Spaces:
Sleeping
Sleeping
bubbliiiing
commited on
Commit
·
62be1bf
1
Parent(s):
a5c8285
Update Space
Browse files
app.py
ADDED
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import os
|
2 |
+
import sys
|
3 |
+
import time
|
4 |
+
|
5 |
+
import torch
|
6 |
+
|
7 |
+
current_file_path = os.path.abspath(__file__)
|
8 |
+
project_roots = [os.path.dirname(current_file_path), os.path.dirname(os.path.dirname(current_file_path)), os.path.dirname(os.path.dirname(os.path.dirname(current_file_path)))]
|
9 |
+
for project_root in project_roots:
|
10 |
+
sys.path.insert(0, project_root) if project_root not in sys.path else None
|
11 |
+
|
12 |
+
from cogvideox.api.api import (infer_forward_api,
|
13 |
+
update_diffusion_transformer_api,
|
14 |
+
update_edition_api)
|
15 |
+
from cogvideox.ui.controller import flow_scheduler_dict
|
16 |
+
from cogvideox.ui.wan_fun_ui import ui, ui_eas, ui_modelscope
|
17 |
+
|
18 |
+
if __name__ == "__main__":
|
19 |
+
# Choose the ui mode
|
20 |
+
ui_mode = "eas"
|
21 |
+
|
22 |
+
# GPU memory mode, which can be choosen in [model_cpu_offload, model_cpu_offload_and_qfloat8, sequential_cpu_offload].
|
23 |
+
# model_cpu_offload means that the entire model will be moved to the CPU after use, which can save some GPU memory.
|
24 |
+
#
|
25 |
+
# model_cpu_offload_and_qfloat8 indicates that the entire model will be moved to the CPU after use,
|
26 |
+
# and the transformer model has been quantized to float8, which can save more GPU memory.
|
27 |
+
#
|
28 |
+
# sequential_cpu_offload means that each layer of the model will be moved to the CPU after use,
|
29 |
+
# resulting in slower speeds but saving a large amount of GPU memory.
|
30 |
+
GPU_memory_mode = "model_cpu_offload"
|
31 |
+
# Use torch.float16 if GPU does not support torch.bfloat16
|
32 |
+
# ome graphics cards, such as v100, 2080ti, do not support torch.bfloat16
|
33 |
+
weight_dtype = torch.bfloat16
|
34 |
+
# Config path
|
35 |
+
config_path = "config/wan2.1/wan_civitai.yaml"
|
36 |
+
|
37 |
+
# Server ip
|
38 |
+
server_name = "0.0.0.0"
|
39 |
+
server_port = 7860
|
40 |
+
|
41 |
+
# Params below is used when ui_mode = "modelscope"
|
42 |
+
model_name = "models/Diffusion_Transformer/Wan2.1-Fun-1.3B-InP"
|
43 |
+
# "Inpaint" or "Control"
|
44 |
+
model_type = "Inpaint"
|
45 |
+
# Save dir of this model
|
46 |
+
savedir_sample = "samples"
|
47 |
+
|
48 |
+
if ui_mode == "modelscope":
|
49 |
+
demo, controller = ui_modelscope(model_name, model_type, savedir_sample, GPU_memory_mode, flow_scheduler_dict, weight_dtype, config_path)
|
50 |
+
elif ui_mode == "eas":
|
51 |
+
demo, controller = ui_eas(model_name, flow_scheduler_dict, savedir_sample, config_path)
|
52 |
+
else:
|
53 |
+
demo, controller = ui(GPU_memory_mode, flow_scheduler_dict, weight_dtype, config_path)
|
54 |
+
|
55 |
+
# launch gradio
|
56 |
+
app, _, _ = demo.queue(status_update_rate=1).launch(
|
57 |
+
server_name=server_name,
|
58 |
+
server_port=server_port,
|
59 |
+
prevent_thread_lock=True
|
60 |
+
)
|
61 |
+
|
62 |
+
# launch api
|
63 |
+
infer_forward_api(None, app, controller)
|
64 |
+
update_diffusion_transformer_api(None, app, controller)
|
65 |
+
update_edition_api(None, app, controller)
|
66 |
+
|
67 |
+
# not close the python
|
68 |
+
while True:
|
69 |
+
time.sleep(5)
|