Spaces:
Runtime error
Runtime error
Useph El
commited on
Commit
·
2857f30
1
Parent(s):
57b56de
Update `app.py`
Browse files
app.py
CHANGED
@@ -1,7 +1,24 @@
|
|
|
|
1 |
import gradio as gr
|
2 |
|
3 |
-
|
4 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
5 |
|
6 |
-
demo = gr.Interface(fn=greet, inputs="text", outputs="text")
|
7 |
-
demo.launch()
|
|
|
1 |
+
from transformers import AutoModelForCausalLM, AutoTokenizer
|
2 |
import gradio as gr
|
3 |
|
4 |
+
# Load the model and tokenizer
|
5 |
+
model_name = "silma-ai/SILMA-9B-Instruct-v1.0"
|
6 |
+
tokenizer = AutoTokenizer.from_pretrained(model_name)
|
7 |
+
model = AutoModelForCausalLM.from_pretrained(model_name)
|
8 |
+
|
9 |
+
def generate_response(prompt):
|
10 |
+
inputs = tokenizer(prompt, return_tensors="pt")
|
11 |
+
outputs = model.generate(**inputs, max_length=200, num_return_sequences=1)
|
12 |
+
return tokenizer.decode(outputs[0], skip_special_tokens=True)
|
13 |
+
|
14 |
+
# Gradio Interface
|
15 |
+
interface = gr.Interface(
|
16 |
+
fn=generate_response,
|
17 |
+
inputs="text",
|
18 |
+
outputs="text",
|
19 |
+
title="SILMA-9B Instruct",
|
20 |
+
description="Provide a prompt, and the model generates a response."
|
21 |
+
)
|
22 |
+
|
23 |
+
interface.launch()
|
24 |
|
|
|
|