diff --git a/runner/helix-diffusers/.python-version b/runner/helix-diffusers/.python-version
index c8cfe395..2c073331 100644
--- a/runner/helix-diffusers/.python-version
+++ b/runner/helix-diffusers/.python-version
@@ -1 +1 @@
-3.10
+3.11
diff --git a/runner/helix-diffusers/pull.py b/runner/helix-diffusers/pull.py
new file mode 100644
index 00000000..0303f9fe
--- /dev/null
+++ b/runner/helix-diffusers/pull.py
@@ -0,0 +1,53 @@
+import argparse
+import os
+
+from huggingface_hub import snapshot_download
+
+
+def download_model(model_name: str, save_path: str, pipeline_type: str = "sd"):
+    """
+    Download model weights from Hugging Face Hub
+    
+    Args:
+        model_name (str): Name of the model on Hugging Face Hub
+        save_path (str): Local directory path to save the model
+        pipeline_type (str): Type of pipeline to use ('sd' for StableDiffusion or 'flux' for Flux)
+    """
+    print(f"Downloading model: {model_name}")
+    
+    os.makedirs(save_path, exist_ok=True)
+    
+    # Download all model files directly without pipeline initialization
+    snapshot_download(
+        repo_id=model_name,
+        cache_dir=save_path,
+        local_dir=save_path,
+        ignore_patterns=["*.md", "*.txt"],
+    )
+    
+    print(f"Model successfully downloaded to: {save_path}")
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(description="Download Stable Diffusion or Flux model weights")
+    parser.add_argument(
+        "--model_name",
+        type=str,
+        required=True,
+        help="Name of the model on Hugging Face Hub (e.g., 'runwayml/stable-diffusion-v1-5' or 'black-forest-labs/FLUX.1-schnell')"
+    )
+    parser.add_argument(
+        "--save_path",
+        type=str,
+        default="models",
+        help="Directory path to save the model (default: 'models')"
+    )
+    parser.add_argument(
+        "--pipeline_type",
+        type=str,
+        choices=["sd", "flux"],
+        default="sd",
+        help="Type of pipeline to use: 'sd' for StableDiffusion or 'flux' for Flux (default: 'sd')"
+    )
+    
+    args = parser.parse_args()
+    download_model(args.model_name, args.save_path, args.pipeline_type)
diff --git a/runner/helix-diffusers/pyproject.toml b/runner/helix-diffusers/pyproject.toml
index 735001cb..1ff12937 100644
--- a/runner/helix-diffusers/pyproject.toml
+++ b/runner/helix-diffusers/pyproject.toml
@@ -3,7 +3,7 @@ name = "helix-diffusers"
 version = "0.1.0"
 description = "Add your description here"
 readme = "README.md"
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 dependencies = [
     "accelerate>=1.1.1",
     "diffusers>=0.31.0",
@@ -11,7 +11,7 @@ dependencies = [
     "httpx>=0.27.2",
     "protobuf>=5.28.3",
     "sentencepiece>=0.2.0",
-    "torch>=2.5.1",
+    "torch==2.5.1+cu124",
     "transformers>=4.46.3",
     "uvicorn>=0.32.1",
 ]
@@ -24,6 +24,14 @@ dev = [
     "ruff>=0.8.0",
 ]
 
+[tool.uv.sources]
+torch = { index = "pytorch-cu124" }
+
+[[tool.uv.index]]
+name = "pytorch-cu124"
+url = "https://download.pytorch.org/whl/cu124"
+explicit = true
+
 [tool.ruff]
 line-length = 100
 indent-width = 4
@@ -33,4 +41,4 @@ target-version = "py311"
 filterwarnings = [
     "ignore::UserWarning",
     "ignore::DeprecationWarning",
-]
\ No newline at end of file
+]
diff --git a/runner/helix-diffusers/uv.lock b/runner/helix-diffusers/uv.lock
index c5a06e39..85d16003 100644
--- a/runner/helix-diffusers/uv.lock
+++ b/runner/helix-diffusers/uv.lock
@@ -1,8 +1,10 @@
 version = 1
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 resolution-markers = [
-    "python_full_version < '3.12'",
-    "python_full_version >= '3.12'",
+    "python_full_version < '3.12' and platform_system != 'Darwin'",
+    "python_full_version < '3.12' and platform_system == 'Darwin'",
+    "python_full_version >= '3.12' and platform_system != 'Darwin'",
+    "python_full_version >= '3.12' and platform_system == 'Darwin'",
 ]
 
 [[package]]
@@ -37,10 +39,8 @@ name = "anyio"
 version = "4.6.2.post1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
     { name = "idna" },
     { name = "sniffio" },
-    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
 ]
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 wheels = [
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-[[package]]
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-version = "1.2.2"
-source = { registry = "https://pypi.org/simple" }
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 [[package]]
 name = "fastapi"
 version = "0.115.5"
@@ -311,7 +276,7 @@ requires-dist = [
     { name = "httpx", specifier = ">=0.27.2" },
     { name = "protobuf", specifier = ">=5.28.3" },
     { name = "sentencepiece", specifier = ">=0.2.0" },
-    { name = "torch", specifier = ">=2.5.1" },
+    { name = "torch", specifier = "==2.5.1+cu124", index = "https://download.pytorch.org/whl/cu124" },
     { name = "transformers", specifier = ">=4.46.3" },
     { name = "uvicorn", specifier = ">=0.32.1" },
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