GB	unknown	399 tok/s	30.3 GB	ordinary
NVIDIA RTX PRO 6000 Blackwell 96GB	—	390 tok/s	90.6 GB	ordinary
NVIDIA RTX PRO 6000 Blackwell 96GB	default	390 tok/s	90.6 GB	ordinary
NVIDIA RTX PRO 6000 Blackwell 96GB	unknown	390 tok/s	90.6 GB	ordinary

Measured by local.ai, not by us: 46 runs, 38 more not listed. Each names its engine pinned by image digest and the exact serve command, in the full record.

Elsewhere in the registry

All models → Browse with filters → What will run on my hardware? →

Registry record as of 2026-09-01. Identity, licence and parameter count are properties of a release and do not move; tier can, and the verify link above re-checks it against the live registry rather than this page.