AP123 commited on
Commit
6b6da24
1 Parent(s): 82eeea1

update app.py (#1)

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- update app.py (6c3cf444d1d2ffe06f3dd1d8c90d4983b317df90)

Files changed (1) hide show
  1. app.py +251 -20
app.py CHANGED
@@ -73,6 +73,93 @@ DEFAULTS = {
73
  "Turbo": {"steps": 8, "guidance": 0.0},
74
  }
75
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
76
 
77
  def _duration(prompt, negative_prompt, model, steps, guidance, width, height, seed, randomize, progress=None):
78
  return int(steps) * 2 + 25
@@ -91,6 +178,8 @@ def generate(
91
  randomize,
92
  progress=gr.Progress(track_tqdm=True),
93
  ):
 
 
94
  if randomize:
95
  seed = random.randint(0, MAX_SEED)
96
  seed = int(seed)
@@ -117,29 +206,171 @@ def on_model_change(model):
117
  )
118
 
119
 
120
- with gr.Blocks() as demo:
121
- gr.Markdown("# Krea 2\nText-to-image with **Krea 2 Raw** (CFG) and **Krea 2 Turbo** (distilled, few-step).")
122
- with gr.Row():
123
- with gr.Column():
124
- prompt = gr.Textbox(label="Prompt", lines=3, placeholder="a fox in the snow")
125
- model = gr.Radio(["Raw", "Turbo"], value="Turbo", label="Model")
126
- run = gr.Button("Generate", variant="primary")
127
- with gr.Accordion("Advanced", open=False):
128
- negative_prompt = gr.Textbox(label="Negative prompt", lines=1, interactive=False)
129
- steps = gr.Slider(1, 50, value=8, step=1, label="Steps")
130
- guidance = gr.Slider(0.0, 10.0, value=0.0, step=0.1, label="Guidance scale")
131
- with gr.Row():
132
- width = gr.Slider(512, 1536, value=1024, step=16, label="Width")
133
- height = gr.Slider(512, 1536, value=1024, step=16, label="Height")
134
- with gr.Row():
135
- seed = gr.Slider(0, MAX_SEED, value=0, step=1, label="Seed")
136
- randomize = gr.Checkbox(value=True, label="Randomize seed")
137
- with gr.Column():
138
- output = gr.Image(label="Result", format="png")
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
139
 
140
  model.change(on_model_change, model, [steps, guidance, negative_prompt])
 
 
141
  inputs = [prompt, negative_prompt, model, steps, guidance, width, height, seed, randomize]
142
  run.click(generate, inputs, [output, seed])
143
  prompt.submit(generate, inputs, [output, seed])
144
 
145
- demo.launch()
 
