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ModelCap

LFM2 24B A2B MLX 4bit

Official build · attached, unrankedRestricted license

LiquidAI

LFM2 24B A2B MLX 4bit is a language model from LiquidAI. Its rank belongs to LFM2 24B A2B, the model this route serves. Its weights are downloadable under a use-restricted licence.

Figures as of 6 Nov 2026, 20:49 UTC · download the public dataset · methodology

ModelCap Index
See primary model · LFM2 24B A2B
This release is visible for discovery, not ranked as a peer model
Market Gravity
9.4
Secondary market signal

Superseded by LFM2.5 24B A2B MLX 4bit. It no longer holds a current-board position.

This separately configured or accelerated route is reviewed as the same underlying model identity as LFM2 24B A2B. That canonical product owns rank and capability evidence; pricing, providers and other operational differences remain route-specific below.

OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.

Input
Unlisted
no listed API price
Output
Unlisted
no listed API price
Context
—
tokens
Providers
0
endpoints

Providers

Uptime measured over the last 30 minutes

Current provider status is unavailable.

Other versions (1)

Deployment readiness

Metadata index
50.9
partial · 56% metadata coverage
Not capability
Artifact reproducibility
100.0
Access & legal clarity
92.5
Deployability
8.0
Evaluation provenance
0.0

Not yet published: a current serving provider, measured provider uptime, published provider pricing, declared context and output limits, admitted benchmark results, results across several capability areas, results from more than one source, a confident match to its benchmark entries, pinned evaluation dataset versions.

A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.

Market activity

Venue coverage
Market Gravity
9.4
OpenRouter weekly popularity
Not listed

Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.

Market Gravity breakdown

Usage55%
0.0

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
0.0

Independent providers versus the model's open or closed cohort, weighted by uptime.

Open reach15%
50.0

Hugging Face 30-day downloads for open models; neutral for closed models.

Freshness5%
37.0

Time since first public availability, on a six-month half-life.

Specification

Model ID
LiquidAI/LFM2-24B-A2B-MLX-4bit
Declared output cap
Unknown

OpenRouter catalogue or provider-endpoint declaration. Limits can vary by provider and prompt length; a model-wide maximum has not been independently verified. OpenRouter metadata

Inputs
Text
Outputs
Text
Cached input tokens
Not offered
First seen on OpenRouter
18 Feb 2026

Capabilities

  • Not supported: Reasoning
  • Not supported: Tool use
  • Not supported: Structured output
  • Not supported: Response format
  • Not supported: Moderated

Weights & access

Restricted license. Downloadable weights use a model-specific or use-restricted license. Review the linked license before use, redistribution, or commercial deployment.

Access
Restricted license
Licence
lfm1.0
Pinned revision
fb67c8c23d38
Parameters
23.8B
Architecture
Lfm2MoeForCausalLM
Model type
lfm2_moe
Hugging Face downloads (30d)
497
Downloads (all time)
3K
Likes
12
Repository updated
24 Feb 2026, 14:04 UTC