docs: describe chunked classifier scaffold

README.md

@@ -27,10 +27,9 @@ Live Space:
 - `https://wchen22-touchdown-compression-classifier.hf.space`
 - Verified 2026-06-11 with HF CLI: runtime stage `RUNNING`, hardware
   `cpu-basic`, domain `READY`.
-- The app code is unchanged from
-  `b784d0bebf599cfb2b304f85158aba8fecf706a4`; README-only uploads may move the
-  Space repo SHA. Use `hf spaces info wchen22/touchdown-compression-classifier
-  --format json` for the current repo/runtime SHA.
+- The deployed scaffold supports chunked ONNX artifact inference for long
+  prompts. Use `hf spaces info wchen22/touchdown-compression-classifier --format
+  json` for the current repo/runtime SHA.
 - Live smoke:
   `python3 scripts/smoke_compression_api.py --base-url https://wchen22-touchdown-compression-classifier.hf.space --include-classify --include-batch`
   validates `/health`, `/v1/classify`, single `/v1/compress`, and managed