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pkg update | ||
pkg upgrade | ||
pkg install python | ||
pkg install git | ||
pkg search <transformer> | ||
pkg search transformer | ||
pkg search <transformers> | ||
pkg search transformers | ||
pkg install transformers | ||
pip install transformers | ||
pip --version | ||
pkg install python-pip | ||
pip install python-telegram-bot requests | ||
python-telegram-bot==13.7 | ||
requests | ||
python-telegram-bot==13.7 | ||
requests==2.26.0 | ||
web3==5.25.0 # If you need blockchain integration (for Ethereum-based tokens) | ||
import sagemaker | ||
import boto3 | ||
from sagemaker.huggingface import HuggingFaceModel | ||
try: | ||
role = sagemaker.get_execution_role() | ||
except ValueError: | ||
iam = boto3.client('iam') | ||
role = iam.get_role(RoleName='sagemaker_execution_role')['Role']['Arn'] | ||
# Hub Model configuration. https://huggingface.co/models | ||
hub = { | ||
'HF_MODEL_ID':'Seraph19/Suea', | ||
'HF_TASK':'text2text-generation' | ||
} | ||
# create Hugging Face Model Class | ||
huggingface_model = HuggingFaceModel( | ||
transformers_version='4.37.0', | ||
pytorch_version='2.1.0', | ||
py_version='py310', | ||
env=hub, | ||
role=role, | ||
) | ||
# deploy model to SageMaker Inference | ||
predictor = huggingface_model.deploy( | ||
initial_instance_count=1, # number of instances | ||
instance_type='ml.m5.xlarge' # ec2 instance type | ||
) | ||
predictor.predict({ | ||
"inputs": "The answer to the universe is", | ||
}) | ||
import sagemaker | ||
import boto3 | ||
from sagemaker.huggingface import HuggingFaceModel | ||
try: | ||
role = sagemaker.get_execution_role() | ||
except ValueError: | ||
iam = boto3.client('iam') | ||
role = iam.get_role(RoleName='sagemaker_execution_role')['Role']['Arn'] | ||
# Hub Model configuration. https://huggingface.co/models | ||
hub = { | ||
'HF_MODEL_ID':'Seraph19/Suea', | ||
'HF_TASK':'text2text-generation' | ||
} | ||
# create Hugging Face Model Class | ||
huggingface_model = HuggingFaceModel( | ||
transformers_version='4.37.0', | ||
pytorch_version='2.1.0', | ||
py_version='py310', | ||
env=hub, | ||
role=role, | ||
) | ||
# deploy model to SageMaker Inference | ||
predictor = huggingface_model.deploy( | ||
initial_instance_count=1, # number of instances | ||
instance_type='ml.m5.xlarge' # ec2 instance type | ||
) | ||
predictor.predict({ | ||
"inputs": "The answer to the universe is", | ||
}) | ||
git clone https://huggingface.co/spaces/Seraph19/Santim | ||
<iframe | ||
src="https://seraph19-santim.hf.space" | ||
frameborder="0" | ||
width="850" | ||
height="450" | ||
></iframe> | ||
git clone https://github.com/seraph19asfaw/python-telegram-bot-flask-example.git | ||
cd python-telegram-bot-flask-example | ||
github.com/seraph19asfaw | ||
https://github.com/huggingface/autotrain-advanced.git | ||
git clone https://huggingface.co/spaces/Seraph19/Santim | ||
https://github.com/huggingface/autotrain-advanced.git | ||
pip install autotrain-advanced | ||
conda create -n autotrain python=3.10 | ||
conda activate autotrain | ||
pip install autotrain-advanced | ||
conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia | ||
conda install -c "nvidia/label/cuda-12.1.0" cuda-nvcc | ||
autotrain app --port 8080 --host 127.0.0.1 | ||
autotrain --config <path_to_config_file> | ||
{ pkgs }: {; deps = [; pkgs.python39; pkgs.python39Packages.requests; pkgs.python39Packages.python-telegram-bot; ]; } | ||
TELEGRAM_TOKEN = '7394516855:AAHiH9HlCmBTzyRBHN06vVYNWlxY1qZEgco' | ||
TELEGRAM_TOKEN = ' 7322594950:AAFS4FOOYCdDnJy6VZUM4-6T86_mA18pxjQ ' | ||
su - | ||
pkg_add -z git gperf php-7.2.10 cmake | ||
