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ModelCap

Ling lite base

Official publisher releaseOpen weights

InclusionAI

Ling lite base is a language model from InclusionAI. Its rank belongs to Ling lite, the model this route serves. Its weights are openly downloadable.

Figures as of 7 Nov 2026, 00:54 UTC · download the public dataset · methodology

ModelCap Index
See primary model · Ling lite
Route-specific operations remain below
Market Gravity
3.0
Secondary market signal

Superseded by Ling lite base 1.5. It no longer holds a current-board position.

This separately configured or accelerated route is reviewed as the same underlying model identity as Ling lite. 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
Self-hosted
weights only · no listed API price
Output
Self-hosted
weights only · 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
47.9
partial · 52% metadata coverage
Not capability
Artifact reproducibility
85.0
Access & legal clarity
100.0
Deployability
8.0
Evaluation provenance
0.0

Not yet published: the base model it derives from, 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
3.0
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%
16.9

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

Freshness5%
9.5

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

Specification

Model ID
inclusionAI/Ling-lite-base
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
28 Feb 2025

Capabilities

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

Weights & access

Open weights. Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI.

Access
Open weights
Licence
mit
Pinned revision
55fbe9506e41
Parameters
16.8B
Architecture
BailingMoeForCausalLM
Model type
bailing_moe
Hugging Face downloads (30d)
278
Downloads (all time)
2K
Likes
29
Repository
inclusionAI/Ling-lite-base
Repository updated
14 Apr 2025, 08:04 UTC