Spaces:
Build error
Build error
Commit
Β·
93dc552
1
Parent(s):
dacec36
add vdf lib
Browse files
app.py
CHANGED
@@ -1,14 +1,52 @@
|
|
1 |
import gradio as gr
|
2 |
import spaces
|
3 |
import torch
|
|
|
4 |
|
5 |
zero = torch.Tensor([0]).cuda()
|
6 |
-
print(zero.device)
|
|
|
|
|
|
|
7 |
|
8 |
@spaces.GPU
|
9 |
def greet(n):
|
10 |
-
print(zero.device)
|
11 |
return f"Hello {zero + n} Tensor"
|
12 |
|
13 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
14 |
demo.launch()
|
|
|
1 |
import gradio as gr
|
2 |
import spaces
|
3 |
import torch
|
4 |
+
import vdf_io
|
5 |
|
6 |
zero = torch.Tensor([0]).cuda()
|
7 |
+
print(zero.device) # <-- 'cpu' π€
|
8 |
+
|
9 |
+
print(vdf_io.__version__)
|
10 |
+
|
11 |
|
12 |
@spaces.GPU
|
13 |
def greet(n):
|
14 |
+
print(zero.device) # <-- 'cuda:0' π€
|
15 |
return f"Hello {zero + n} Tensor"
|
16 |
|
17 |
+
|
18 |
+
def reembed_dataset():
|
19 |
+
import datasets
|
20 |
+
# model
|
21 |
+
# embeddings = model.embed(ds)
|
22 |
+
# new_embeddings = model.reembed(embeddings)
|
23 |
+
|
24 |
+
# datasets.save_dataset(new_embeddings)
|
25 |
+
|
26 |
+
|
27 |
+
def reembed_main():
|
28 |
+
download_dataset()
|
29 |
+
reembed_dataset()
|
30 |
+
|
31 |
+
|
32 |
+
def download_dataset():
|
33 |
+
import datasets
|
34 |
+
|
35 |
+
# ds = datasets.load_dataset()
|
36 |
+
|
37 |
+
|
38 |
+
demo = gr.Interface(
|
39 |
+
fn=reembed_main,
|
40 |
+
inputs=[
|
41 |
+
# dataset name
|
42 |
+
gr.inputs.Textbox(label="Dataset name"),
|
43 |
+
# embedding model
|
44 |
+
gr.inputs.Textbox(label="Embedding model"),
|
45 |
+
# output username
|
46 |
+
gr.inputs.Textbox(label="Output username"),
|
47 |
+
],
|
48 |
+
outputs=gr.outputs.Textbox(label="Output"),
|
49 |
+
title="Re-Embedder",
|
50 |
+
description="Re-embed a dataset using a given model and output to a new username's account",
|
51 |
+
)
|
52 |
demo.launch()
|