Llama Guard 4 12B
Gated accessMeta·meta-llama/llama-guard-4-12b
Llama Guard 4 12B is a language model published by Meta. 2 OpenRouter endpoints are published in the latest snapshot. It accepts image, text input and returns text. The published context limit is 1.0M tokens.
Providers
Uptime measured over the last 30 minutesHugging Face Inference Providers
Exact repository identityProvider economics and telemetry published by the Hugging Face Router. These are operational signals, not benchmark results.
ModelCap Index · Current board
Methodology- Public rank basis
- Not scored (abstained)
- Index support
- 0.0% · not applicable
- Index interval
- Not available
- Rank posterior
- Not available
- Top 5 / Top 10 probability
- Not available / Not available
- Posterior as of
- Snapshot timestamp unavailable
- Identity binding
- Exact catalogue product · meta-llama/meta-llama/llama-guard-4-12b · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata meta-llama/Llama-Guard-4-12B@87acb4b94e930c3d679e6e7ee9d57e2feab9ea71 (not the evaluation revision)
- Direct benchmark observations
- 0
- Architecture fallback
- abstained · 0% coverage · 0 anchors
BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.
- Observed capability
- —
- Evidence status
- No admitted measured evidence
- General preference
- —
- Coding
- —
- Agents & tools
- —
- Reasoning
- —
- Evidence breadth
- 0%
- Evidence coverage
- 0%
- Usage (OpenRouter popularity)
- 12.5
- Liquidity (providers × uptime)
- 76.3
- Open reach (HF downloads)
- —
- Surface (context / tools / modalities)
- 55.0
- Freshness
- 17.0
- · OpenRouter popularity #146
- · 2 live providers
- · Catalogue: context 1048576, modalities Image/Text
- · First seen 2025-04-30
These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.
The bounded 0–100 capability score blends each source’s competitive placement with its published achievement, then combines capability families. Evidence breadth adds a modest uncertainty adjustment; price and popularity are not part of benchmark-led rank.
Experimental capability estimate
Estimate policy- Confidence
- 69%
- Training support
- 156 models · 94 lineages
- Out-of-domain check
- in domain
- Feature coverage
- 100%
- Lineage-held-out error
- 9.1 MAE
Experimental estimate. This layer predicts from admitted evidence and safe metadata only. It never enters ModelCap Score or rank.
Deployment readiness
Metadata index- Artifact reproducibility
- 85.0
- Access & legal clarity
- 68.3
- Deployability
- 84.0
- Evaluation provenance
- 0.0
Missing: artifactReproducibility.base-lineage, accessLegalClarity.resolvable-license-terms, evaluationProvenance.admitted-evaluation-observations, evaluationProvenance.capability-family-breadth, evaluationProvenance.evaluation-source-diversity, evaluationProvenance.identity-and-source-confidence, evaluationProvenance.evaluation-dataset-revisions.
A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.
Market activity
Venue coverage- Market Gravity
- 34.3
- OpenRouter weekly popularity
- #146 of 298
Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.
Arena preference
This model is visible because it is available in the live catalogue, but it has no trustworthy community result yet. ModelCap does not infer a quality score from price, features, or market activity.
Market Gravity breakdown
- Usage55%
- 12.5
- Liquidity25%
- 76.3
- Open reach15%
- 50.0
- Freshness5%
- 17.0
OpenRouter weekly popularity across the full model catalogue.
Independent providers versus the model's open or closed cohort, weighted by uptime.
Hugging Face 30-day downloads for open models; neutral for closed models.
Time since first public availability, on a six-month half-life.
Specification
- Context window
- 1.0M tokens
- Max output
- 16K tokens
- Inputs
- Image, Text
- Outputs
- Text
- Tokenizer
- Other
- Cached input tokens
- Not offered
- First seen on OpenRouter
- 30 Apr 2025
- Knowledge cutoff
- 2024-08-31
Capabilities
- Not supported: Reasoning
- Not supported: Tool use
- Not supported: Structured output
- Supported: Response format
- Not supported: Moderated
Weights & access
Gated access. The weights are hosted behind an access request or acceptance step. Review the publisher's access requirements and license before use or redistribution.
- Access
- Gated access
- Licence
- llama4
- Pinned revision
- 87acb4b94e93
- Parameters
- 12.0B
- Architecture
- Llama4ForConditionalGeneration
- Model type
- llama4
- Hugging Face downloads (30d)
- 233K
- Downloads (all time)
- 1.4M
- Likes
- 116
- Repository
- meta-llama/Llama-Guard-4-12B
- Repository updated
- 29 Apr 2025, 18:14 UTC