Amd·amd/HyLo-Llama-4MLA12GDN-8K-SFT
HyLo Llama 4MLA12GDN 8K SFT is ModelCap archive rank #295 (Modeled · lineage), from the ModelCap Index as of 12 Sept 2026, 13:09 UTC.
HyLo Llama 4MLA12GDN 8K SFT weight access is open weights, from ModelCap classification of published repository metadata as of 12 Sept 2026, 13:09 UTC.
Snapshot facts · download the public dataset · methodology
Superseded by HyLo Llama 4MLA12GDN 64K SFT. It no longer holds a current-board position; its all-versions archive rank is #295.
OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.
Current provider status is unavailable.
No general-family board lists this model yet. Its point estimate is the precision-weighted mean of every channel that spoke for it; each channel’s share is the weight it carried. Independent measurements replace this placement as boards list the model.
BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.
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 estimate. This layer predicts from admitted evidence and safe metadata only. It never enters ModelCap Score or rank.
Missing: deployability.independent-provider-records, deployability.measured-provider-uptime, deployability.published-provider-pricing, deployability.declared-capacity, 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 Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.
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.
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.
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.
HyLo Llama 4MLA12GDN 8K SFT is a superseded version and is not on the current board as of 12 September 2026. Its archive position, where one exists, is shown on the page; the newer version carries the current rank.
No live API price is listed for HyLo Llama 4MLA12GDN 8K SFT in the current snapshot as of 12 September 2026 because the latest endpoint refresh was unavailable. ModelCap shows a price only when a provider currently lists one.
Open weights (amd-hybrid-models-research-only-rail-ms). 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. The repository is amd/HyLo-Llama-4MLA12GDN-8K-SFT on Hugging Face.
HyLo Llama 4MLA12GDN 8K SFT first appeared in the catalogue on 11 Sept 2026. It has since been superseded by HyLo Llama 4MLA12GDN 64K SFT. Rank and price movements since then are recorded on the site's changes feed.