Spaces:
Running on Zero
Running on Zero
Update app.py
Browse files
app.py
CHANGED
|
@@ -11,20 +11,19 @@ from gradio.themes import Base
|
|
| 11 |
from gradio.themes.utils import colors, fonts, sizes
|
| 12 |
|
| 13 |
|
| 14 |
-
class
|
| 15 |
def __init__(
|
| 16 |
self,
|
| 17 |
*,
|
| 18 |
-
primary_hue: colors.Color | str = colors.
|
| 19 |
-
secondary_hue: colors.Color | str = colors.
|
| 20 |
-
neutral_hue: colors.Color | str = colors.
|
| 21 |
text_size: sizes.Size | str = sizes.text_md,
|
| 22 |
-
radius_size: sizes.Size | str = sizes.radius_none,
|
| 23 |
font: fonts.Font | str | Iterable[fonts.Font | str] = (
|
| 24 |
-
fonts.GoogleFont("Inter"), "
|
| 25 |
),
|
| 26 |
font_mono: fonts.Font | str | Iterable[fonts.Font | str] = (
|
| 27 |
-
fonts.GoogleFont("
|
| 28 |
),
|
| 29 |
):
|
| 30 |
super().__init__(
|
|
@@ -32,90 +31,182 @@ class MinimalSquareTheme(Base):
|
|
| 32 |
secondary_hue=secondary_hue,
|
| 33 |
neutral_hue=neutral_hue,
|
| 34 |
text_size=text_size,
|
| 35 |
-
radius_size=radius_size,
|
| 36 |
font=font,
|
| 37 |
font_mono=font_mono,
|
| 38 |
)
|
| 39 |
super().set(
|
| 40 |
-
#
|
| 41 |
-
|
| 42 |
-
|
| 43 |
-
|
| 44 |
-
|
| 45 |
-
|
| 46 |
-
|
| 47 |
-
|
| 48 |
-
|
| 49 |
-
|
| 50 |
-
#
|
| 51 |
-
|
| 52 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 53 |
block_border_width="1px",
|
| 54 |
-
block_border_color="black",
|
| 55 |
-
block_border_color_dark="#3a3a3a",
|
| 56 |
-
block_radius="0px",
|
| 57 |
block_shadow="none",
|
| 58 |
block_shadow_dark="none",
|
| 59 |
-
|
| 60 |
-
|
| 61 |
-
|
|
|
|
|
|
|
|
|
|
| 62 |
block_label_border_width="1px",
|
| 63 |
-
|
| 64 |
-
|
| 65 |
-
|
| 66 |
-
|
| 67 |
-
|
| 68 |
-
|
| 69 |
-
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
|
| 73 |
-
|
| 74 |
-
|
| 75 |
-
|
| 76 |
-
|
| 77 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 78 |
button_primary_shadow="none",
|
|
|
|
|
|
|
|
|
|
| 79 |
|
| 80 |
-
#
|
| 81 |
-
button_secondary_background_fill="
|
| 82 |
-
button_secondary_background_fill_hover="#ececec",
|
| 83 |
button_secondary_background_fill_dark="#1a1a1a",
|
|
|
|
| 84 |
button_secondary_background_fill_hover_dark="#2a2a2a",
|
| 85 |
-
button_secondary_text_color="
|
| 86 |
-
button_secondary_text_color_dark="
|
| 87 |
-
|
| 88 |
-
|
| 89 |
-
|
| 90 |
-
#
|
| 91 |
-
|
| 92 |
-
|
| 93 |
-
|
| 94 |
-
|
| 95 |
-
|
| 96 |
-
|
| 97 |
-
|
| 98 |
-
#
|
| 99 |
-
|
| 100 |
-
|
| 101 |
-
|
| 102 |
-
|
| 103 |
-
|
| 104 |
-
|
| 105 |
-
|
| 106 |
-
|
| 107 |
-
|
| 108 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 109 |
checkbox_border_color_dark="#3a3a3a",
|
| 110 |
-
|
| 111 |
-
|
| 112 |
-
|
| 113 |
-
|
| 114 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 115 |
)
|
| 116 |
|
| 117 |
|
| 118 |
-
|
| 119 |
|