exit | ||
git clone [email protected]:spaces/Seraph19/Santim | ||
from flask import Flask, request, jsonify | ||
app = Flask(__name__) | ||
@app.route('/token', methods=['POST']) | ||
def distribute_token(): | ||
if __name__ == '__main__':; app.run(host='0.0.0.0', port=7860) | ||
from flask import Flask, request, jsonify | ||
app = Flask(__name__) | ||
@app.route('/token', methods=['POST']) | ||
def distribute_token(): | ||
if __name__ == '__main__':; app.run(host='0.0.0.0', port=7860) | ||
curl -X POST https://seraph19-santim.hf.space/token -H "Content-Type: application/json" -d '{"user_id": 123456, "amount": 10}' | ||
from flask import Flask, request, jsonify | ||
app = Flask(__name__) | ||
@app.route('/token', methods=['POST']) | ||
def distribute_token(): | ||
if __name__ == '__main__':; app.run(host='0.0.0.0', port=7860) | ||
Flask==2.0.2 | ||
curl -X POST https://seraph19-santim.hf.space/token -H "Content-Type: application/json" -d '{"user_id": "12345", "amount": 10}' | ||
pkg install python | ||
pip install python-telegram-bot requests | ||
python bot.py | ||
# Install vLLM from pip: | ||
pip install vllm | ||
# Load and run the model: | ||
vllm serve "Seraph19/Suea" | ||
# Call the server using curl: | ||
curl -X POST "http://localhost:8000/v1/chat/completions" \ | ||
-H "Content-Type: application/json" \ | ||
--data '{ | ||
"model": "Seraph19/Suea" | ||
"messages": [ | ||
{"role": "user", "content": "Hello!"} | ||
] | ||
}' | ||
git clone https://huggingface.co/spaces/BLACKHOST/TelegramBot | ||
import streamlit as st | ||
x = st.slider('Select a value') | ||
st.write(x, 'squared is', x * x) | ||
git clone [email protected]:Seraph19/Suea | ||
GIT_LFS_SKIP_SMUDGE=1 git clone [email protected]:Seraph19/Suea | ||
ssh-keygen -t ed25519 -C "[email protected]" | ||
$ ssh-add ~/.ssh/id_ed25519 | ||
git clone https://huggingface.co/Seraph19/Suea | ||
ssh-keygen -t rsa -b 4096 -C "seraph19asfaw" | ||
pbcopy < ~/.ssh/id_rsa.pub | ||
``` | ||
pbcopy < ~/.ssh/id_rsa.pub | ||
``` | ||
commannd objcopy in package binutils | ||
pbcopy < ~/.ssh/id_rsa | ||
objcopy in pkg binutils | ||
pkg binutils | ||
pkg install binutils | ||
pbcopy < ~/.ssh/id_rsa | ||
objcopy in binutils | ||
ssh-add ~/.ssh/id_ed25519 | ||
ssh-keygen -t rsa -b 4096 -C "[email protected]" | ||
save file | ||
copy | ||
objcopy | ||
[email protected]:seraph19/my-repo.git | ||
id_ed25519.pub | ||
ssh-keygen -t ed25519 -C | ||
ssh-keygen -t ed25519 -C"[email protected]" | ||
ssh-add ~/.ssh/id_ed25519 | ||
ssh -T [email protected] | ||
cat ~/.ssh/id_rsa.pub | ||
git clone https://huggingface.co/Seraph19/Suea | ||
GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/Seraph19/Suea | ||
git clone [email protected]:Seraph19/Suea | ||
git clone [email protected]:spaces/levandong/MNIST-detect-deploy-webapp | ||
git clone [email protected]:spaces/onekq-ai/WebApp1K-models-leaderboard | ||
GIT_LFS_SKIP_SMUDGE=1 git clone [email protected]:Gameselo/STS-multilingual-mpnet-base-v2 | ||
git clone [email protected]:spaces/librarian-bots/huggingface-datasets-semantic-search | ||
git clone [email protected]:RichardErkhov/PotatoOff_-_HamSter-0.2-gguf | ||
# Use a pipeline as a high-level helper | ||
from transformers import pipeline | ||
pipe = pipeline("text2text-generation", model="Seraph19/Suea") | ||
# Load model directly | ||
from transformers import AutoModel | ||
model = AutoModel.from_pretrained("Seraph19/Suea") | ||
import requests | ||
API_URL = "https://api-inference.huggingface.co/models/cardiffnlp/twitter-roberta-base-sentiment-latest" | ||
