mlx-community/Mistral-7B-Instruct-v0.3-mlx-4Bit warn
The chat template was dropped from its base model, which changes behavior.
claims base: mistralai/Mistral-7B-Instruct-v0.3 · chat template: present · view on Hugging Face ↗
Scan coverageStatic battery2026-08-21Weights batteryfailedBehavioral batterynot rundetails
| Battery | Looks at | Status |
|---|---|---|
| Static battery | Metadata & packaging | complete 2026-08-21 |
| Weights battery | Weights forensics — no GPU, no download | failedunsupported embedding dtype U32 |
| Behavioral battery | Live-inference differentials | not run |
Ingot runs three batteries against a model. What each one checks →
Findings
Scanned 2026-08-21 · published from a community scan.
medium Chat template dropped vs parent
mistralai/Mistral-7B-Instruct-v0.3 ships a chat template; this repo does not. Serving stacks will silently fall back to a generic template, changing behavior. (In our 296-model census, 78% of pure quantization re-releases changed or dropped the template.)
How to fixingot patch
Restore the parent's chat template in `tokenizer_config.json` — a pure metadata fix.
- Run `ingot patch <owner/model>` — the patch manifest carries the parent's template and applies it to a local copy's `tokenizer_config.json`.
- Or fix by hand: copy the `chat_template` value from the parent repo's `tokenizer_config.json` into this model's, and pin your serving stack to that file.
- If the drift was intentional (the author retrained on a new template), confirm that in the model card before "fixing" it — restoring the parent template on retrained weights changes behavior too.
Fix it
Some findings are metadata-level and patchable — apply the fixes to your local copy (your weights never leave your machine):
npx @ingotai/scan patch mlx-community/Mistral-7B-Instruct-v0.3-mlx-4Bit
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 2026-08-21.
| architecture | mistral · 32 layers · 4096-dim |
| parameters | 1132.7M |
| vocabulary | 32,768 tokens |
| license | apache-2.0 |
| serialization | safetensors |
| chat template | none |
| claimed lineage | mistralai/Mistral-7B-Instruct-v0.3 |
| lineage verified | unverified — weights battery pending |
Full measured fingerprint
| architectures | MistralForCausalLM |
| library | vllm |
| repo files | 9 |
| revision | e5c4e112aa22 |
| HF snapshot | 431 downloads · 0 likes · updated 2026-07-27 · captured 2026-08-21 |
Verdict badge
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[](https://ingot.tools/models/mlx-community/Mistral-7B-Instruct-v0.3-mlx-4Bit)