darkmaniac7/TokForge-Bonsai-Image-4B-GGUF pass
No issues found by the checks that have run.
claims base: prism-ml/bonsai-image-ternary-4B-gemlite-2bit · chat template: not found · view on Hugging Face ↗
Scan coverageStatic battery2026-08-22Weights batteryn/aBehavioral batteryn/adetails
| Battery | Looks at | Status |
|---|---|---|
| Static battery | Metadata & packaging | complete 2026-08-22 |
| Weights battery | Weights forensics: no GPU, no download | n/ano token-embedding tensor in the safetensors headers — not a text-token model (vision/audio/diffusion checkpoints have no vocabulary to scan) |
| Behavioral battery | Live-inference differentials | n/anot applicable: text-to-image model has no text-generation surface to probe |
Ingot runs three batteries against a model. What each one checks →
Findings
Scanned 2026-08-22 · published from a community scan.
No findings — the batteries that have run came back clean.
Check every checkpoint before it ships
Use the web app, API, CLI, or CI gate to scan candidate checkpoints and catch model drift before deployment. Public-model scans publish to the open database; paid plans add the volume needed for continuous checks.
Fingerprint
The durable profile of this model: measured weights-and-metadata facts, rebuilt on every scan and battery run. Updated 2026-08-22.
| license | apache-2.0 |
| serialization | safetensors + gguf |
| chat template | none |
| claimed lineage | prism-ml/bonsai-image-ternary-4B-gemlite-2bit, prism-ml/bonsai-image-ternary-4B-unpacked, black-forest-labs/FLUX.2-klein-4B, Qwen/Qwen3-4B |
| lineage verified | unverified — weights battery pending |
Full measured fingerprint
| pipeline | text-to-image |
| repo files | 10 |
| revision | 76dbeae40dd5 |
| HF snapshot | 352 downloads · 1 likes · updated 2026-07-04 · captured 2026-08-21 |
| weights battery | token-embedding scan n/a — no token-embedding tensor in the safetensors headers — not a text-token model (vision/audio/diffusion checkpoints have no vocabulary to scan) |
Battery runs (1)the run trace behind the findings — what each job measured
| battery | status | queued | duration | attempts |
|---|---|---|---|---|
| weights | complete | 2026-08-21 05:32 | 1s | 1 |
weights run 2026-08-21 — measurements
Verdict badge
Ship the verdict in your README — it always shows the latest published analysis:
[](https://ingot.tools/models/darkmaniac7/TokForge-Bonsai-Image-4B-GGUF)