diff --git a/eval/Coding/livecodebench/LiveCodeBench-main/lcb_runner/runner/main.py b/eval/Coding/livecodebench/LiveCodeBench-main/lcb_runner/runner/main.py
index 688bc9a..d9f7d21 100644
--- a/eval/Coding/livecodebench/LiveCodeBench-main/lcb_runner/runner/main.py
+++ b/eval/Coding/livecodebench/LiveCodeBench-main/lcb_runner/runner/main.py
@@ -19,10 +19,16 @@
 def main():
     args = get_args()
     if args.model not in LanguageModelStore:
+        model_style = LMStyle.Qwen25Math
+        if os.getenv("FORGE_API_KEY") and "/" in args.model:
+            model_style = LMStyle.OpenAIChat
+            model_suffix = args.model.split("/", 1)[1].lower()
+            if model_suffix.startswith("o1-"):
+                model_style = LMStyle.OpenAIReason
         model = LanguageModel(
                 str(args.model),
                 str(args.model),
-                LMStyle.Qwen25Math,
+                model_style,
                 datetime(2023, 1, 1),
                 link="https://huggingface.co/Qwen/Qwen2.5-Math-7B-Instruct",
             )
diff --git a/eval/Coding/livecodebench/LiveCodeBench-main/lcb_runner/runner/oai_runner.py b/eval/Coding/livecodebench/LiveCodeBench-main/lcb_runner/runner/oai_runner.py
index 7e94905..fcacaf6 100644
--- a/eval/Coding/livecodebench/LiveCodeBench-main/lcb_runner/runner/oai_runner.py
+++ b/eval/Coding/livecodebench/LiveCodeBench-main/lcb_runner/runner/oai_runner.py
@@ -12,9 +12,15 @@
 
 
 class OpenAIRunner(BaseRunner):
-    client = OpenAI(
-        api_key=os.getenv("OPENAI_KEY"),
-    )
+    if os.getenv("FORGE_API_KEY"):
+        client = OpenAI(
+            api_key=os.getenv("FORGE_API_KEY"),
+            base_url=os.getenv("FORGE_API_BASE") or "https://api.forge.tensorblock.co/v1",
+        )
+    else:
+        client = OpenAI(
+            api_key=os.getenv("OPENAI_KEY"),
+        )
 
     def __init__(self, args, model):
         super().__init__(args, model)