darkmaniac7/TokForge-Bonsai-Image-4B-GGUF pass
claims base: 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 · chat template: not found · 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 | 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 |
Findings
Scanned 2026-08-22 · published from a community scan.
No findings — the batteries that have run came back clean.
Remediation guidance addresses the documented findings only. It is evidence-driven repair, not a safety certification of the model.
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
The run trace behind the findings above: every deep-battery job for this model, with what each run measured or why it failed. Findings are only as good as the runs that produced them.
| 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)