Document public BERTose embedding usage

README.md

@@ -13,6 +13,25 @@ tags:
 
 This repository contains the BERTose checkpoint for WURCS glycan embedding inference. It is the release-facing glycan representation model used by the companion notebook.
 
+## Quick Start
+
+The recommended user path is the companion notebook:
+
+```python
+from huggingface_hub import hf_hub_download
+
+checkpoint = hf_hub_download(
+    repo_id="supanthadey1/bertose-glycan-encoder",
+    filename="checkpoints/bertose_glycan_encoder.pt",
+)
+vocab = hf_hub_download(
+    repo_id="supanthadey1/bertose-glycan-encoder",
+    filename="vocab/bpe_vocabulary.json",
+)
+```
+
+No Hugging Face token is required for this BERTose checkpoint now that the repository is public.
+
 ## Files
 
 - `checkpoints/bertose_glycan_encoder.pt` - BERTose glycan encoder checkpoint.
@@ -33,4 +52,4 @@ Dense glycan embeddings. The companion notebook defaults to `[CLS]` pooling and
 
 This repository does not perform IUPAC-condensed to WURCS conversion. For now, provide WURCS directly.
 
-The final license and citation text should be set before public release.
+License metadata is currently `other`; update it when the final release license and citation text are chosen.

SHA256SUMS

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