Update PolyAgent/gradio_interface.py

PolyAgent/gradio_interface.py

@@ -84,12 +84,11 @@ DEFAULT_TARGET_BY_PROPERTY = {
 # Run instructions bubble
 # -----------------------------------------------------------------------------
 RUN_INSTRUCTIONS_MD = (
-    "### PolyAgent\n"
     "\n"
     "**This Space is running in a free, CPU-only environment.** That means:\n"
-    "- **Higher latency is expected** for model-heavy steps (encoding, property prediction, inverse design, retrieval).\n"
+    "- **Higher latency is expected** for model-heavy steps (CL encoding, property prediction, and inverse design).\n"
     "- **Cold starts** can occur after inactivity (the container spins down), so the first request may take longer.\n"
-    "- Some operations are **compute-bound** on CPU (Transformer/graph/3D encoders), so throughput is limited compared to GPU.\n"
+    "- Some operations are **compute-bound** on CPU (DeBERTav2,Transformer/GINE/SchNet encoders), so throughput is limited compared to GPU.\n"
     "\n"
     "**Scaling note:** If usage grows, this deployment can be migrated to a **GPU-backed runtime** (and/or a queued worker setup)\n"
     "to reduce per-request latency and improve concurrency. The app is designed to be **hardware-agnostic**—the same workflow\n"