73
  "Turbo": {"steps": 8, "guidance": 0.0},
74
  }
75
 
76
+ # Resolution presets. The prompt guide notes Turbo renders up to 2K and every
77
+ # official sample is generated at 2K, so the presets default users toward it.
78
+ RESOLUTIONS = {
79
+ "Square 路 1024": (1024, 1024),
80
+ "Square 路 2K": (2048, 2048),
81
+ "Portrait 路 2K": (1536, 2048),
82
+ "Landscape 路 2K": (2048, 1536),
83
+ }
84
+
85
+ PROMPT_TIPS = """\
86
+ Krea 2 is tuned for natural language. Describe the image the way you would describe it to a person.
87
+
88
+ - Write in full sentences or rich phrases. Longer, more specific prompts give the best results, but short prompts work too.
89
+ - Name the things that matter: subject, setting, lighting, color, framing, medium, and mood.
90
+ - To render text in the image, wrap the words in quotes, for example: a storefront window with a neon sign that reads "open late".
91
+ - Turbo renders up to 2K. The example prompts below are all 2K.
92
+
93
+ Want help writing longer prompts? An `expansion.txt` system prompt is provided in the [model repo](https://huggingface.co/krea/Krea-2-Turbo) for use with any LLM.
94
+ """
95
+
96
+ # Drawn from the official Krea 2 prompt guide. These demonstrate the
97
+ # detailed, natural-language style the model rewards.
98
+ EXAMPLE_PROMPTS = [
99
+ ["immense rocket launch exhaust as seen from extremely close up"],
100
+ [
101
+ "3D rendered matte black designer toy figure, stylized round anthropomorphic shape, "
102
+ "backward black baseball cap, oversized gold-rimmed aviator sunglasses, white traditional "
103
+ "line-art tattoos of tiger and bird on torso, black studded belt with gold buckle, smooth "
104
+ "vinyl texture, studio lighting, solid vibrant blue background, high contrast minimal composition"
105
+ ],
106
+ [
107
+ "A tiny, russet-brown harvest mouse clings to a slender diagonal branch amid vibrant green "
108
+ "lobed leaves and small round buds. The mouse has soft textured fur, glossy black eyes, a pink "
109
+ "nose, fine whiskers, and delicate pink paws firmly gripping the wood. In this macro photograph, "
110
+ "an extremely shallow depth of field sharply focuses on the animal's face. The deep green "
111
+ "background dissolves into a smooth, creamy bokeh, illuminated by soft, diffused natural lighting "
112
+ "that highlights the intricate details of the fur and foliage."
113
+ ],
114
+ [
115
+ "high-fashion editorial portrait of a young East Asian woman, short choppy platinum blonde bob "
116
+ "with heavy bangs, looking over her bare shoulder to the right, lips playfully pursed, wearing a "
117
+ "structured black top with an architectural protruding bust detail and thin straps, delicate gold "
118
+ "hoop earrings, arm bent with hand resting on hip, warm skin tones, solid striking crimson red "
119
+ "background, soft directional studio lighting, cinematic color palette, medium close-up shot"
120
+ ],
121
+ [
122
+ "A minimalist flat-color illustration of a person wading through expansive shallow ocean waves "
123
+ "beneath a pale peach sky. The dark-skinned figure, wearing an orange swim cap, light blue top, and "
124
+ "bright green shorts, steps carefully through knee-deep water. The ocean is rendered in muted mint "
125
+ "green with delicate, thin black linework detailing the continuous ripples and gentle whitecaps. "
126
+ "Soft pinkish-peach reflections echo the sky on the water's surface. The high-angle wide perspective "
127
+ "emphasizes the vast negative space of the water, utilizing a clean ligne claire drawing aesthetic "
128
+ "with a subtle paper texture."
129
+ ],
130
+ [
131
+ "A surreal retro-futuristic space scene features liquid chrome forming an abstract face merging "
132
+ "with a glowing planetary horizon. The foreground is dominated by swirling, highly reflective "
133
+ "metallic fluid that distorts into a stylized, melting facial profile with deep shadows and bright "
134
+ "silver highlights. This undulating chrome form rests against the curved, atmospheric edge of a "
135
+ "massive planet bathed in a soft electric blue and purple glow. Set against a deep black starfield, "
136
+ "the artwork employs a vintage 1980s airbrush aesthetic with smooth gradients, ethereal lighting, "
137
+ "and high-contrast metallic rendering."
138
+ ],
139
+ [
140
+ "Stylized digital painting of a menacing jester figure rendered with bold, expressive brushstrokes "
141
+ "and a vibrant, almost psychedelic color palette against a pitch-black background. Dynamic low-angle "
142
+ "perspective forces a dramatic, imposing composition as the character leans forward, one leg raised "
143
+ "high. The jester wears a classic multi-pointed hat with bells, a ruffled collar, and striped tights "
144
+ "in alternating shades of purple, blue, and chartreuse. The figure's face is a smooth, faceless, pale "
145
+ "mauve mask with a single glowing white point of light at the center, and it grips a massive ornate "
146
+ "sword with a glowing ethereal white blade. Theatrical lighting, dark fantasy concept-art aesthetic."
147
+ ],
148
+ [
149
+ "A close-up portrait of a young East Asian woman with straight black hair, loose strands sweeping "
150
+ "across her fair skin, and an intense gaze. She wears a light grey collared shirt with a black tie. "
151
+ "A vibrant bouquet of pink and orange lilies with lush green leaves sits in the blurred right "
152
+ "foreground. The background is a solid, striking crimson red. Soft, directional studio lighting "
153
+ "highlights her facial features, creating a high-contrast composition with a shallow depth of field."
154
+ ],
155
+ ]
156
+
157
+ PLACEHOLDER = (
158
+ "Describe your image in natural language. e.g. a russet harvest mouse clinging to a "
159
+ 'branch, macro photograph, shallow depth of field, creamy green bokeh, soft natural light. '
160
+ 'Wrap words in "quotes" to render them as text.'
161
+ )
162
+
163
 
