73 lines
2.7 KiB
Python
73 lines
2.7 KiB
Python
from mflux import ModelConfig
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from tests.image_generation.helpers.image_generation_test_helper import ImageGeneratorTestHelper
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class TestImageGenerator:
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OUTPUT_IMAGE_FILENAME = "output.png"
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def test_image_generation_schnell(self):
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ImageGeneratorTestHelper.assert_matches_reference_image(
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reference_image_path="reference_schnell.png",
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output_image_path=TestImageGenerator.OUTPUT_IMAGE_FILENAME,
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model_config=ModelConfig.schnell(),
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steps=2,
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seed=42,
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height=341,
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width=768,
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prompt="Luxury food photograph",
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)
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def test_image_generation_dev(self):
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ImageGeneratorTestHelper.assert_matches_reference_image(
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reference_image_path="reference_dev.png",
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output_image_path=TestImageGenerator.OUTPUT_IMAGE_FILENAME,
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model_config=ModelConfig.dev(),
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steps=15,
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seed=42,
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height=341,
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width=768,
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prompt="Luxury food photograph",
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)
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def test_image_generation_dev_lora(self):
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ImageGeneratorTestHelper.assert_matches_reference_image(
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reference_image_path="reference_dev_lora.png",
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output_image_path=TestImageGenerator.OUTPUT_IMAGE_FILENAME,
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model_config=ModelConfig.dev(),
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steps=15,
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seed=42,
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height=341,
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width=768,
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prompt="mkym this is made of wool, burger",
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lora_paths=["FLUX-dev-lora-MiaoKa-Yarn-World.safetensors"],
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lora_scales=[1.0],
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)
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def test_image_generation_dev_multiple_loras(self):
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ImageGeneratorTestHelper.assert_matches_reference_image(
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reference_image_path="reference_dev_lora_multiple.png",
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output_image_path=TestImageGenerator.OUTPUT_IMAGE_FILENAME,
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model_config=ModelConfig.dev(),
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steps=15,
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seed=42,
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height=341,
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width=768,
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prompt="Renaissance painting, mkym this is made of wool, burger",
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lora_paths=["FLUX-dev-lora-MiaoKa-Yarn-World.safetensors", "Flux_-_Renaissance_art_style.safetensors"],
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lora_scales=[0.4, 0.6],
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)
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def test_image_generation_dev_image_to_image(self):
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ImageGeneratorTestHelper.assert_matches_reference_image(
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reference_image_path="reference_dev_image_to_image_result.png",
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init_image_path="reference_dev_lora.png",
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init_image_strength=0.4,
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output_image_path=TestImageGenerator.OUTPUT_IMAGE_FILENAME,
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model_config=ModelConfig.dev(),
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steps=8,
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seed=44,
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height=341,
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width=768,
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prompt="Luxury food photograph of a burger",
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)
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