AI Development FAQ

Q1: How to Deploy LLM Services?

A: You can use AidGenSE, which is a generative AI HTTP service based on the AidGen SDK, adapted to the OpenAI HTTP protocol. It allows calling generative AI via HTTP and quickly integrating it into your own applications. Alternatively, visit the Model Farm to download model files for direct deployment.

Q2: How to Test Whether QNN Is Working Correctly?

A: Run the download command — for example, to download AidLite-QNN231:

sudo aid-pkg install aidlite-qnn231

Open the folder:

cd /usr/local/share/aidlite/examples/aidlite_qnn231/python

Run the command and check whether it executes normally:

python qnn_yolov5_multi.py 3

The following output indicates QNN is being used correctly:

# Detected 4 regions
1 [115, 236, 203, 538] 0.84474266 person
2 [212, 244, 282, 514] 0.7853776 person
3 [86, 125, 559, 479] 0.5933 bus
4 [474, 228, 561, 517] 0.5707566 person

Last updated: 2026/06/26

Tip

If the above issues cannot be resolved, please contact APLUX technical support at support@aidlux.com