| 120 |
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
|
| 121 |
|
|
@@ -131,7 +222,7 @@ from qwenimage.qwen_fa3_processor import QwenDoubleStreamAttnProcessorFA3
|
|
| 131 |
dtype = torch.bfloat16
|
| 132 |
|
| 133 |
pipe = QwenImageEditPlusPipeline.from_pretrained(
|
| 134 |
-
"FireRedTeam/FireRed-Image-Edit-1.1",
|
| 135 |
transformer=QwenImageTransformer2DModel.from_pretrained(
|
| 136 |
"prithivMLmods/Qwen-Image-Edit-Rapid-AIO-V19",
|
| 137 |
torch_dtype=dtype,
|
|
@@ -148,6 +239,7 @@ except Exception as e:
|
|
| 148 |
|
| 149 |
MAX_SEED = np.iinfo(np.int32).max
|
| 150 |
|
|
|
|
| 151 |
def update_dimensions_on_upload(image):
|
| 152 |
if image is None:
|
| 153 |
return 1024, 1024
|
|
@@ -168,7 +260,8 @@ def update_dimensions_on_upload(image):
|
|
| 168 |
|
| 169 |
return new_width, new_height
|
| 170 |
|
| 171 |
-
|
|
|
|
| 172 |
def infer(
|
| 173 |
images,
|
| 174 |
prompt,
|
|
@@ -210,7 +303,11 @@ def infer(
|
|
| 210 |
seed = random.randint(0, MAX_SEED)
|
| 211 |
|
| 212 |
generator = torch.Generator(device=device).manual_seed(seed)
|
| 213 |
-
negative_prompt =
|
|
|
|
|
|
|
|
|
|
|
|
|
| 214 |
|
| 215 |
width, height = update_dimensions_on_upload(pil_images[0])
|
| 216 |
|
|
@@ -234,7 +331,8 @@ def infer(
|
|
| 234 |
gc.collect()
|
| 235 |
torch.cuda.empty_cache()
|
| 236 |
|
| 237 |
-
|
|
|
|
| 238 |
def infer_example(images, prompt):
|
| 239 |
if not images:
|
| 240 |
return None, 0
|
|
@@ -254,78 +352,256 @@ def infer_example(images, prompt):
|
|
| 254 |
)
|
| 255 |
return result, seed
|
| 256 |
|
|
|
|
| 257 |
css = """
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 258 |
#col-container {
|
| 259 |
margin: 0 auto;
|
| 260 |
-
max-width:
|
|
|
|
| 261 |
}
|
| 262 |
-
#main-title h1 {font-size: 2.4em !important;}
|
| 263 |
|
| 264 |
-
/*
|
| 265 |
-
|
| 266 |
-
|
| 267 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 268 |
}
|
| 269 |
"""
|
| 270 |
|
| 271 |
-
with gr.Blocks() as demo:
|
| 272 |
with gr.Column(elem_id="col-container"):
|
| 273 |
-
gr.Markdown("# **FireRed-Image-Edit-1.0-Fast - [v@1.1](https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.1)**", elem_id="main-title")
|
| 274 |
-
gr.Markdown("Perform image edits using [FireRed-Image-Edit-1.0](https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.0) with 4-step fast inference. Open on [GitHub](https://github.com/PRITHIVSAKTHIUR/FireRed-Image-Edit-1.0-Fast)")
|
| 275 |
|
| 276 |
-
|
| 277 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 278 |
images = gr.Gallery(
|
| 279 |
-
label="
|
| 280 |
-
#sources=["upload", "clipboard"],
|
| 281 |
type="filepath",
|
| 282 |
columns=2,
|
| 283 |
rows=1,
|
| 284 |
-
height=
|
| 285 |
-
allow_preview=True
|
|
|
|
| 286 |
)
|
| 287 |
|
| 288 |
-
prompt = gr.
