Model

LFM2-1.2B

lfm2-1-2b

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Record

Family: lfm
Architecture: dense
Parameters: 1.17
Active parameters: 1.17
HF downloads / 30d: 80,387

Hugging Face model card

Identity

https://huggingface.co/LiquidAI/LFM2-1.2B

Repository: LiquidAI/LFM2-1.2B
Status: known
Link type: Exact Hub repository

Public Hugging Face repository confirmed by the Hub API.

Leaderboard scores

Scraped public quality scores joined to this model by its Hugging Face repository. They describe the listed variant, not any specific local quantization, and are never speed measurements.

Benchmark	Category	Score	Rank	Scored variant	Confidence
alpacaeval	chat	3.76	120	LFM2.5-Audio-1.5B	high
alpacaeval	chat	3.76	121	LFM2.5-Audio-1.5B-GGUF	high
alpacaeval	chat	3.71	122	LFM2-Audio-1.5B	high
if-eval	instruction-following	98.85	1	LFM2-Audio-1.5B	high
if-eval	instruction-following	74.89	174	LFM2-1.2B-GGUF	high
if-eval	instruction-following	74.89	175	LFM2-1.2B-unsloth-bnb-4bit	high
if-eval	instruction-following	74.89	176	LFM2-1.2B	high
if-eval	instruction-following	28.48	306	LFM2.5-Audio-1.5B	high
if-eval	instruction-following	28.48	307	LFM2.5-Audio-1.5B-GGUF	high
if-eval	instruction-following	14.3	318	LFM2.5-Audio-1.5B-JP	high
ifbench	instruction-following	20.7	84	LFM2-1.2B-GGUF	high
ifbench	instruction-following	20.7	85	LFM2-1.2B-unsloth-bnb-4bit	high
ifbench	instruction-following	20.7	86	LFM2-1.2B	high
mmlu	knowledge	55.23	697	LFM2-1.2B-GGUF	high
mmlu	knowledge	55.23	698	LFM2-1.2B-unsloth-bnb-4bit	high
mmlu	knowledge	55.23	699	LFM2-1.2B	high
gsm8k	math	58.3	249	LFM2-1.2B-GGUF	high
gsm8k	math	58.3	250	LFM2-1.2B-unsloth-bnb-4bit	high
gsm8k	math	58.3	251	LFM2-1.2B	high
mgsm	math	55.04	23	LFM2-1.2B-GGUF	high
mgsm	math	55.04	24	LFM2-1.2B-unsloth-bnb-4bit	high
mgsm	math	55.04	25	LFM2-1.2B	high
bbh	reasoning	49.54	123	LFM2.5-Audio-1.5B	high
bbh	reasoning	49.54	124	LFM2.5-Audio-1.5B-GGUF	high
bbh	reasoning	30.54	218	LFM2-Audio-1.5B	high
gpqa	reasoning	31.47	229	LFM2-1.2B-GGUF	high
gpqa	reasoning	31.47	230	LFM2-1.2B-unsloth-bnb-4bit	high
gpqa	reasoning	31.47	231	LFM2-1.2B	high
wer	speech-asr	7.53	474	LFM2.5-Audio-1.5B	high
wer	speech-asr	7.53	475	LFM2.5-Audio-1.5B-GGUF	high
wer-ami	speech-asr	15.63	82	LFM2.5-Audio-1.5B	high
wer-ami	speech-asr	15.63	83	LFM2.5-Audio-1.5B-GGUF	high
wer-ami	speech-asr	15.58	87	LFM2-Audio-1.5B	high
wer-common-voice	speech-asr	4.42	282	LFM2.5-Audio-1.5B-JP	high
wer-earnings22	speech-asr	14.56	18	LFM2.5-Audio-1.5B	high
wer-earnings22	speech-asr	14.56	19	LFM2.5-Audio-1.5B-GGUF	high
wer-gigaspeech	speech-asr	10.67	17	LFM2-Audio-1.5B	high
wer-gigaspeech	speech-asr	10.47	23	LFM2.5-Audio-1.5B	high
wer-gigaspeech	speech-asr	10.47	24	LFM2.5-Audio-1.5B-GGUF	high
wer-librispeech	speech-asr	2.01	52	LFM2-Audio-1.5B	high
wer-librispeech	speech-asr	1.95	57	LFM2.5-Audio-1.5B	high
wer-librispeech	speech-asr	1.95	58	LFM2.5-Audio-1.5B-GGUF	high
wer-spgispeech	speech-asr	2.76	30	LFM2.5-Audio-1.5B	high
wer-spgispeech	speech-asr	2.76	31	LFM2.5-Audio-1.5B-GGUF	high
wer-tedlium	speech-asr	3.56	27	LFM2-Audio-1.5B	high
wer-tedlium	speech-asr	3.47	34	LFM2.5-Audio-1.5B	high
wer-tedlium	speech-asr	3.47	35	LFM2.5-Audio-1.5B-GGUF	high
wer-voxpopuli	speech-asr	7.13	34	LFM2.5-Audio-1.5B	high
wer-voxpopuli	speech-asr	7.13	35	LFM2.5-Audio-1.5B-GGUF	high

Remaining fields

Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.

active params: 1.17
architecture: dense
family: lfm
id: lfm2-1-2b
name: LFM2-1.2B
params: 1.17
schema version: local-ai-registry/v1
url: huggingface.co/LiquidAI/LFM2-1.2B ↗

downloads

all time: 3,061,538
captured at: 2026-08-31T15:38:41Z
last 30d: 80,387

Provenance & metadata (1)

source huggingface-api

Provenance & metadata (2)

facts

active params · provenance · captured at: 2026-08-31T23:49:15Z

active params · reason all-parameters-active-in-dense-model

active params · state known

architecture · provenance · captured at: 2026-08-31T23:43:51Z

architecture · reason resolved-huggingface-config

architecture · state known

params · provenance · captured at: 2026-08-31T13:13:53Z

params · reason safetensors-parameter-metadata

params · state known

provenance

captured at: 2026-08-31T13:13:53Z

sources

captured at	kind	url
2026-08-31T13:13:53Z	huggingface-api	huggingface.co/api/models/LiquidAI/LFM2-1.2B ↗
2026-09-01T00:18:17Z	huggingface-api	huggingface.co/api/models/LiquidAI/LFM2-1.2B ↗