Update app.py
Browse files
app.py
CHANGED
|
@@ -1,14 +1,23 @@
|
|
|
|
|
| 1 |
import streamlit as st
|
| 2 |
from PIL import Image
|
| 3 |
import torch
|
| 4 |
from transformers import AutoProcessor, AutoModelForVision2Seq
|
| 5 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 6 |
# Load the PaliGemma model and processor
|
| 7 |
@st.cache_resource
|
| 8 |
def load_model():
|
| 9 |
model_name = "google/paligemma2-3b-mix-224"
|
| 10 |
-
processor = AutoProcessor.from_pretrained(model_name)
|
| 11 |
-
model = AutoModelForVision2Seq.from_pretrained(model_name)
|
| 12 |
return processor, model
|
| 13 |
|
| 14 |
processor, model = load_model()
|
|
@@ -30,4 +39,4 @@ if uploaded_file:
|
|
| 30 |
output = model.generate(**inputs)
|
| 31 |
|
| 32 |
answer = processor.batch_decode(output, skip_special_tokens=True)[0]
|
| 33 |
-
st.success(f"Answer: {answer}")
|
|
|
|
| 1 |
+
import os
|
| 2 |
import streamlit as st
|
| 3 |
from PIL import Image
|
| 4 |
import torch
|
| 5 |
from transformers import AutoProcessor, AutoModelForVision2Seq
|
| 6 |
|
| 7 |
+
# Get Hugging Face API key from Hugging Face Spaces secrets
|
| 8 |
+
HF_TOKEN = os.getenv("HF_KEY")
|
| 9 |
+
|
| 10 |
+
# Ensure API key is available
|
| 11 |
+
if not HF_TOKEN:
|
| 12 |
+
st.error("❌ Hugging Face API key not found! Set it as 'HF_KEY' in Spaces secrets.")
|
| 13 |
+
st.stop()
|
| 14 |
+
|
| 15 |
# Load the PaliGemma model and processor
|
| 16 |
@st.cache_resource
|
| 17 |
def load_model():
|
| 18 |
model_name = "google/paligemma2-3b-mix-224"
|
| 19 |
+
processor = AutoProcessor.from_pretrained(model_name, token=HF_TOKEN)
|
| 20 |
+
model = AutoModelForVision2Seq.from_pretrained(model_name, token=HF_TOKEN)
|
| 21 |
return processor, model
|
| 22 |
|
| 23 |
processor, model = load_model()
|
|
|
|
| 39 |
output = model.generate(**inputs)
|
| 40 |
|
| 41 |
answer = processor.batch_decode(output, skip_special_tokens=True)[0]
|
| 42 |
+
st.success(f"✅ Answer: {answer}")
|