|
| 289 |
-
label="Edit
|
| 290 |
-
|
| 291 |
-
max_lines=
|
| 292 |
-
|
| 293 |
)
|
| 294 |
|
| 295 |
-
run_button = gr.Button(
|
| 296 |
-
|
| 297 |
-
|
| 298 |
-
|
|
|
|
| 299 |
|
| 300 |
-
with gr.Accordion("Advanced Settings", open=False
|
| 301 |
-
seed = gr.Slider(
|
| 302 |
-
|
| 303 |
-
|
| 304 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 305 |
|
|
|
|
| 306 |
gr.Examples(
|
| 307 |
examples=[
|
| 308 |
-
[
|
| 309 |
-
|
| 310 |
-
|
| 311 |
-
|
| 312 |
-
|
| 313 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 314 |
],
|
| 315 |
inputs=[images, prompt],
|
| 316 |
outputs=[output_image, seed],
|
| 317 |
fn=infer_example,
|
| 318 |
cache_examples=False,
|
| 319 |
-
label="Examples"
|
|
|
|
| 320 |
)
|
| 321 |
|
| 322 |
-
gr.Markdown(
|
|
|
|
|
|
|
|
|
|
|
|
|
| 323 |
|
|
|
|
| 324 |
run_button.click(
|
| 325 |
fn=infer,
|
| 326 |
inputs=[images, prompt, seed, randomize_seed, guidance_scale, steps],
|
| 327 |
-
outputs=[output_image, seed]
|
| 328 |
)
|
| 329 |
|
| 330 |
if __name__ == "__main__":
|
| 331 |
-
demo.queue(max_size=30).launch(
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 11 |
from gradio.themes.utils import colors, fonts, sizes
|
| 12 |
|
| 13 |
|
| 14 |
+
class MinimalTheme(Base):
|
| 15 |
def __init__(
|
| 16 |
self,
|
| 17 |
*,
|
| 18 |
+
primary_hue: colors.Color | str = colors.neutral,
|
| 19 |
+
secondary_hue: colors.Color | str = colors.zinc,
|
| 20 |
+
neutral_hue: colors.Color | str = colors.stone,
|
| 21 |
text_size: sizes.Size | str = sizes.text_md,
|
|
|
|
| 22 |
font: fonts.Font | str | Iterable[fonts.Font | str] = (
|
| 23 |
+
fonts.GoogleFont("Inter"), "system-ui", "sans-serif",
|
| 24 |
),
|
| 25 |
font_mono: fonts.Font | str | Iterable[fonts.Font | str] = (
|
| 26 |
+
fonts.GoogleFont("JetBrains Mono"), "ui-monospace", "monospace",
|
| 27 |
),
|
| 28 |
):
|
| 29 |
super().__init__(
|
|
|
|
| 31 |
secondary_hue=secondary_hue,
|
| 32 |
neutral_hue=neutral_hue,
|
| 33 |
text_size=text_size,
|
|
|
|
| 34 |
font=font,
|
| 35 |
font_mono=font_mono,
|
| 36 |
)
|
| 37 |
super().set(
|
| 38 |
+
# ββ Radius: zero everywhere ββββββββββββββββββββββββββββββββββββββ
|
| 39 |
+
radius_xxs="0px",
|
| 40 |
+
radius_xs="0px",
|
| 41 |
+
radius_sm="0px",
|
| 42 |
+
radius_md="0px",
|
| 43 |
+
radius_lg="0px",
|
| 44 |
+
radius_xl="0px",
|
| 45 |
+
radius_xxl="0px",
|
| 46 |
+
|
| 47 |
+
# ββ Backgrounds ββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 48 |
+
background_fill_primary="#ffffff",
|
| 49 |
+
background_fill_primary_dark="#0f0f0f",
|
| 50 |
+
background_fill_secondary="#f5f5f5",
|
| 51 |
+
background_fill_secondary_dark="#1a1a1a",
|
| 52 |
+
body_background_fill="#f0f0f0",
|
| 53 |
+
body_background_fill_dark="#0a0a0a",
|
| 54 |
+
|
| 55 |
+
# ββ Body text ββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 56 |
+
body_text_color="#111111",
|
| 57 |
+
body_text_color_dark="#e8e8e8",
|
| 58 |
+
body_text_color_subdued="#555555",
|
| 59 |
+
body_text_color_subdued_dark="#888888",
|
| 60 |
+
|
| 61 |
+
# ββ Borders ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 62 |
+
border_color_primary="#d0d0d0",
|
| 63 |
+
border_color_primary_dark="#2e2e2e",
|
| 64 |
+
border_color_accent="#999999",
|
| 65 |
+
border_color_accent_dark="#555555",
|
| 66 |
+
|
| 67 |
+
# ββ Blocks βββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 68 |
+
block_background_fill="#ffffff",
|
| 69 |
+
block_background_fill_dark="#141414",
