Spaces:
Runtime error
Runtime error
Efreak
commited on
Commit
•
1be89b6
1
Parent(s):
a7e4e13
update to vae merger
Browse files- README.md +1 -1
- app.py +88 -21
- requirements.txt +2 -1
README.md
CHANGED
@@ -1,5 +1,5 @@
|
|
1 |
---
|
2 |
-
title:
|
3 |
emoji: 😻
|
4 |
colorFrom: gray
|
5 |
colorTo: blue
|
|
|
1 |
---
|
2 |
+
title: VAE_merger
|
3 |
emoji: 😻
|
4 |
colorFrom: gray
|
5 |
colorTo: blue
|
app.py
CHANGED
@@ -1,42 +1,106 @@
|
|
1 |
import gradio as gr
|
2 |
import requests
|
|
|
|
|
|
|
3 |
from huggingface_hub import whoami
|
4 |
-
from huggingface_hub
|
5 |
-
|
6 |
-
|
7 |
-
|
8 |
|
|
|
9 |
REPO_TYPES = ["model", "dataset", "space"]
|
10 |
|
11 |
-
|
12 |
-
def duplicate(source_repo, dst_repo, token, repo_type):
|
13 |
try:
|
14 |
-
if not repo_type in REPO_TYPES:
|
15 |
-
raise ValueError("need to select valid repo type")
|
16 |
_ = whoami(token)
|
17 |
# ^ this will throw if token is invalid
|
18 |
|
19 |
-
|
20 |
-
|
21 |
-
|
22 |
-
|
23 |
-
|
24 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
25 |
|
26 |
-
|
27 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
28 |
return (
|
29 |
f'Find your repo <a href=\'{repo_url}\' target="_blank" style="text-decoration:underline">here</a>',
|
30 |
"sp.jpg",
|
31 |
)
|
32 |
|
33 |
except Exception as e:
|
|
|
|
|
|
|
|
|
|
|
34 |
return (
|
35 |
f"""
|
36 |
### Error 😢😢😢
|
37 |
-
|
38 |
{e}
|
39 |
-
|
|
|
|
|
|
|
40 |
None,
|
41 |
)
|
42 |
|
@@ -44,18 +108,21 @@ def duplicate(source_repo, dst_repo, token, repo_type):
|
|
44 |
interface = gr.Interface(
|
45 |
fn=duplicate,
|
46 |
inputs=[
|
47 |
-
gr.Textbox(placeholder="Source
|
|
|
48 |
gr.Textbox(placeholder="Destination repository (e.g. osanseviero/dst)"),
|
49 |
gr.Textbox(placeholder="Write access token", type="password"),
|
|
|
|
|
50 |
gr.Dropdown(choices=REPO_TYPES, value="model"),
|
51 |
],
|
52 |
outputs=[
|
53 |
gr.Markdown(label="output"),
|
54 |
gr.Image(show_label=False),
|
55 |
],
|
56 |
-
title="
|
57 |
-
description="
|
58 |
-
article="<p>Find your write token at <a href='https://huggingface.co/settings/tokens' target='_blank'>token settings</a></p>",
|
59 |
allow_flagging="never",
|
60 |
live=False,
|
61 |
)
|
|
|
1 |
import gradio as gr
|
2 |
import requests
|
3 |
+
import subprocess
|
4 |
+
import os
|
5 |
+
import torch
|
6 |
from huggingface_hub import whoami
|
7 |
+
from huggingface_hub import HfApi
|
8 |
+
from huggingface_hub import login
|
9 |
+
import random
|
10 |
+
import time
|
11 |
|
12 |
+
api=HfApi()
|
13 |
REPO_TYPES = ["model", "dataset", "space"]
|
14 |
|
15 |
+
def duplicate(source_url_model, source_url_vae, dst_repo, token, new_name, dst_repo_path, repo_type):
|
|
|
16 |
try:
|
|
|
|
|
17 |
_ = whoami(token)
|
18 |
# ^ this will throw if token is invalid
|
19 |
|
20 |
+
# make sure the user fills out the other required paths.
|
21 |
+
if not dst_repo_path[len(dst_repo_path)-1] == '/':
|
22 |
+
raise Exception("Your destination path *must* end with a /")
|
23 |
+
if not source_url_model:
|
24 |
+
raise Exception("You haven't chosen a model file to download!")
|
25 |
+
if not source_url_vae:
|
26 |
+
raise Exception("You haven't chosen a VAE file to download!")