headers = {"Authorization": "Bearer hf_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"} | ||
payload = { | ||
} | ||
response = requests.post(API_URL, headers=headers, json=payload) | ||
response.json() import gradio as gr | ||
gr.load("models/cardiffnlp/twitter-roberta-base-sentiment-latest").launch() | ||
import gradio as gr | ||
gr.load("models/cardiffnlp/twitter-roberta-base-sentiment-latest").launch() | ||
<script | ||
type="module" | ||
src="https://gradio.s3-us-west-2.amazonaws.com/4.36.1/gradio.js" | ||
></script> | ||
<gradio-app src="https://seraph19-cardiffnlp-twitter-roberta-base-sentime-c90bcaf.hf.space"></gradio-app> | ||
git clone https://huggingface.co/spaces/Seraph19/cardiffnlp-twitter-roberta-base-sentiment-latest | ||
git clone https://huggingface.co/spaces/huggingface-projects/llama-3.2-3B-Instruct |
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[user] | ||
email = [email protected] | ||
name = Your Name |
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# This workflow uses actions that are not certified by GitHub. | ||
# They are provided by a third-party and are governed by | ||
# separate terms of service, privacy policy, and support | ||
# documentation. | ||
|
||
# APIsec addresses the critical need to secure APIs before they reach production. | ||
# APIsec provides the industry’s only automated and continuous API testing platform that uncovers security vulnerabilities and logic flaws in APIs. | ||
# Clients rely on APIsec to evaluate every update and release, ensuring that no APIs go to production with vulnerabilities. | ||
|
||
# How to Get Started with APIsec.ai | ||
# 1. Schedule a demo at https://www.apisec.ai/request-a-demo . | ||
# | ||
# 2. Register your account at https://cloud.apisec.ai/#/signup . | ||
# | ||
# 3. Register your API . See the video (https://www.youtube.com/watch?v=MK3Xo9Dbvac) to get up and running with APIsec quickly. | ||
# | ||
# 4. Get GitHub Actions scan attributes from APIsec Project -> Configurations -> Integrations -> CI-CD -> GitHub Actions | ||
# | ||
# apisec-run-scan | ||
# | ||
# This action triggers the on-demand scans for projects registered in APIsec. | ||
# If your GitHub account allows code scanning alerts, you can then upload the sarif file generated by this action to show the scan findings. | ||
# Else you can view the scan results from the project home page in APIsec Platform. | ||
# The link to view the scan results is also displayed on the console on successful completion of action. | ||
|
||
# This is a starter workflow to help you get started with APIsec-Scan Actions | ||
|
||
name: APIsec | ||
|
||
# Controls when the workflow will run | ||
on: | ||
# Triggers the workflow on push or pull request events but only for the "main" branch | ||
# Customize trigger events based on your DevSecOps processes. | ||
push: | ||
branches: [ "main" ] | ||
pull_request: | ||
branches: [ "main" ] | ||
schedule: | ||
- cron: '42 11 * * 2' | ||
|
||
# Allows you to run this workflow manually from the Actions tab | ||
workflow_dispatch: | ||
|
||
|
||
permissions: | ||
contents: read | ||
|
||
jobs: | ||
|
||
Trigger_APIsec_scan: | ||
permissions: | ||
security-events: write # for github/codeql-action/upload-sarif to upload SARIF results | ||
actions: read # only required for a private repository by github/codeql-action/upload-sarif to get the Action run status | ||
runs-on: ubuntu-latest | ||
|
||
steps: | ||
- name: APIsec scan | ||
uses: apisec-inc/apisec-run-scan@025432089674a28ba8fb55f8ab06c10215e772ea | ||
with: | ||
# The APIsec username with which the scans will be executed | ||
apisec-username: ${{ secrets.apisec_username }} | ||