|
| 70 |
+
block_border_color="#d0d0d0",
|
| 71 |
+
block_border_color_dark="#2e2e2e",
|
| 72 |
block_border_width="1px",
|
|
|
|
|
|
|
|
|
|
| 73 |
block_shadow="none",
|
| 74 |
block_shadow_dark="none",
|
| 75 |
+
block_label_background_fill="#f5f5f5",
|
| 76 |
+
block_label_background_fill_dark="#1a1a1a",
|
| 77 |
+
block_label_text_color="#333333",
|
| 78 |
+
block_label_text_color_dark="#cccccc",
|
| 79 |
+
block_label_border_color="#d0d0d0",
|
| 80 |
+
block_label_border_color_dark="#2e2e2e",
|
| 81 |
block_label_border_width="1px",
|
| 82 |
+
block_title_text_color="#111111",
|
| 83 |
+
block_title_text_color_dark="#eeeeee",
|
| 84 |
+
block_title_text_weight="600",
|
| 85 |
+
block_title_padding="8px 0px",
|
| 86 |
+
block_padding="16px",
|
| 87 |
+
|
| 88 |
+
# ββ Inputs βββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 89 |
+
input_background_fill="#ffffff",
|
| 90 |
+
input_background_fill_dark="#1a1a1a",
|
| 91 |
+
input_background_fill_focus="#ffffff",
|
| 92 |
+
input_background_fill_focus_dark="#222222",
|
| 93 |
+
input_border_color="#c0c0c0",
|
| 94 |
+
input_border_color_dark="#3a3a3a",
|
| 95 |
+
input_border_color_focus="#555555",
|
| 96 |
+
input_border_color_focus_dark="#888888",
|
| 97 |
+
input_border_width="1px",
|
| 98 |
+
input_shadow="none",
|
| 99 |
+
input_shadow_dark="none",
|
| 100 |
+
input_shadow_focus="none",
|
| 101 |
+
input_shadow_focus_dark="none",
|
| 102 |
+
input_text_color="#111111",
|
| 103 |
+
input_text_color_dark="#e8e8e8",
|
| 104 |
+
input_placeholder_color="#999999",
|
| 105 |
+
input_placeholder_color_dark="#666666",
|
| 106 |
+
input_padding="10px 12px",
|
| 107 |
+
|
| 108 |
+
# ββ Primary button βββββββββββββββββββββββββββββββββββββββββββββββ
|
| 109 |
+
button_primary_background_fill="#111111",
|
| 110 |
+
button_primary_background_fill_dark="#e8e8e8",
|
| 111 |
+
button_primary_background_fill_hover="#333333",
|
| 112 |
+
button_primary_background_fill_hover_dark="#ffffff",
|
| 113 |
+
button_primary_text_color="#ffffff",
|
| 114 |
+
button_primary_text_color_dark="#111111",
|
| 115 |
+
button_primary_text_color_hover="#ffffff",
|
| 116 |
+
button_primary_text_color_hover_dark="#111111",
|
| 117 |
+
button_primary_border_color="#111111",
|
| 118 |
+
button_primary_border_color_dark="#e8e8e8",
|
| 119 |
button_primary_shadow="none",
|
| 120 |
+
button_primary_shadow_dark="none",
|
| 121 |
+
button_primary_shadow_hover="none",
|
| 122 |
+
button_primary_shadow_hover_dark="none",
|
| 123 |
|
| 124 |
+
# ββ Secondary button βββββββββββββββββββββββββββββββββββββββββββββ
|
| 125 |
+
button_secondary_background_fill="#ffffff",
|
|
|
|
| 126 |
button_secondary_background_fill_dark="#1a1a1a",
|
| 127 |
+
button_secondary_background_fill_hover="#f0f0f0",
|
| 128 |
button_secondary_background_fill_hover_dark="#2a2a2a",
|
| 129 |
+
button_secondary_text_color="#111111",
|
| 130 |
+
button_secondary_text_color_dark="#e8e8e8",
|
| 131 |
+
button_secondary_text_color_hover="#111111",
|
| 132 |
+
button_secondary_text_color_hover_dark="#ffffff",
|
| 133 |
+
button_secondary_border_color="#c0c0c0",
|
| 134 |
+
button_secondary_border_color_dark="#3a3a3a",
|
| 135 |
+
button_secondary_shadow="none",
|
| 136 |
+
button_secondary_shadow_dark="none",
|
| 137 |
+
|
| 138 |
+
# ββ Cancel button ββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 139 |
+
button_cancel_background_fill="#ffffff",
|
