Phi-3.5-vision-instruct-q0f16-MLC

This is the Phi-3.5-vision-instruct model in MLC format q0f16. The model can be used for projects MLC-LLM and WebLLM.

Example Usage

Here are some examples of using this model in MLC LLM. Before running the examples, please install MLC LLM by following the installation documentation.

Chat

In command line, run

mlc_llm chat HF://mlc-ai/Phi-3.5-vision-instruct-q0f16-MLC

REST Server

In command line, run

mlc_llm serve HF://mlc-ai/Phi-3.5-vision-instruct-q0f16-MLC

Python API

from mlc_llm import MLCEngine

# Create engine
model = "HF://mlc-ai/Phi-3.5-vision-instruct-q0f16-MLC"
engine = MLCEngine(model)

# Run chat completion in OpenAI API.
for response in engine.chat.completions.create(
    messages = [
        {
            "role": "user",
            "content": [
                {
                    "type": "image_url",
                    "image_url": "https://www.ilankelman.org/stopsigns/australia.jpg",
                },
                {
                    "type": "text",
                    "text": "Describe this image please."
                },
            ],
        },
    ],
    model=model,
    stream=True,
):
    for choice in response.choices:
        print(choice.delta.content, end="", flush=True)
print("\n")

engine.terminate()

Documentation

For more information on MLC LLM project, please visit our documentation and GitHub repo.