Update app.py

app.py

@@ -2,13 +2,22 @@ import gradio as gr
 import json
 import time
 
-# Load sealed results
+# Load sealed RFT results
 with open("results.json") as f:
     data = json.load(f)
 
-def simulate_epochs(difficulty):
+def simulate_epochs(difficulty, user_log):
+    try:
+        user_data = json.loads(user_log)
+        user_label = user_data.get("label", "User")
+        user_epochs = user_data.get("epochs", [])
+        user_scores = user_data.get("scores", [])
+    except:
+        yield "❌ Invalid log format. Please submit a JSON with 'label', 'epochs', and 'scores'."
+        return
+
     results = data[difficulty]
-    header = "| Epoch | LIAM (RFT) | Adam | Lion | SGR |\n|-------|-------------|------|------|-----|\n"
+    header = f"| Epoch | LIAM (RFT) | Adam | Lion | SGR | {user_label} |\n|-------|-------------|------|------|-----|--------------|\n"
     table = header
     for i in range(len(results["epochs"])):
         epoch = results["epochs"][i]
@@ -16,19 +25,20 @@ def simulate_epochs(difficulty):
         adam = results["Adam"][i]
         lion = results["Lion"][i]
         sgr = results["SGR"][i]
-        table += f"| {epoch} | {rft:.2f}% | {adam:.2f}% | {lion:.2f}% | {sgr:.2f}% |\n"
+        user_score = user_scores[i] if i < len(user_scores) else "-"
+        table += f"| {epoch} | {rft:.2f}% | {adam:.2f}% | {lion:.2f}% | {sgr:.2f}% | {user_score} |\n"
         yield table
-        time.sleep(0.75)  # Simulate live epoch progression
+        time.sleep(0.75)
 
 demo = gr.Interface(
     fn=simulate_epochs,
-    inputs=gr.Dropdown(
-        choices=list(data.keys()),
-        label="Select Difficulty Level"
-    ),
+    inputs=[
+        gr.Dropdown(choices=list(data.keys()), label="Select Difficulty Level"),
+        gr.Textbox(lines=10, label="Paste Your Optimizer Log (JSON)")
+    ],
     outputs=gr.Markdown(),
-    title="RFT Optimizer Showdown",
-    description="Live epoch simulation comparing DCLR++ (LIAM RFT) vs. Adam, Lion, and SGR across difficulty tiers. All results sealed. No optimizer code exposed.",
+    title="RFT Optimizer Showdown – Challenge Mode",
+    description="Submit your optimizer log and watch it benchmarked live against RFT, Adam, Lion, and SGR. Format: {\"label\": \"MyOpt\", \"epochs\": [...], \"scores\": [...]}.",
     live=True
 )