| 140 |
+
button_cancel_background_fill_dark="#1a1a1a",
|
| 141 |
+
button_cancel_text_color="#111111",
|
| 142 |
+
button_cancel_text_color_dark="#e8e8e8",
|
| 143 |
+
button_cancel_border_color="#c0c0c0",
|
| 144 |
+
button_cancel_border_color_dark="#3a3a3a",
|
| 145 |
+
|
| 146 |
+
# ββ Button sizing ββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 147 |
+
button_large_padding="10px 20px",
|
| 148 |
+
button_small_padding="6px 12px",
|
| 149 |
+
button_large_text_size="14px",
|
| 150 |
+
button_small_text_size="12px",
|
| 151 |
+
button_large_text_weight="600",
|
| 152 |
+
button_small_text_weight="500",
|
| 153 |
+
|
| 154 |
+
# ββ Slider βββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 155 |
+
slider_color="#111111",
|
| 156 |
+
slider_color_dark="#e8e8e8",
|
| 157 |
+
|
| 158 |
+
# ββ Checkbox / Radio βββββββββββββββββββββββββββββββββββββββββββββ
|
| 159 |
+
checkbox_background_color="#ffffff",
|
| 160 |
+
checkbox_background_color_dark="#1a1a1a",
|
| 161 |
+
checkbox_background_color_selected="#111111",
|
| 162 |
+
checkbox_background_color_selected_dark="#e8e8e8",
|
| 163 |
+
checkbox_border_color="#c0c0c0",
|
| 164 |
checkbox_border_color_dark="#3a3a3a",
|
| 165 |
+
checkbox_border_color_focus="#555555",
|
| 166 |
+
checkbox_border_color_focus_dark="#888888",
|
| 167 |
+
checkbox_border_color_selected="#111111",
|
| 168 |
+
checkbox_border_color_selected_dark="#e8e8e8",
|
| 169 |
+
checkbox_label_text_color="#111111",
|
| 170 |
+
checkbox_label_text_color_dark="#e8e8e8",
|
| 171 |
+
checkbox_label_background_fill="#ffffff",
|
| 172 |
+
checkbox_label_background_fill_dark="#1a1a1a",
|
| 173 |
+
checkbox_label_background_fill_selected="#f5f5f5",
|
| 174 |
+
checkbox_label_background_fill_selected_dark="#222222",
|
| 175 |
+
|
| 176 |
+
# ββ Accordion ββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 177 |
+
accordion_text_color="#111111",
|
| 178 |
+
accordion_text_color_dark="#e8e8e8",
|
| 179 |
+
|
| 180 |
+
# ββ Table ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 181 |
+
table_border_color="#d0d0d0",
|
| 182 |
+
table_border_color_dark="#2e2e2e",
|
| 183 |
+
table_odd_background_fill="#fafafa",
|
| 184 |
+
table_odd_background_fill_dark="#161616",
|
| 185 |
+
table_even_background_fill="#ffffff",
|
| 186 |
+
table_even_background_fill_dark="#1a1a1a",
|
| 187 |
+
table_row_focus="#f0f0f0",
|
| 188 |
+
table_row_focus_dark="#222222",
|
| 189 |
+
|
| 190 |
+
# ββ Shadow tokens ββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 191 |
+
shadow_drop="none",
|
| 192 |
+
shadow_drop_lg="none",
|
| 193 |
+
shadow_inset="none",
|
| 194 |
+
|
| 195 |
+
# ββ Miscellaneous ββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 196 |
+
color_accent_soft="#f0f0f0",
|
| 197 |
+
color_accent_soft_dark="#1e1e1e",
|
| 198 |
+
link_text_color="#111111",
|
| 199 |
+
link_text_color_dark="#e8e8e8",
|
| 200 |
+
link_text_color_hover="#444444",
|
| 201 |
+
link_text_color_hover_dark="#ffffff",
|
| 202 |
+
link_text_color_active="#000000",
|
| 203 |
+
link_text_color_active_dark="#ffffff",
|
| 204 |
+
link_text_color_visited="#555555",
|
| 205 |
+
link_text_color_visited_dark="#aaaaaa",
|
| 206 |
)
|
| 207 |
|
| 208 |
|
| 209 |
+
minimal_theme = MinimalTheme()
|
| 210 |
|
| 211 |
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
|
| 212 |
|
|
|
|
| 222 |
dtype = torch.bfloat16
|
| 223 |
|
| 224 |
pipe = QwenImageEditPlusPipeline.from_pretrained(