|
27 |
+
if not dst_repo:
|
28 |
+
raise Exception("You haven't chosen a repo to download to")
|
29 |
+
login(token=token)
|
30 |
+
|
31 |
+
# keep things separate, partly in case people download different files with same name (`download.zip`). Especially, it also allows saving filename to work
|
32 |
+
dir="/home/user/apps/downloads/"+str(int(time.time()))+str(random.getrandbits(8))+"/"
|
33 |
+
subprocess.check_call([r"mkdir","-p",dir])
|
34 |
+
subprocess.check_call([r"aria2c","-x16","--split=16","-o","source.ckpt",source_url_model,"--dir="+dir])
|
35 |
+
subprocess.check_call([r"aria2c","-x16","--split=16","-o","vae.ckpt",source_url_vae,"--dir="+dir])
|
36 |
+
|
37 |
+
#USE AT YOUR OWN RISK
|
38 |
+
|
39 |
+
#local path to runwayML SD 1.5 checkpoint (https://huggingface.co/runwayml/stable-diffusion-v1-5)
|
40 |
+
ckpt_15 = dir+"source.ckpt"
|
41 |
+
|
42 |
+
#local path to StabilityAI finetuned autoencoder (https://huggingface.co/stabilityai/sd-vae-ft-mse)
|
43 |
+
ckpt_vae = dir+"vae.ckpt"
|
44 |
+
|
45 |
+
#path to save merged model to
|
46 |
+
ckpt_out = dir+"source_vae.ckpt"
|
47 |
+
|
48 |
+
pl_sd = torch.load(ckpt_15, map_location="cpu")
|
49 |
+
sd = pl_sd["state_dict"]
|
50 |
+
|
51 |
+
over_sd = torch.load(ckpt_vae,map_location="cpu")["state_dict"]
|
52 |
|
53 |
+
sdk = sd.keys()
|
54 |
|
55 |
+
for key in over_sd.keys():
|
56 |
+
if "first_stage_model."+key in sdk:
|
57 |
+
sd["first_stage_model."+key] = over_sd[key]
|
58 |
+
print(key,"overwritten")
|
59 |
+
|
60 |
+
torch.save(pl_sd,ckpt_out)
|
61 |
+
|
62 |
+
if new_name:
|
63 |
+
dst_repo_path=dst_repo_path
|
64 |
+
else:
|
65 |
+
dst_repo_path=dst_repo_path+"model+vae.ckpt"
|
66 |
+
|
67 |
+
api.upload_file(
|
68 |
+
path_or_fileobj=dir+"source_vae.ckpt",
|
69 |
+
path_in_repo=dst_repo_path,
|
70 |
+
repo_id=dst_repo,
|
71 |
+
repo_type=repo_type
|
72 |
+
)
|
73 |
+
|
74 |
+
# now clean up
|
75 |
+
os.remove(dir+files[0])
|
76 |
+
os.rmdir(dir)
|
77 |
+
match repo_type:
|
78 |
+
case "space":
|
79 |
+
repo_url=f"https://hf.co/spaces/{dst_repo}"
|
80 |
+
case "dataset":
|
81 |
+
repo_url=f"https://hf.co/datasets/{dst_repo}"
|
82 |
+
case "model":
|
83 |
+
repo_url=f"https://hf.co/{dst_repo}"
|
84 |
return (
|
85 |
f'Find your repo <a href=\'{repo_url}\' target="_blank" style="text-decoration:underline">here</a>',
|
86 |
"sp.jpg",
|
87 |
)
|
88 |
|
89 |
except Exception as e:
|
90 |
+
blames=["grandma","my boss","your boss","God","you","you. It's *all* your fault.","the pope"]
|
91 |
+
blameweights=(1,1,1,1,4,2,1)
|
92 |
+
excuses=["I blame it all on "+random.choices(blames,weights=blameweights)[0],"It's my fault, sorry.","I did it on purpose.","That file doesn't want to be downloaded.","You nincompoop!"]
|
93 |
+
excusesweights=(12,1,1,2,3)
|
94 |
+
excuse=random.choices(excuses,weights=excusesweights)[0]
|
95 |
return (
|
96 |
f"""
|
97 |
### Error 😢😢😢
|
98 |
+
|
99 |
{e}
|
100 |
+
|
101 |
+
|
102 |
+
|
103 |
+
<i>""" + excuse+"</i>",
|
104 |
None,
|
105 |
)
|
106 |
|
|
|
108 |
interface = gr.Interface(
|
109 |
fn=duplicate,
|
110 |
inputs=[
|
111 |
+
gr.Textbox(placeholder="Source URL for model (e.g. civitai.com/api/download/models/4324322534)"),
|
112 |
+
gr.Textbox(placeholder="Source URL for VAE (e.g. civitai.com/api/download/models/4324322534)"),
|
113 |
gr.Textbox(placeholder="Destination repository (e.g. osanseviero/dst)"),
|
114 |
gr.Textbox(placeholder="Write access token", type="password"),
|
115 |
+
gr.Textbox(placeholder="Post-download name of your file, if you want it changed (e.g. stupidmodel_stupidvae.safetensors)"),
|
116 |
+
gr.Textbox(placeholder="Destination for your file within your repo. Don't include the filename, end path with a / (e.g. /models/Stable-diffusion/)"),
|
117 |
gr.Dropdown(choices=REPO_TYPES, value="model"),
|
118 |
],
|
119 |
outputs=[
|
120 |
gr.Markdown(label="output"),
|
121 |
gr.Image(show_label=False),
|
122 |
],
|
123 |
+
title="Merge a VAE with a model!",
|
124 |
+
description="Merge a VAE with your model, and export to your Hugging Face repository! You need to specify a write token obtained in https://hf.co/settings/tokens. This Space is a an experimental demo. CKPT format only; I just ripped off someone else's script, I have no idea how this works...",
|
125 |
+
article="<p>credit to <a href='https://gist.github.com/Quasimondo/f344659f57dc15bd7892a969bd58ac67'>Quasimodo's script</a></p><p>Find your write token at <a href='https://huggingface.co/settings/tokens' target='_blank'>token settings</a></p>",
|
126 |
allow_flagging="never",
|
127 |
live=False,
|
128 |
)
|
requirements.txt
CHANGED
@@ -1 +1,2 @@
|
|
1 |
-
huggingface_hub==0.11.0
|
|
|
|
1 |
+
huggingface_hub==0.11.0
|
2 |
+
torch
|