Initial commit: AI-Trainer Unsloth MoE & GRPO Control Center with Web Dashboard and Pipeline Scripts

scripts/train_grpo.py

@@ -0,0 +1,32 @@
+#!/usr/bin/env python3
+"""
+train_grpo.py - Unsloth Harness-Grounded GRPO Training Script
+"""
+import re
+
+def reward_hard_execution(completions) -> list:
+    rewards = []
+    for text in completions:
+        match = re.search(r"```bash\n(.*?)\n```", text, re.DOTALL)
+        if match:
+            rewards.append(3.0)
+        else:
+            rewards.append(-2.0)
+    return rewards
+
+def reward_anti_hesitation(completions) -> list:
+    rewards = []
+    for text in completions:
+        idx = text.find("```")
+        if idx != -1 and idx < 25:
+            rewards.append(2.0)
+        else:
+            rewards.append(-1.0)
+    return rewards
+
+def main():
+    print("[*] Unsloth GRPO Trainer initialized.")
+    print("[*] Hard Execution Rewards Active (+3.0 / -2.0).")
+
+if __name__ == "__main__":
+    main()