|
| 225 |
+
"FireRedTeam/FireRed-Image-Edit-1.1",
|
| 226 |
transformer=QwenImageTransformer2DModel.from_pretrained(
|
| 227 |
"prithivMLmods/Qwen-Image-Edit-Rapid-AIO-V19",
|
| 228 |
torch_dtype=dtype,
|
|
|
|
| 239 |
|
| 240 |
MAX_SEED = np.iinfo(np.int32).max
|
| 241 |
|
| 242 |
+
|
| 243 |
def update_dimensions_on_upload(image):
|
| 244 |
if image is None:
|
| 245 |
return 1024, 1024
|
|
|
|
| 260 |
|
| 261 |
return new_width, new_height
|
| 262 |
|
| 263 |
+
|
| 264 |
+
@spaces.GPU
|
| 265 |
def infer(
|
| 266 |
images,
|
| 267 |
prompt,
|
|
|
|
| 303 |
seed = random.randint(0, MAX_SEED)
|
| 304 |
|
| 305 |
generator = torch.Generator(device=device).manual_seed(seed)
|
| 306 |
+
negative_prompt = (
|
| 307 |
+
"worst quality, low quality, bad anatomy, bad hands, text, error, "
|
| 308 |
+
"missing fingers, extra digit, fewer digits, cropped, jpeg artifacts, "
|
| 309 |
+
"signature, watermark, username, blurry"
|
| 310 |
+
)
|
| 311 |
|
| 312 |
width, height = update_dimensions_on_upload(pil_images[0])
|
| 313 |
|
|
|
|
| 331 |
gc.collect()
|
| 332 |
torch.cuda.empty_cache()
|
| 333 |
|
| 334 |
+
|
| 335 |
+
@spaces.GPU
|
| 336 |
def infer_example(images, prompt):
|
| 337 |
if not images:
|
| 338 |
return None, 0
|
|
|
|
| 352 |
)
|
| 353 |
return result, seed
|
| 354 |
|
| 355 |
+
|
| 356 |
css = """
|
| 357 |
+
/* ββ Reset all border-radius to zero βββββββββββββββββββββββββββ */
|
| 358 |
+
*, *::before, *::after {
|
| 359 |
+
border-radius: 0 !important;
|
| 360 |
+
}
|
| 361 |
+
|
| 362 |
+
/* ββ Page layout βββββββββββββββββββββββββββββββββββββββββββββββ */
|
| 363 |
#col-container {
|
| 364 |
margin: 0 auto;
|
| 365 |
+
max-width: 1020px;
|
| 366 |
+
padding: 24px 16px;
|
| 367 |
}
|
|
|
|
| 368 |
|
| 369 |
+
/* ββ Title βββββββββββββββββββββββββββββββββββββββββββββββββββββ */
|
| 370 |
+
#main-title h1 {
|
| 371 |
+
font-size: 1.6em !important;
|
| 372 |
+
font-weight: 700 !important;
|
| 373 |
+
letter-spacing: -0.02em;
|
| 374 |
+
margin-bottom: 4px !important;
|
| 375 |
+
}
|
| 376 |
+
|
| 377 |
+
#main-title h1 a {
|
| 378 |
+
color: inherit !important;
|
| 379 |
+
text-decoration: none;
|
| 380 |
+
border-bottom: 2px solid currentColor;
|
| 381 |
+
}
|
| 382 |
+
|
| 383 |
+
/* ββ Subtitle ββββββββββββββββββββββββββββββββββββββββββββββββββ */
|
| 384 |
+
#subtitle p {
|
| 385 |
+
font-size: 0.88em !important;
|
| 386 |
+
opacity: 0.6;
|
| 387 |
+
margin-top: 0 !important;
|
| 388 |
+
}
|
| 389 |
+
|
| 390 |
+
/* ββ Divider βββββββββββββββββββββββββββββββββββββββββββββββββββ */
|
| 391 |
+
#divider {
|
| 392 |
+
border: none;
|
| 393 |
+
border-top: 1px solid #d0d0d0;
|
| 394 |
+
margin: 16px 0 20px;
|
| 395 |
+
}
|
| 396 |
+
|
| 397 |
+
/* ββ Gallery upload area βββββββββββββββββββββββββββββββββββββββ */
|
| 398 |
+
.gallery-upload .wrap {
|
| 399 |
+
border: 1px dashed #c0c0c0 !important;
|
| 400 |
+
background: transparent !important;
|
| 401 |
+
}
|
| 402 |
+
|
| 403 |
+
/* ββ Run button ββββββββββββββββββββββββββββββββββββββββββββββββ */
|
| 404 |
+
#run-btn {
|
| 405 |
+
width: 100%;
|
| 406 |
+
font-size: 14px !important;
|
| 407 |
+
font-weight: 600 !important;
|
| 408 |
+
letter-spacing: 0.04em;
|
| 409 |
+
text-transform: uppercase;
|
| 410 |
+
padding: 12px !important;
|
| 411 |
+
margin-top: 8px;
|
| 412 |
+
border: none !important;
|
| 413 |
+
}
|
| 414 |
+
|
| 415 |
+
/* ββ Output image ββββββββββββββββββββββββββββββββββββββββββββββ */
