Alternative deployment options for offline environments
The following methods can be used when you cannot access Hugging Face:
- Model pre-download:
Download the full model using huggingface-cli on a device with a network:
huggingface-cli download TheAhmadOsman/FLUX.1-Kontext-dev –local-dir ./models
Packaging and porting the entire mods catalog to the target device - Dockerized deployment:
Use a pre-built image that already contains the model (you need to build it yourself):
FROM python:3.12
COPY models /app/models
Setting environment variables:
HF_HUB_OFFLINE=1 - Local model registration:
Modify the model loading path in the code:
model = AutoModel.from_pretrained(‘./local/models’) - Corporate Agency Program:
If you need to use it on an isolated network, you can set up a local HF mirror server:
Deploying Text Generation WebUI as a model staging area
Important note: It is necessary to ensure the integrity check of the model file, and the SHAd256 value should be the same as the official published one when used offline.
This answer comes from the article4o-ghibli-at-home: locally run Ghibli-style image conversion tool》
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