Spaces:
Sleeping
Sleeping
adding gradio
Browse files- Dockerfile +13 -8
- main.py +16 -15
- requirements.txt +0 -3
- static/index.html +0 -36
- static/script.js +0 -21
- static/style.css +0 -45
Dockerfile
CHANGED
@@ -4,19 +4,24 @@
|
|
4 |
|
5 |
FROM python:3.9
|
6 |
|
|
|
|
|
7 |
# The two following lines are requirements for the Dev Mode to be functional
|
8 |
# Learn more about the Dev Mode at https://huggingface.co/dev-mode-explorers
|
9 |
-
|
10 |
-
|
11 |
-
|
12 |
-
COPY --chown=user ./requirements.txt requirements.txt
|
13 |
-
RUN pip install --no-cache-dir --upgrade -r requirements.txt
|
14 |
-
|
15 |
-
COPY --chown=user . /app
|
16 |
|
|
|
17 |
USER user
|
18 |
|
19 |
ENV HOME=/home/user \
|
20 |
PATH=/home/user/.local/bin:$PATH
|
21 |
|
22 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
4 |
|
5 |
FROM python:3.9
|
6 |
|
7 |
+
WORKDIR /code
|
8 |
+
|
9 |
# The two following lines are requirements for the Dev Mode to be functional
|
10 |
# Learn more about the Dev Mode at https://huggingface.co/dev-mode-explorers
|
11 |
+
COPY ./requirements.txt /code/requirements.txt
|
12 |
+
RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
|
|
|
|
|
|
|
|
|
|
|
13 |
|
14 |
+
RUN useradd -m -u 1000 user
|
15 |
USER user
|
16 |
|
17 |
ENV HOME=/home/user \
|
18 |
PATH=/home/user/.local/bin:$PATH
|
19 |
|
20 |
+
WORKDIR $HOME/app
|
21 |
+
|
22 |
+
COPY --chown=user . $HOME/app
|
23 |
+
|
24 |
+
|
25 |
+
|
26 |
+
|
27 |
+
CMD ["python",'main.py']
|
main.py
CHANGED
@@ -1,25 +1,26 @@
|
|
1 |
-
from fastapi import FastAPI
|
2 |
-
from starlette.responses import FileResponse
|
3 |
-
from starlette.staticfiles import StaticFiles
|
4 |
-
|
5 |
from transformers import pipeline
|
6 |
|
|
|
|
|
7 |
pipe_flan = pipeline("text2text-generation", model="google/flan-t5-small")
|
8 |
|
9 |
-
app = FastAPI()
|
10 |
|
11 |
-
@app.get("/infer_t5")
|
12 |
-
def
|
13 |
output = pipe_flan(input)
|
14 |
-
return
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
15 |
|
|
|
16 |
|
17 |
-
|
18 |
|
19 |
-
@app.get("/")
|
20 |
-
def index() -> FileResponse:
|
21 |
-
return FileResponse(path="/app/static/index.html", media_type="text/html")
|
22 |
|
23 |
-
# @app.get('/')
|
24 |
-
# def greet():
|
25 |
-
# return {'Hello': 'Moti'}
|
|
|
|
|
|
|
|
|
|
|
1 |
from transformers import pipeline
|
2 |
|
3 |
+
import gradio as gr
|
4 |
+
|
5 |
pipe_flan = pipeline("text2text-generation", model="google/flan-t5-small")
|
6 |
|
|
|
7 |
|
8 |
+
# @app.get("/infer_t5")
|
9 |
+
def pred(input):
|
10 |
output = pipe_flan(input)
|
11 |
+
return output[0]["generated_text"]
|
12 |
+
|
13 |
+
|
14 |
+
demo = gr.Blocks()
|
15 |
+
|
16 |
+
with demo:
|
17 |
+
with gr.Row():
|
18 |
+
input_text = gr.Textbox(label='Input Text',lines=5)
|
19 |
+
b1 = gr.Button('Submit')
|
20 |
+
output_text = gr.Textbox()
|
21 |
|
22 |
+
b1.click(fn = pred, inputs=input_text, outputs= output_text)
|
23 |
|
24 |
+
demo.launch()
|
25 |
|
|
|
|
|
|
|
26 |
|
|
|
|
|
|
requirements.txt
CHANGED
@@ -1,7 +1,4 @@
|
|
1 |
-
fastapi==0.74.*
|
2 |
-
requests==2.27.*
|
3 |
sentencepiece==0.1.*
|
4 |
torch==1.11.*
|
5 |
transformers==4.*
|
6 |
-
uvicorn[standard]==0.17.*
