I cannot run the app

Octavio_Mesa_Varona · October 5, 2023, 9:32am

I am trying to upload an app to the streamlit cloud. However, I get the following error “Streamlit server consistently failed status checks”. Code seems to be fine. I am afraid the model run requrires too many resources. Is there a way to monitor the consumption of the resources and the reduction that has to be made, in case that this is the reason for the issue?

github.com

OctavioMV/testtt/blob/main/other.py

# Import necessary libraries
import streamlit as st
from PIL import Image
import requests
from io import BytesIO
from transformers import BlipProcessor, BlipForConditionalGeneration

# Create a Streamlit app title and description
st.title("Image Captioning with Transformers")
st.write("Upload an image or use the default image to generate image captions.")

# Load pre-trained models
st.write("Loading pre-trained models...")
processor = BlipProcessor.from_pretrained("Salesforce/blip-image-captioning-large")
model = BlipForConditionalGeneration.from_pretrained("Salesforce/blip-image-captioning-large")
st.write("Models loaded successfully.")

# Add a file uploader widget for image input
st.write("Waiting for image upload...")
uploaded_image = st.file_uploader("Upload an image", type=["jpg", "jpeg", "png"])

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Caroline · October 5, 2023, 1:05pm

Hey @Octavio_Mesa_Varona,

Thanks for sharing your question! Can you please share the link to the deployed app?

Topic		Replies	Views
Issue with Deploying ML Models in Streamlit Deployment debugging	2	240	April 15, 2024
App crashes when image is uploaded Community Cloud streamlit-cloud	4	700	November 8, 2022
Issue Deployment file-upload , streamlit-cloud	1	437	April 28, 2023
Error while running the app " [manager] Streamlit server consistently failed status checks [manager] Please fix the errors, push an update to the git repo, or reboot the app." Community Cloud	5	1072	November 15, 2021
My app works locally, but in deployment I'm getting: The service has encountered an error while checking the health of the Streamlit app: Get "http://localhost:8501/healthz": read tcp 10.12.147.189:58558->10.12.147.189:8501: read: connection reset by peer Deployment streamlit-cloud	1	1305	July 17, 2023

I cannot run the app

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