164
  def _duration(prompt, negative_prompt, model, steps, guidance, width, height, seed, randomize, progress=None):
165
  return int(steps) * 2 + 25
 
178
  randomize,
179
  progress=gr.Progress(track_tqdm=True),
180
  ):
181
+ if not prompt or not prompt.strip():
182
+ raise gr.Error("Enter a prompt to generate an image.")
183
  if randomize:
184
  seed = random.randint(0, MAX_SEED)
185
  seed = int(seed)
 
206
  )
207
 
208
 
209
+ def on_resolution_change(label):
210
+ w, h = RESOLUTIONS[label]
211
+ return gr.update(value=w), gr.update(value=h)
212
+
213
+
214
+ # Krea brand identity: neutral grayscale foundation with a single blue action
215
+ # accent (krea.ai/press). Dark surfaces, mono utility type, accent reserved for
216
+ # the primary action and focus states.
217
+ KREA_ACCENT = "#2b5cff"
218
+
219
+ theme = gr.themes.Base(
220
+ primary_hue=gr.themes.colors.blue,
221
+ neutral_hue=gr.themes.colors.neutral,
222
+ font=[gr.themes.GoogleFont("Inter"), "ui-sans-serif", "system-ui", "sans-serif"],
223
+ font_mono=[gr.themes.GoogleFont("JetBrains Mono"), "ui-monospace", "monospace"],
224
+ ).set(
225
+ body_background_fill="#000000",
226
+ body_background_fill_dark="#000000",
227
+ body_text_color="#f5f5f5",
228
+ background_fill_primary="#0d0d0d",
229
+ background_fill_secondary="#0d0d0d",
230
+ block_background_fill="#0d0d0d",
231
+ block_border_color="#262626",
232
+ block_border_width="1px",
233
+ block_label_background_fill="#0d0d0d",
234
+ block_label_text_color="#737373",
235
+ block_title_text_color="#d4d4d5",
236
+ border_color_primary="#262626",
237
+ input_background_fill="#000000",
238
+ input_border_color="#262626",
239
+ input_border_color_focus=KREA_ACCENT,
240
+ button_primary_background_fill=KREA_ACCENT,
241
+ button_primary_background_fill_hover="#1f4fff",
242
+ button_primary_text_color="#ffffff",
243
+ button_primary_border_color=KREA_ACCENT,
244
+ button_secondary_background_fill="#171717",
245
+ button_secondary_background_fill_hover="#262626",
246
+ button_secondary_text_color="#f5f5f5",
247
+ button_secondary_border_color="#262626",
248
+ slider_color=KREA_ACCENT,
249
+ )
250
+
251
+ CSS = """
252
+ .gradio-container { background: #000 !important; }
253
+ #page { max-width: 1120px; margin: 0 auto; padding: 4px 8px 32px; }
254
+
255
+ #krea-header {
256
+ padding: 32px 6px 22px;
257
+ border-bottom: 1px solid #1a1a1a;
258
+ margin-bottom: 22px;
259
+ }
260
+ #krea-header .eyebrow {
261
+ font-family: 'JetBrains Mono', ui-monospace, monospace;
262
+ font-size: 11px;
263
+ letter-spacing: 0.24em;
264
+ text-transform: uppercase;
265
+ color: #737373;
266
+ }
267
+ #krea-header h1 {
268
+ font-size: 42px;
269
+ font-weight: 600;
270
+ letter-spacing: -0.025em;
271
+ line-height: 1.05;
272
+ margin: 10px 0 6px;
273
+ color: #fff;
274
+ }
275
+ #krea-header .subtitle {
276
+ font-size: 15px;
277
+ line-height: 1.5;
278
+ color: #a3a3a3;
279
+ margin: 0;
280
+ max-width: 60ch;
281
+ }
282
+ #krea-header .badges { margin-top: 14px; display: flex; gap: 8px; }
283
+ #krea-header .badge {
284
+ font-family: 'JetBrains Mono', ui-monospace, monospace;
285
+ font-size: 10px;
286
+ letter-spacing: 0.12em;
287
