diff --git a/examples/llama3.py b/examples/llama3.py
index a9c8ad348f..7f5fd95bb9 100644
--- a/examples/llama3.py
+++ b/examples/llama3.py
@@ -246,6 +246,12 @@ if __name__ == "__main__":
       fetch("https://huggingface.co/TriAiExperiments/SFR-Iterative-DPO-LLaMA-3-8B-R/resolve/main/model-00003-of-00004.safetensors", "model-00003-of-00004.safetensors", subdir="llama3-8b-sfr")
       fetch("https://huggingface.co/TriAiExperiments/SFR-Iterative-DPO-LLaMA-3-8B-R/resolve/main/model-00004-of-00004.safetensors", "model-00004-of-00004.safetensors", subdir="llama3-8b-sfr")
       args.model = fetch("https://huggingface.co/TriAiExperiments/SFR-Iterative-DPO-LLaMA-3-8B-R/raw/main/model.safetensors.index.json", "model.safetensors.index.json", subdir="llama3-8b-sfr")
+    elif args.size == "70B":
+      subdir = "Llama-3.1-Nemotron-70B-Instruct-HF"
+      args.model = fetch("https://huggingface.co/nvidia/Llama-3.1-Nemotron-70B-Instruct-HF/resolve/main/model.safetensors.index.json?download=true", "model.safetensors.index.json", subdir=subdir)
+      fetch("https://huggingface.co/bofenghuang/Meta-Llama-3-8B/resolve/main/original/tokenizer.model", "tokenizer.model", subdir=subdir)
+      for i in range(30):
+        fetch(f"https://huggingface.co/nvidia/Llama-3.1-Nemotron-70B-Instruct-HF/resolve/main/model-{i+1:05d}-of-00030.safetensors?download=true", f"model-{i+1:05d}-of-00030.safetensors", subdir=subdir)
 
   assert args.model is not None, "please provide --model option"