ovi054 commited on
Commit
b45a3eb
·
verified ·
1 Parent(s): 753f6ea

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +114 -0
app.py CHANGED
@@ -67,6 +67,120 @@ def infer(prompt, seed=42, randomize_seed=False, width=1024, height=1024, guidan
67
  if lora_id:
68
  pipe.unload_lora_weights()
69
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
70
 
71
 
72
 
 
67
  if lora_id:
68
  pipe.unload_lora_weights()
69
 
70
+ examples = [
71
+ "a tiny astronaut hatching from an egg on the moon",
72
+ "a cat holding a sign that says hello world",
73
+ "an anime illustration of a wiener schnitzel",
74
+ ]
75
+
76
+ css="""
77
+ #col-container {
78
+ margin: 0 auto;
79
+ max-width: 520px;
80
+ }
81
+ """
82
+
83
+ with gr.Blocks(css=css) as demo:
84
+
85
+ with gr.Column(elem_id="col-container"):
86
+ gr.Markdown(f"""# FLUX.1 [dev] LoRA
87
+ 12B param rectified flow transformer guidance-distilled from [FLUX.1 [pro]](https://blackforestlabs.ai/)
88
+ [[non-commercial license](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md)] [[blog](https://blackforestlabs.ai/announcing-black-forest-labs/)] [[model](https://huggingface.co/black-forest-labs/FLUX.1-dev)]
89
+ """)
90
+
91
+ with gr.Row():
92
+
93
+ prompt = gr.Text(
94
+ label="Prompt",
95
+ show_label=False,
96
+ max_lines=1,
97
+ placeholder="Enter your prompt",
98
+ container=False,
99
+ )
100
+
101
+ run_button = gr.Button("Run", scale=0)
102
+
103
+ result = gr.Image(label="Result", show_label=False)
104
+
105
+ with gr.Accordion("Advanced Settings", open=False):
106
+
107
+ seed = gr.Slider(
108
+ label="Seed",
109
+ minimum=0,
110
+ maximum=MAX_SEED,
111
+ step=1,
112
+ value=0,
113
+ )
114
+
115
+ randomize_seed = gr.Checkbox(label="Randomize seed", value=True)
116
+
117
+ with gr.Row():
118
+
119
+ width = gr.Slider(
120
+ label="Width",
121
+ minimum=256,
122
+ maximum=MAX_IMAGE_SIZE,
123
+ step=8,
124
+ value=1024,
125
+ )
126
+
127
+ height = gr.Slider(
128
+ label="Height",
129
+ minimum=256,
130
+ maximum=MAX_IMAGE_SIZE,
131
+ step=8,
132
+ value=1024,
133
+ )
134
+
135
+ with gr.Row():
136
+
137
+ guidance_scale = gr.Slider(
138
+ label="Guidance Scale",
139
+ minimum=1,
140
+ maximum=15,
141
+ step=0.1,
142
+ value=3.5,
143
+ )
144
+
145
+ num_inference_steps = gr.Slider(
146
+ label="Number of inference steps",
147
+ minimum=1,
148
+ maximum=50,
149
+ step=1,
150
+ value=28,
151
+ )
152
+
153
+ with gr.Row():
154
+ lora_id = gr.Textbox(
155
+ label="LoRA Model ID (HuggingFace path)",
156
+ placeholder="username/lora-model",
157
+ max_lines=1
158
+ )
159
+ lora_scale = gr.Slider(
160
+ label="LoRA Scale",
161
+ minimum=0,
162
+ maximum=2,
163
+ step=0.01,
164
+ value=0.95,
165
+ )
166
+
167
+ gr.Examples(
168
+ examples = examples,
169
+ fn = infer,
170
+ inputs = [prompt],
171
+ outputs = [result, seed],
172
+ cache_examples="lazy"
173
+ )
174
+
175
+ gr.on(
176
+ triggers=[run_button.click, prompt.submit],
177
+ fn = infer,
178
+ inputs = [prompt, seed, randomize_seed, width, height, guidance_scale, num_inference_steps,lora_id,lora_scale],
179
+ outputs = [result, seed]
180
+ )
181
+
182
+ demo.launch()
183
+
184
 
185
 
186