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Running on Zero
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be27524 | 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 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 | import gradio as gr
from functools import partial
NUM_LORAS = 5
LORA_LIST = [
{"image": "https://picsum.photos/seed/1/400/300", "title": "Cinematic Style"},
{"image": "https://picsum.photos/seed/2/400/300", "title": "Anime Style"},
{"image": "https://picsum.photos/seed/3/400/300", "title": "Portrait LoRA"},
{"image": "https://picsum.photos/seed/4/400/300", "title": "Landscape LoRA"},
{"image": "https://picsum.photos/seed/5/400/300", "title": "Sci-Fi Style"}
]
def update_slider_state(val, state, idx):
# state is list of tuples (image_index, scale)
new_state = list(state)
current_image = new_state[idx][0]
new_state[idx] = (current_image, val)
return new_state, f"State Updated: {new_state}"
def remove_lora(state, idx):
new_state = list(state)
new_state[idx] = (None, 1.0) # Reset to default
# Return updates for: global_state, radio, slider, markdown, delete_btn, output_text
return (
new_state, # selected_loras
gr.update(value=None), # radio
gr.update(visible=False, value=1.0), # slider
gr.update(value=""), # markdown
gr.update(visible=False), # delete_btn
f"State Updated: {new_state}" # output
)
def get_selection(evt: gr.SelectData, *args):
# args: radios (N) + scales (N) + mds (N) + selected_loras (1) + gallery (1)
num_radios = NUM_LORAS
radio_vals = args[:num_radios]
scale_vals = args[num_radios:num_radios*2]
md_vals = args[num_radios*2:num_radios*3]
current_state = args[-2]
gallery_val = args[-1]
selected_val = next((val for val in radio_vals if val is not None), None)
# Identify index of selected radio
selected_index = -1
for i, val in enumerate(radio_vals):
if val is not None:
selected_index = i
break
# Prepare outputs: [output_text] + [md_0_update, ...] + [selected_loras_update] + [scale_0_update, ...] + [del_btn_0_update, ...] + [thumb_0_update, ...]
md_updates = [gr.update() for _ in range(num_radios)]
scale_updates = [gr.update() for _ in range(num_radios)]
del_btn_updates = [gr.update() for _ in range(num_radios)]
new_state = current_state
selected_image_info = ""
if selected_index != -1:
# Get LoRA details
lora = LORA_LIST[evt.index]
lora_name = lora["title"]
lora_image = lora["image"]
# Update specific markdown with image and name
selected_image_info = f"Selected LoRA: {lora_name}"
markdown_content = f"<img src='{lora_image}' style='height:100px; display:block; margin-bottom:10px;' />\n\n**{lora_name}**"
md_updates[selected_index] = gr.update(value=markdown_content)
scale_updates[selected_index] = gr.update(visible=True)
del_btn_updates[selected_index] = gr.update(visible=True)
# Update state for this column: (image_index, scale)
new_state = list(current_state)
new_state[selected_index] = (evt.index, scale_vals[selected_index])
return [f"Selected Radio: {selected_val}. {selected_image_info}. State: {new_state}"] + md_updates + [new_state] + scale_updates + del_btn_updates
def greet(*args):
# args will contain: radio_0_val, radio_1_val, ..., radio_N-1_val, name, intensity
radio_vals = args[:NUM_LORAS]
name = args[-2]
intensity = args[-1]
selected = next((val for val in radio_vals if val is not None), None)
return "Hola, qué tal " + name + "!" * int(intensity) + f". Selected: {selected}"
css = """
.disabled {
pointer-events: none;
opacity: 0.5;
}
"""
with gr.Blocks(css=css) as demo:
selected_loras = gr.State([(None, 1.0)] * NUM_LORAS)
radios = []
scales = []
mds = []
delete_btns = []
with gr.Row():
for i in range(NUM_LORAS):
with gr.Column():
# Each radio has a single choice which is its column number
r = gr.Radio([str(i + 1)], label=f"Option {i + 1}")
radios.append(r)
md = gr.Markdown("")
mds.append(md)
lora_scale = gr.Slider(label="LoRA Scale", minimum=0, maximum=3, step=0.1, value=1.0, interactive=True, visible=False)
scales.append(lora_scale)
del_btn = gr.Button("🗑️", visible=False)
delete_btns.append(del_btn)
name = gr.Textbox(label="Name")
intensity = gr.Slider(label="Intensity", minimum=1, maximum=10, step=1)
output = gr.Textbox(label="Output")
gallery = gr.Gallery(
label="Generated Images",
value=[(item["image"], item["title"]) for item in LORA_LIST],
columns=5,
height="auto",
interactive=False,
allow_preview=False,
elem_classes=["disabled"],
elem_id="gallery"
)
btn = gr.Button("Submit")
btn.click(fn=greet, inputs=radios + [name, intensity], outputs=output)
for i, r in enumerate(radios):
others = radios[:i] + radios[i+1:]
# JS: if val is selected (true), return nulls for all others.
# Otherwise return current values (no change).
js_code = f"(val, ...args) => val ? args.map(_ => null) : args"
r.change(fn=None, inputs=[r] + others, outputs=others, js=js_code)
# JS toggle for gallery class
js_gallery_toggle = "(...args) => { const gallery = document.getElementById('gallery'); const anySelected = args.some(v => v !== null && v !== ''); if (gallery) { if (anySelected) gallery.classList.remove('disabled'); else gallery.classList.add('disabled'); } }"
r.change(fn=None, inputs=radios, outputs=None, js=js_gallery_toggle)
# Bind slider changes separately to ensure all inputs/outputs are available
for i, scale in enumerate(scales):
scale.change(fn=partial(update_slider_state, idx=i), inputs=[scale, selected_loras], outputs=[selected_loras, output])
# Bind delete buttons
for i, del_btn in enumerate(delete_btns):
del_btn.click(
fn=partial(remove_lora, idx=i),
inputs=[selected_loras],
outputs=[selected_loras, radios[i], scales[i], mds[i], del_btn, output]
)
gallery.select(fn=get_selection, inputs=radios + scales + mds + [selected_loras, gallery], outputs=[output] + mds + [selected_loras] + scales + delete_btns)
demo.launch() |