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import modal
import os
app = modal.App("flux-model-setup")
# Attach the newly created volume
volume = modal.Volume.from_name("flux-model-vol")
@app.function(
volumes={"/data/models": volume}, # Mount the volume inside the container
image=modal.Image.debian_slim().pip_install("huggingface_hub[hf_transfer]", "transformers"),
secrets=[modal.Secret.from_name("huggingface-token")]
)
def download_flux():
from huggingface_hub import snapshot_download
import transformers # Ensure transformers is available
repo_id = "black-forest-labs/FLUX.1-dev"
local_dir = "/data/models/FLUX.1-dev" # Store model inside mounted volume
snapshot_download(
repo_id,
local_dir=local_dir,
revision="main",
ignore_patterns=["*.pt", "*.bin"] # Skip large model weights
)
transformers.utils.move_cache()
print(f"FLUX model downloaded to {local_dir}")
@app.local_entrypoint()
def main():
download_flux.remote()
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