# The Password of the APIsec user with which the scans will be executed | ||
apisec-password: ${{ secrets.apisec_password}} | ||
# The name of the project for security scan | ||
apisec-project: "VAmPI" | ||
# The name of the sarif format result file The file is written only if this property is provided. | ||
sarif-result-file: "apisec-results.sarif" | ||
- name: Import results | ||
uses: github/codeql-action/upload-sarif@v3 | ||
with: | ||
sarif_file: ./apisec-results.sarif |
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# This workflow will build and push a node.js application to an Azure Web App when a commit is pushed to your default branch. | ||
# | ||
# This workflow assumes you have already created the target Azure App Service web app. | ||
# For instructions see https://docs.microsoft.com/en-us/azure/app-service/quickstart-nodejs?tabs=linux&pivots=development-environment-cli | ||
# | ||
# To configure this workflow: | ||
# | ||
# 1. Download the Publish Profile for your Azure Web App. You can download this file from the Overview page of your Web App in the Azure Portal. | ||
# For more information: https://docs.microsoft.com/en-us/azure/app-service/deploy-github-actions?tabs=applevel#generate-deployment-credentials | ||
# | ||
# 2. Create a secret in your repository named AZURE_WEBAPP_PUBLISH_PROFILE, paste the publish profile contents as the value of the secret. | ||
# For instructions on obtaining the publish profile see: https://docs.microsoft.com/azure/app-service/deploy-github-actions#configure-the-github-secret | ||
# | ||
# 3. Change the value for the AZURE_WEBAPP_NAME. Optionally, change the AZURE_WEBAPP_PACKAGE_PATH and NODE_VERSION environment variables below. | ||
# | ||
# For more information on GitHub Actions for Azure: https://github.com/Azure/Actions | ||
# For more information on the Azure Web Apps Deploy action: https://github.com/Azure/webapps-deploy | ||
# For more samples to get started with GitHub Action workflows to deploy to Azure: https://github.com/Azure/actions-workflow-samples | ||
|
||
on: | ||
push: | ||
branches: [ "main" ] | ||
workflow_dispatch: | ||
|
||
env: | ||
AZURE_WEBAPP_NAME: your-app-name # set this to your application's name | ||
AZURE_WEBAPP_PACKAGE_PATH: '.' # set this to the path to your web app project, defaults to the repository root | ||
NODE_VERSION: '20.x' # set this to the node version to use | ||
|
||
permissions: | ||
contents: read | ||
|
||
jobs: | ||
build: | ||
runs-on: ubuntu-latest | ||
steps: | ||
- uses: actions/checkout@v4 | ||
|
||
- name: Set up Node.js | ||
uses: actions/setup-node@v4 | ||
with: | ||
node-version: ${{ env.NODE_VERSION }} | ||
cache: 'npm' | ||
|
||
- name: npm install, build, and test | ||
run: | | ||
npm install | ||
npm run build --if-present | ||
npm run test --if-present | ||
- name: Upload artifact for deployment job | ||
uses: actions/upload-artifact@v3 | ||
with: | ||
name: node-app | ||
path: . | ||
|
||
deploy: | ||
permissions: | ||
contents: none | ||
runs-on: ubuntu-latest | ||
needs: build | ||
environment: | ||
name: 'Development' | ||
url: ${{ steps.deploy-to-webapp.outputs.webapp-url }} | ||
|
||
steps: | ||
- name: Download artifact from build job | ||
uses: actions/download-artifact@v3 | ||
with: | ||
name: node-app | ||
|
||
- name: 'Deploy to Azure WebApp' | ||
id: deploy-to-webapp | ||
uses: azure/webapps-deploy@v2 | ||
with: | ||
app-name: ${{ env.AZURE_WEBAPP_NAME }} | ||
publish-profile: ${{ secrets.AZURE_WEBAPP_PUBLISH_PROFILE }} | ||
package: ${{ env.AZURE_WEBAPP_PACKAGE_PATH }} |
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