Model page
google/gemma-4-31B-it-qat-q4_0-unquantized
downloads 16.5klikes 41license apache-2.0arch gemma4params 32682.4Mupdated 2026-07-20
claims base: google/gemma-4-31B-it · chat template: present · view on Hugging Face ↗
Scan coverage
Ingot runs three batteries against a model. What each one checks →
| Battery | Looks at | Status |
|---|---|---|
| Static battery | Metadata & packaging | not run |
| Weights battery | Weights forensics — no GPU, no download | not run |
| Behavioral battery | Live-inference differentials | not run |
Findings
No battery has run against this model yet. Scan it now — no account needed. The static battery (serialization risk, remote-code, license and template/tokenizer drift vs. the claimed parent) runs in seconds and the analysis publishes here.