Text-to-Image
Diffusers
Safetensors
MageFlowPipeline
ajh
mage-flow
mage-flow-nvfp4-ajh
nvfp4
blackwell
qwen3-vl
quantization
Instructions to use ajh-code/Mage-Flow-NVFP4-AJH with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use ajh-code/Mage-Flow-NVFP4-AJH with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("ajh-code/Mage-Flow-NVFP4-AJH", torch_dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
File size: 2,044 Bytes
54152e6 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 | #!/usr/bin/env python3
"""Exercise the portable package with the frozen VAL-07 typography prompt."""
from __future__ import annotations
import argparse
from pathlib import Path
import subprocess
import sys
RELEASE_ROOT = Path(__file__).resolve().parent
RUNNER = RELEASE_ROOT / "generate.py"
VALIDATOR = RELEASE_ROOT / "validate_release.py"
PROMPT = (
'Minimal travel postcard with the exact large text "ARCTIC LOOP" and '
'the exact small text "NORTHERN COAST"; an ivory lighthouse on a '
"slate-blue cliff below the lettering, crisp vector print."
)
NEGATIVE_PROMPT = (
"lowres, blurry, jpeg artifacts, watermark, signature, logo, unreadable "
"text, misspelled text, duplicate subject, deformed anatomy, extra "
"fingers, missing fingers, cropped hands"
)
def parse_args() -> argparse.Namespace:
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument("--cpu-self-check", action="store_true")
parser.add_argument("--model", default=str(RELEASE_ROOT))
parser.add_argument("--output-dir", type=Path)
return parser.parse_args()
def main() -> int:
args = parse_args()
subprocess.run([sys.executable, str(VALIDATOR)], check=True)
if args.cpu_self_check:
return 0
if args.output_dir is None:
raise SystemExit("--output-dir is required unless --cpu-self-check is used")
output_dir = args.output_dir.resolve()
output_path = output_dir / "VAL-07_portable_combined.png"
command = [
sys.executable,
str(RUNNER),
"--model",
args.model,
"--prompt",
PROMPT,
"--negative-prompt",
NEGATIVE_PROMPT,
"--output",
str(output_path),
"--height",
"512",
"--width",
"512",
"--steps",
"20",
"--cfg",
"5.0",
"--seed",
"27182819",
"--static-shift",
"6.0",
]
return subprocess.run(command, check=False).returncode
if __name__ == "__main__":
raise SystemExit(main())
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