support phi4

Author: zewenli98

examples/dynamo/README.rst

@@ -18,8 +18,8 @@ Model Zoo
 * :ref:`torch_compile_transformer`: Compiling a Transformer model using ``torch.compile``
 * :ref:`torch_compile_stable_diffusion`: Compiling a Stable Diffusion model using ``torch.compile``
 * :ref:`_torch_compile_gpt2`: Compiling a GPT2 model using ``torch.compile``
+* :ref:`_torch_compile_phi4`: Compiling a Phi4 model from Hugging Face using ``torch.compile``
 * :ref:`_torch_export_gpt2`: Compiling a GPT2 model using AOT workflow (`ir=dynamo`)
 * :ref:`_torch_export_llama2`: Compiling a Llama2 model using AOT workflow (`ir=dynamo`)
 * :ref:`_torch_export_sam2`: Compiling SAM2 model using AOT workflow (`ir=dynamo`)
 * :ref:`_torch_export_flux_dev`: Compiling FLUX.1-dev model using AOT workflow (`ir=dynamo`)
-* :ref:`_torch_compile_phi3_vision`: Compiling a Phi 3 vision model from Hugging Face using ``torch.compile``

examples/dynamo/torch_compile_phi3_vision.py renamed to examples/dynamo/torch_compile_phi4.py

@@ -1,10 +1,10 @@
 """
-.. _torch_compile_phi3_vision:
+.. _torch_compile_phi4:
 
-Compiling Phi 3 vision model from Hugging Face using the Torch-TensorRT `torch.compile` Backend
+Compiling Phi 4 model from Hugging Face using the Torch-TensorRT `torch.compile` Backend
 ======================================================
 
-This script is intended as a sample of the Torch-TensorRT workflow with `torch.compile` on a Phi 3 vision model from Hugging Face.
+This script is intended as a sample of the Torch-TensorRT workflow with `torch.compile` on a Phi 4 model from Hugging Face.
 """
 
 # %%
@@ -21,7 +21,7 @@
 # Load the pre-trained model weights from Hugging Face
 # ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-model_id = "microsoft/Phi-3-vision-128k-instruct"
+model_id = "microsoft/Phi-4-multimodal-instruct"
 processor = AutoProcessor.from_pretrained(model_id, trust_remote_code=True)
 model = AutoModelForCausalLM.from_pretrained(
     model_id, trust_remote_code=True, torch_dtype="auto"