Update app.py

app.py

@@ -34,11 +34,13 @@ MODELS_BY_TIER = {
         ("Vanilla-1e19", "stanpony/nanochat-vanilla_14d_193M_20251226-1239", 17068),
     ],
     "1e18 FLOPs (10M params)": [
-        ("Vanilla-pure", "stanpony/nanochat-vanilla-pure_6d_35.8M_20260102-0353", 6794),
-        ("Vanilla-tke-untrained", "stanpony/nanochat-vanilla-tke-untrained_6d_35.8M_20260101-1214", 8309),
-        ("Lexinv-linear-0.25-trainable-tke", "stanpony/nanochat-lexinv-linear-0-25-trainable-tke_6d_35.8M_20260101-1959", 8309),
-        ("Lexinv-step-0.25-trainable-tke", "stanpony/nanochat-lexinv-step-trainable-lr-tke-0-25_6d_35.8M_20260101-1042", 8309),
-        ("Lexinv-pure", "stanpony/nanochat-lexinv-pure_6d_35.8M_20260101-0248", 8309),
+        ("Lexinv-pure", "stanpony/nanochat-lexinv-pure_6d_35.8M_20260102-1313", 8309),
+        ("Vanilla-pure", "stanpony/nanochat-vanilla-pure_6d_35.8M_20260102-1123", 6794),
+        ("Lexinv linear decay 25% then vanilla", "stanpony/nanochat-lexinv-linear-0-25-trainable-tke_6d_35.8M_20260102-1106", 7172),
+        ("Lexinv linear decay 35% then vanilla", "stanpony/nanochat-lexinv-linear-0-35-trainable-tke_6d_35.8M_20260102-1546", 7324),
+        ("Lexinv 35% then vanilla", "stanpony/nanochat-lexinv-step-0-35_6d_35.8M_20260103-0342", 7324),
+        ("Lexinv cosine decay 25% then vanilla", "stanpony/nanochat-lexinv-cosine-0-25-trainable-tke_6d_35.8M_20260103-0340", 7172),
+        ("Lexinv 25% then vanilla", "stanpony/nanochat-lexinv-step-0-25_6d_35.8M_20260102-1557", 7172),
     ],
     "3e17 FLOPs (10M params)": [
         ("Vanilla", "stanpony/nanochat-vanilla-comp-lexinv-step-0-3_6d_35.8M_20251229-1040", 4756),
@@ -659,4 +661,4 @@ with gr.Blocks(title="nanochat Playground") as demo:
 
 
 if __name__ == "__main__":
-    demo.launch()
+    demo.launch()