Drop blockquote banner (avoid curly-quote rendering on HF); add quant to heading

README.md

@@ -8,16 +8,16 @@ tags:
 - intent-classification
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-> ⚠️ **Conference talk demo — not production weights.**
->
-> This model accompanies a conference keynote on local on-device AI. Published
-> as a reference for the fine-tuning patterns shown on stage — **not** a
-> deployable artefact. No security audit, no SLA, pinned to the talk's state.
->
-> - Source repository: [thinktecture-labs/local-multi-model-agent-slm](https://github.com/thinktecture-labs/local-multi-model-agent-slm)
-> - Threat model + out-of-scope: [`SECURITY.md`](SECURITY.md)
-> - Licensing details: [`MODEL_LICENSES.md`](MODEL_LICENSES.md)
-> - All five models in the stack: [Collection — Local Multi-Model Agent — nextera fine-tunes](https://huggingface.co/collections/thinktecture/local-multi-model-agent-nextera-fine-tunes-6a04a8ff2a40e5696f3c2f18)
+**⚠️ Conference talk demo — not production weights.**
+
+This model accompanies a conference keynote on local on-device AI. Published
+as a reference for the fine-tuning patterns shown on stage — **not** a
+deployable artefact. No security audit, no SLA, pinned to the talk's state.
+
+- Source repository: [thinktecture-labs/local-multi-model-agent-slm](https://github.com/thinktecture-labs/local-multi-model-agent-slm)
+- Threat model + out-of-scope: [`SECURITY.md`](SECURITY.md)
+- Licensing details: [`MODEL_LICENSES.md`](MODEL_LICENSES.md)
+- All five models in the stack: [Collection — Local Multi-Model Agent — nextera fine-tunes](https://huggingface.co/collections/thinktecture/local-multi-model-agent-nextera-fine-tunes-6a04a8ff2a40e5696f3c2f18)
 
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