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# train_grpo.py
import re
import torch
from datasets import load_dataset, Dataset
from transformers import AutoTokenizer, AutoModelForCausalLM
from peft import LoraConfig
from trl import GRPOConfig, GRPOTrainer

# Load and prep dataset

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class UploadPage extends StatefulWidget {
  UploadPage({Key key, this.url}) : super(key: key);

  final String url;

  @override
  _UploadPageState createState() => _UploadPageState();
}

class _UploadPageState extends State<UploadPage> {

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import sys
import firebase_admin
from firebase_admin import credentials
from firebase_admin import storage

cred = credentials.Certificate('/Users/your.name/yada-yada-firebase-adminsdk.json')
firebase_admin.initialize_app(cred, {
    'storageBucket': '<yourstorage>.appspot.com'
})

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import sys
import requests
import firebase_admin
from firebase_admin import credentials
from firebase_admin import storage

# The url is passed as an argument
image_url = sys.argv[1]

cred = credentials.Certificate('/Users/your.name/yada-yada-firebase-adminsdk.json')

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import pandas as pd

# The is an alternative
# from google.cloud import firestore
# db = firestore.Client()
# db = firestore.Client.from_service_account_json("/Users/your.name/yada-yada-firebase-adminsdk.json")

import firebase_admin
from firebase_admin import credentials
from firebase_admin import firestore

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import pandas as pd

# The is an alternative
# from google.cloud import firestore
# db = firestore.Client()
# db = firestore.Client.from_service_account_json("/Users/your.name/yada-yada-firebase-adminsdk.json")

import firebase_admin
from firebase_admin import credentials
from firebase_admin import firestore