Closed spiritfog closed 3 months ago
To start off, this code snippet works on my end (running the engine locally)
from mlc_llm import MLCEngine
# Create engine
model = "/path/to/llava-1.5-7b-hf-q4f16_1-MLC"
engine = MLCEngine(model)
messages = [
{
"role": "user",
"content": [
{
"type": "image_url",
"image_url": f"{base64_encode_image('https://llava-vl.github.io/static/images/view.jpg')}",
},
{"type": "text", "text": "What does the image represent?"},
],
}
]
# Run chat completion in OpenAI API.
for response in engine.chat.completions.create(
messages=messages,
model=model,
stream=True,
):
for choice in response.choices:
print(choice.delta.content, end="", flush=True)
print("\n")
engine.terminate()
Then, upon inspection of messages[0]
, we see that it is very long due to the encoding of the image:
json.dumps(messages[0])
> '{"role": "user", "content": [{"type": "image_url", "image_url": "data:image/jpeg;base64,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"}, {"type": "text", "text": "What does the image represent?"}]}'
Therefore, my guess is that your message is truncated due to the length, hence the complaint of an invalid json
Will close the issue for now since the json_invalid
does not seem to be due to mlc-llm. Feel free to re-open if issue persists.
❓ General Questions
I saw a implement about input image in llava at https://github.com/mlc-ai/mlc-llm/pull/2208,but when i start a web serve, only text is support. when i post under json, i can recive right result { "model": "HF://mlc-ai/Llama-3-8B-Instruct-q4f16_1-MLC", "messages": [ {"role": "user", "content": "Hello! Our project is MLC LLM. What is the name of our project?"} ] } but when i post this json, its response "json_invalid" { "model": "HF://mlc-ai/Llama-3-8B-Instruct-q4f16_1-MLC", "messages": [ {
"role": "user", "content": [ { "type": "image_url", "image_url": f"{base64_encode_image('https://llava-vl.github.io/static/images/view.jpg')}", }, {"type": "text", "text": "What does the image represent?"}, ], } ] }