Refresh OpenMed MLX model card

README.md

@@ -25,6 +25,15 @@ Artifact metadata:
 - Weight format: `safetensors`
 - Runtime API: `OpenMed MLX token-classification backend`
 
+## OpenMed MLX Status
+
+- Private MLX rollout: refreshed on 2026-06-23
+- Hub artifact: private OpenMed MLX repository
+- Source checkpoint: [`OpenMed/OpenMed-NER-GenomeDetect-BioMed-109M`](https://huggingface.co/OpenMed/OpenMed-NER-GenomeDetect-BioMed-109M)
+- Collection: [OpenMed Medical MLX Models](https://huggingface.co/collections/OpenMed/medical-mlx-models)
+- Runtime: OpenMed Python MLX backend on Apple Silicon
+- Artifact layout: `config.json`, `id2label.json`, `openmed-mlx.json`, MLX weights, and tokenizer assets
+
 [OpenMed](https://github.com/maziyarpanahi/openmed) is the main product experience:
 
 - Install the Python package with `pip install openmed`
@@ -38,6 +47,17 @@ This MLX repo is meant to pair with:
 - OpenMed website: [https://openmed.life](https://openmed.life)
 - Source checkpoint: [`OpenMed/OpenMed-NER-GenomeDetect-BioMed-109M`](https://huggingface.co/OpenMed/OpenMed-NER-GenomeDetect-BioMed-109M)
 
+## Use This Private MLX Snapshot
+
+Authenticate before downloading private OpenMed artifacts:
+
+```bash
+hf auth login
+hf download OpenMed/OpenMed-NER-GenomeDetect-BioMed-109M-mlx --local-dir ./OpenMed-NER-GenomeDetect-BioMed-109M-mlx
+```
+
+Use the downloaded directory when you want to pin this exact MLX artifact in an offline or local Apple Silicon workflow.
+
 ## Quick Start
 
 ```bash