|
7 |
numpy==1.23.1
|
|
|
|
|
|
|
1 |
sentencepiece==0.1.*
|
2 |
torch==1.11.*
|
3 |
transformers==4.*
|
|
|
4 |
numpy==1.23.1
|
static/index.html
DELETED
@@ -1,36 +0,0 @@
|
|
1 |
-
<!DOCTYPE html>
|
2 |
-
<html lang="en">
|
3 |
-
<head>
|
4 |
-
<meta charset="UTF-8" />
|
5 |
-
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
|
6 |
-
<title>Fast API 🤗 Space served with Uvicorn</title>
|
7 |
-
<link rel="stylesheet" href="style.css" />
|
8 |
-
<script type="module" src="script.js"></script>
|
9 |
-
</head>
|
10 |
-
<body>
|
11 |
-
<main>
|
12 |
-
<section id="text-gen">
|
13 |
-
<h1>Text generation using Flan T5</h1>
|
14 |
-
<p>
|
15 |
-
Model:
|
16 |
-
<a
|
17 |
-
href="https://huggingface.co/google/flan-t5-small"
|
18 |
-
rel="noreferrer"
|
19 |
-
target="_blank"
|
20 |
-
>google/flan-t5-small</a
|
21 |
-
>
|
22 |
-
</p>
|
23 |
-
<form class="text-gen-form">
|
24 |
-
<label for="text-gen-input">Text prompt</label>
|
25 |
-
<input
|
26 |
-
id="text-gen-input"
|
27 |
-
type="text"
|
28 |
-
value="English: Translate There are many ducks. German:"
|
29 |
-
/>
|
30 |
-
<button id="text-gen-submit">Submit</button>
|
31 |
-
<p class="text-gen-output"></p>
|
32 |
-
</form>
|
33 |
-
</section>
|
34 |
-
</main>
|
35 |
-
</body>
|
36 |
-
</html>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
static/script.js
DELETED
@@ -1,21 +0,0 @@
|
|
1 |
-
const textGenForm = document.querySelector(".text-gen-form");
|
2 |
-
|
3 |
-
const translateText = async (text) => {
|
4 |
-
const inferResponse = await fetch(`infer_t5?input=${text}`);
|
5 |
-
const inferJson = await inferResponse.json();
|
6 |
-
|
7 |
-
return inferJson.output;
|
8 |
-
};
|
9 |
-
|
10 |
-
textGenForm.addEventListener("submit", async (event) => {
|
11 |
-
event.preventDefault();
|
12 |
-
|
13 |
-
const textGenInput = document.getElementById("text-gen-input");
|
14 |
-
const textGenParagraph = document.querySelector(".text-gen-output");
|
15 |
-
|
16 |
-
try {
|
17 |
-
textGenParagraph.textContent = await translateText(textGenInput.value);
|
18 |
-
} catch (err) {
|
19 |
-
console.error(err);
|
20 |
-
}
|
21 |
-
});
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
static/style.css
DELETED
@@ -1,45 +0,0 @@
|
|
1 |
-
body {
|
2 |
-
--text: hsl(0 0% 15%);
|
3 |
-
padding: 2.5rem;
|
4 |
-
font-family: sans-serif;
|
5 |
-
color: var(--text);
|
6 |
-
}
|
7 |
-
|
8 |
-
body.dark-theme {
|
9 |
-
--text: hsl(0 0% 90%);
|
10 |
-
background-color: hsl(223 39% 7%);
|
11 |
-
}
|
12 |
-
|
13 |
-
main {
|
14 |
-
max-width: 80rem;
|
15 |
-
text-align: center;
|
16 |
-
}
|
17 |
-
|
18 |
-
section {
|
19 |
-
display: flex;
|
20 |
-
flex-direction: column;
|
21 |
-
align-items: center;
|
22 |
-
}
|
23 |
-
|
24 |
-
a {
|
25 |
-
color: var(--text);
|
26 |
-
}
|
27 |
-
|
28 |
-
form {
|
29 |
-
width: 30rem;
|
30 |
-
margin: 0 auto;
|
31 |
-
}
|
32 |
-
|
33 |
-
input {
|
34 |
-
width: 100%;
|
35 |
-
}
|
36 |
-
|
37 |
-
button {
|
38 |
-
cursor: pointer;
|
39 |
-
}
|
40 |
-
|
41 |
-
.text-gen-output {
|
42 |
-
min-height: 1.2rem;
|
43 |
-
margin: 1rem;
|
44 |
-
border: 0.5px solid grey;
|
45 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|