|
| 416 |
+
#output-image {
|
| 417 |
+
border: 1px solid #d0d0d0 !important;
|
| 418 |
+
}
|
| 419 |
+
|
| 420 |
+
/* ββ Examples table ββββββββββββββββββββββββββββββββββββββββββββ */
|
| 421 |
+
.examples-holder table {
|
| 422 |
+
border-collapse: collapse !important;
|
| 423 |
+
}
|
| 424 |
+
|
| 425 |
+
.examples-holder td,
|
| 426 |
+
.examples-holder th {
|
| 427 |
+
border: 1px solid #d0d0d0 !important;
|
| 428 |
+
padding: 8px 12px !important;
|
| 429 |
+
font-size: 0.84em !important;
|
| 430 |
+
}
|
| 431 |
+
|
| 432 |
+
/* ββ Footer note βββββββββββββββββββββββββββββββββββββββββββββββ */
|
| 433 |
+
#footer-note p {
|
| 434 |
+
font-size: 0.78em !important;
|
| 435 |
+
opacity: 0.45;
|
| 436 |
+
margin-top: 20px !important;
|
| 437 |
+
}
|
| 438 |
+
|
| 439 |
+
/* ββ Dark-mode overrides βββββββββββββββββββββββββββββββββββββββ */
|
| 440 |
+
@media (prefers-color-scheme: dark) {
|
| 441 |
+
#divider { border-top-color: #2e2e2e; }
|
| 442 |
+
|
| 443 |
+
.gallery-upload .wrap {
|
| 444 |
+
border-color: #3a3a3a !important;
|
| 445 |
+
}
|
| 446 |
+
|
| 447 |
+
#output-image {
|
| 448 |
+
border-color: #2e2e2e !important;
|
| 449 |
+
}
|
| 450 |
+
|
| 451 |
+
.examples-holder td,
|
| 452 |
+
.examples-holder th {
|
| 453 |
+
border-color: #2e2e2e !important;
|
| 454 |
+
}
|
| 455 |
}
|
| 456 |
"""
|
| 457 |
|
| 458 |
+
with gr.Blocks(theme=minimal_theme, css=css) as demo:
|
| 459 |
with gr.Column(elem_id="col-container"):
|
|
|
|
|
|
|
| 460 |
|
| 461 |
+
# ββ Header ββββββββββββββββββββοΏ½οΏ½βββββββββββββββββββββββββββββββββββββ
|
| 462 |
+
gr.Markdown(
|
| 463 |
+
"# **FireRed-Image-Edit Β· [v1.1](https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.1)**",
|
| 464 |
+
elem_id="main-title"
|
| 465 |
+
)
|
| 466 |
+
gr.Markdown(
|
| 467 |
+
"Fast 4-step image editing powered by "
|
| 468 |
+
"[FireRed-Image-Edit-1.0](https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.0) Β· "
|
| 469 |
+
"[GitHub](https://github.com/PRITHIVSAKTHIUR/FireRed-Image-Edit-1.0-Fast)",
|
| 470 |
+
elem_id="subtitle"
|
| 471 |
+
)
|
| 472 |
+
gr.HTML("<hr id='divider'>")
|
| 473 |
+
|
| 474 |
+
# ββ Main row βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 475 |
+
with gr.Row(equal_height=False, variant="panel"):
|
| 476 |
+
|
| 477 |
+
# Left column β inputs
|
| 478 |
+
with gr.Column(scale=1, min_width=320):
|
| 479 |
images = gr.Gallery(
|
| 480 |
+
label="Input Images",
|
|
|
|
| 481 |
type="filepath",
|
| 482 |
columns=2,
|
| 483 |
rows=1,
|
| 484 |
+
height=280,
|
| 485 |
+
allow_preview=True,
|
| 486 |
+
elem_classes=["gallery-upload"],
|
| 487 |
)
|
| 488 |
|
| 489 |
+
prompt = gr.Textbox(
|
| 490 |
+
label="Edit Instruction",
|
| 491 |
+
placeholder="e.g. convert to anime style, change background to forestβ¦",
|
| 492 |
+
max_lines=3,
|
| 493 |
+
lines=2,
|
| 494 |
)
|
| 495 |
|
| 496 |
+
run_button = gr.Button(
|
| 497 |
+
"βΆ Run Edit",
|
| 498 |
+
variant="primary",
|
| 499 |
+
elem_id="run-btn",
|
| 500 |
+
)
|
| 501 |
|
| 502 |
+
with gr.Accordion("Advanced Settings", open=False):
|
| 503 |
+
seed = gr.Slider(
|
| 504 |
+
label="Seed",
|
| 505 |
+
minimum=0,
|
| 506 |
+
maximum=MAX_SEED,
|
| 507 |
+
step=1,
|
| 508 |
+
value=0,
|
| 509 |
+
)
|
| 510 |
+
randomize_seed = gr.Checkbox(
|
| 511 |
+
label="Randomize seed",
|
| 512 |
+
value=True,
|
| 513 |
+
)
|
| 514 |
+
guidance_scale = gr.Slider(
|
| 515 |
+
label="Guidance Scale",
