Update OpenMed MLX model card for public access

README.md

@@ -26,32 +26,18 @@ Artifact metadata:
 
 ## OpenMed MLX Status
 
-- Private MLX rollout: refreshed on 2026-06-23
-- Hub artifact: private OpenMed MLX repository
+- MLX rollout: refreshed for public access on 2026-06-23
+- Hub artifact: OpenMed MLX repository
 - Source checkpoint: [`OpenMed/OpenMed-ZeroShot-NER-Pharma-Small-166M`](https://huggingface.co/OpenMed/OpenMed-ZeroShot-NER-Pharma-Small-166M)
 - 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:
+## Use This MLX Snapshot
 
-- Install the Python package with `pip install openmed`
-- Enable Apple Silicon acceleration with `pip install "openmed[mlx]"`
-- Load this MLX model directly from the Hub or from a local snapshot
-- For Apple apps, use OpenMedKit from the same GitHub repository with a compatible CoreML bundle
-
-This MLX repo is meant to pair with:
-
-- OpenMed GitHub: [https://github.com/maziyarpanahi/openmed](https://github.com/maziyarpanahi/openmed)
-- OpenMed website: [https://openmed.life](https://openmed.life)
-- Source checkpoint: [`OpenMed/OpenMed-ZeroShot-NER-Pharma-Small-166M`](https://huggingface.co/OpenMed/OpenMed-ZeroShot-NER-Pharma-Small-166M)
-
-## Use This Private MLX Snapshot
-
-Authenticate before downloading private OpenMed artifacts:
+Download this OpenMed MLX artifact directly from the Hub:
 
 ```bash
-hf auth login
 hf download OpenMed/OpenMed-ZeroShot-NER-Pharma-Small-166M-mlx --local-dir ./OpenMed-ZeroShot-NER-Pharma-Small-166M-mlx
 ```