+ text-transform: uppercase;
288
+ color: #d4d4d5;
289
+ border: 1px solid #262626;
290
+ border-radius: 999px;
291
+ padding: 4px 10px;
292
+ }
293
+
294
+ /* Mono utility type for control labels keeps the technical, tool-like register. */
295
+ .panel .block .gr-form label span,
296
+ .panel span[data-testid="block-info"] { letter-spacing: 0.01em; }
297
+
298
+ #generate-btn { font-weight: 600; letter-spacing: 0.01em; }
299
+
300
+ #result-image { min-height: 420px; border-radius: 10px; overflow: hidden; }
301
+
302
+ footer { display: none !important; }
303
+ .gradio-container .prose a { color: """ + KREA_ACCENT + """; }
304
+ """
305
+
306
+ with gr.Blocks(theme=theme, css=CSS, title="Krea 2", fill_height=True) as demo:
307
+ with gr.Column(elem_id="page"):
308
+ gr.HTML(
309
+ """
310
+ <header id="krea-header">
311
+ <div class="eyebrow">KREA 路 TEXT-TO-IMAGE</div>
312
+ <h1>Krea 2</h1>
313
+ <p class="subtitle">Generate images from natural language. Pick Raw for CFG-guided control or Turbo for fast, few-step results up to 2K.</p>
314
+ <div class="badges">
315
+ <span class="badge">Raw 路 CFG</span>
316
+ <span class="badge">Turbo 路 few-step</span>
317
+ </div>
318
+ </header>
319
+ """
320
+ )
321
+
322
+ with gr.Row(equal_height=False):
323
+ with gr.Column(scale=5, elem_classes="panel"):
324
+ prompt = gr.Textbox(
325
+ label="Prompt",
326
+ lines=4,
327
+ placeholder=PLACEHOLDER,
328
+ show_label=True,
329
+ autofocus=True,
330
+ )
331
+ model = gr.Radio(["Turbo", "Raw"], value="Turbo", label="Model")
332
+ run = gr.Button("Generate", variant="primary", elem_id="generate-btn")
333
+
334
+ with gr.Accordion("Prompting tips", open=False):
335
+ gr.Markdown(PROMPT_TIPS)
336
+
337
+ resolution = gr.Radio(
338
+ list(RESOLUTIONS.keys()),
339
+ value="Square 路 2K",
340
+ label="Resolution",
341
+ )
342
+
343
+ with gr.Accordion("Advanced", open=False):
344
+ negative_prompt = gr.Textbox(
345
+ label="Negative prompt",
346
+ lines=1,
347
+ interactive=False,
348
+ info="Available with Raw, where guidance is above 0.",
349
+ )
350
+ steps = gr.Slider(1, 50, value=8, step=1, label="Steps")
351
+ guidance = gr.Slider(0.0, 10.0, value=0.0, step=0.1, label="Guidance scale")
352
+ with gr.Row():
353
+ width = gr.Slider(512, 2048, value=2048, step=16, label="Width")
354
+ height = gr.Slider(512, 2048, value=2048, step=16, label="Height")
355
+ with gr.Row():
356
+ seed = gr.Slider(0, MAX_SEED, value=0, step=1, label="Seed")
357
+ randomize = gr.Checkbox(value=True, label="Randomize seed")
358
+
359
+ with gr.Column(scale=6, elem_classes="panel"):
360
+ output = gr.Image(label="Result", format="png", elem_id="result-image")
361
+
362
+ gr.Examples(
363
+ examples=EXAMPLE_PROMPTS,
364
+ inputs=[prompt],
365
+ label="Example prompts",
366
+ examples_per_page=4,
367
+ )
368
 
369
  model.change(on_model_change, model, [steps, guidance, negative_prompt])
370
+ resolution.change(on_resolution_change, resolution, [width, height])
371
+
372
  inputs = [prompt, negative_prompt, model, steps, guidance, width, height, seed, randomize]
373
  run.click(generate, inputs, [output, seed])
374
  prompt.submit(generate, inputs, [output, seed])
375
 
376
+ demo.launch()