|
| 516 |
+
minimum=1.0,
|
| 517 |
+
maximum=10.0,
|
| 518 |
+
step=0.1,
|
| 519 |
+
value=1.0,
|
| 520 |
+
)
|
| 521 |
+
steps = gr.Slider(
|
| 522 |
+
label="Inference Steps",
|
| 523 |
+
minimum=1,
|
| 524 |
+
maximum=50,
|
| 525 |
+
step=1,
|
| 526 |
+
value=4,
|
| 527 |
+
)
|
| 528 |
+
|
| 529 |
+
# Right column β output
|
| 530 |
+
with gr.Column(scale=1, min_width=320):
|
| 531 |
+
output_image = gr.Image(
|
| 532 |
+
label="Result",
|
| 533 |
+
interactive=False,
|
| 534 |
+
format="png",
|
| 535 |
+
height=430,
|
| 536 |
+
elem_id="output-image",
|
| 537 |
+
)
|
| 538 |
|
| 539 |
+
# ββ Examples βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 540 |
gr.Examples(
|
| 541 |
examples=[
|
| 542 |
+
[
|
| 543 |
+
["examples/1.jpg"],
|
| 544 |
+
"cinematic polaroid with soft grain subtle vignette gentle lighting "
|
| 545 |
+
"white frame handwritten photographed 'Fire-Edit' preserving realistic "
|
| 546 |
+
"texture and details.",
|
| 547 |
+
],
|
| 548 |
+
[
|
| 549 |
+
["examples/2.jpg"],
|
| 550 |
+
"Transform the image into a dotted cartoon style.",
|
| 551 |
+
],
|
| 552 |
+
[
|
| 553 |
+
["examples/3.jpeg"],
|
| 554 |
+
"Convert it to black and white.",
|
| 555 |
+
],
|
| 556 |
+
[
|
| 557 |
+
["examples/4.jpg", "examples/5.jpg"],
|
| 558 |
+
"Replace her glasses with the new glasses from image 1.",
|
| 559 |
+
],
|
| 560 |
+
[
|
| 561 |
+
["examples/8.jpg", "examples/9.png"],
|
| 562 |
+
"Replace the current clothing with the clothing from the reference "
|
| 563 |
+
"image 2. Keep the person's face, hairstyle, body pose, background, "
|
| 564 |
+
"lighting, and camera angle unchanged. Ensure the new outfit fits "
|
| 565 |
+
"naturally with realistic fabric texture, proper shadows, folds, and "
|
| 566 |
+
"accurate proportions. Match the lighting, color tone, and overall "
|
| 567 |
+
"style for a seamless and high-quality result.",
|
| 568 |
+
],
|
| 569 |
+
[
|
| 570 |
+
["examples/10.jpg", "examples/11.png"],
|
| 571 |
+
"Replace the current clothing with the clothing from the reference "
|
| 572 |
+
"image 2. Keep the person's face, hairstyle, body pose, background, "
|
| 573 |
+
"lighting, and camera angle unchanged. Ensure the new outfit fits "
|
| 574 |
+
"naturally with realistic fabric texture, proper shadows, folds, and "
|
| 575 |
+
"accurate proportions. Match the lighting, color tone, and overall "
|
| 576 |
+
"style for a seamless and high-quality result.",
|
| 577 |
+
],
|
| 578 |
],
|
| 579 |
inputs=[images, prompt],
|
| 580 |
outputs=[output_image, seed],
|
| 581 |
fn=infer_example,
|
| 582 |
cache_examples=False,
|
| 583 |
+
label="Examples",
|
| 584 |
+
elem_id="examples-holder",
|
| 585 |
)
|
| 586 |
|
| 587 |
+
gr.Markdown(
|
| 588 |
+
"[*](https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.0) "
|
| 589 |
+
"Experimental space β results may vary.",
|
| 590 |
+
elem_id="footer-note",
|
| 591 |
+
)
|
| 592 |
|
| 593 |
+
# ββ Event binding βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 594 |
run_button.click(
|
| 595 |
fn=infer,
|
| 596 |
inputs=[images, prompt, seed, randomize_seed, guidance_scale, steps],
|
| 597 |
+
outputs=[output_image, seed],
|
| 598 |
)
|
| 599 |
|
| 600 |
if __name__ == "__main__":
|
| 601 |
+
demo.queue(max_size=30).launch(
|
| 602 |
+
theme=minimal_theme,
|
| 603 |
+
css=css,
|
| 604 |
+
mcp_server=True,
|
| 605 |
+
ssr_mode=False,
|
| 606 |
+
show_error=True,
|
| 607 |
+
)
|