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import wandb
run = wandb.init(project=f"{project_name}", entity=f"{organization_name}", resume_from=f"{run_id}?_step={step}")
run.finish()
print(run.id)

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conda create -n vllm python=3.10
conda activate vllm

export VLLM_VERSION=0.4.0
export PYTHON_VERSION=310
pip install https://github.com/vllm-project/vllm/releases/download/v${VLLM_VERSION}/vllm-${VLLM_VERSION}+cu118-cp${PYTHON_VERSION}-cp${PYTHON_VERSION}-manylinux1_x86_64.whl

# Re-install PyTorch with CUDA 11.8.
pip uninstall torch -y
pip install torch==2.1.2+cu118 --index-url https://download.pytorch.org/whl/cu118

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import requests
import numpy as np
from collections import Counter
#from googlesearch import search as google_search
import wikipedia as wikipedia_api


DEFAULT_IGNORED_NS = ('wikipedia:', 'file:', 'portal:', 'template:', 'mediawiki:', 'user:',
                      'help:', 'book:', 'draft:', 'module:', 'timedtext:')

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import os
import sys
import time
from typing import List
import logging
import shortuuid
from vllm import AsyncEngineArgs, AsyncLLMEngine, SamplingParams

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from typing import Optional, Union, List, Dict, Tuple
from pydantic import Field
import ast
import astunparse
import logging
import pandas as pd
from langchain.utilities import GoogleSearchAPIWrapper
from langchain.tools import Tool
from langchain.python import PythonREPL
from langchain.tools.base import BaseTool

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import re
import json
import logging
import threading
from typing import Union
from abc import ABC, abstractmethod

from langchain.chains.conversation.memory import (
    ConversationBufferMemory,
    # ConversationBufferWindowMemory,

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import time
import requests
import logging


headers = {
    'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36',
    'Content-Type': 'application/json',
    "User-Agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:89.0) Gecko/20100101 Firefox/89.0",
    "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8",

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import json
import requests
import telegram
from telethon import TelegramClient, sync

============================================================================================================

msg = {
    "symbol": "BTC",
    "action": "BUY",

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#!/usr/bin/env python
# coding: utf-8

# In[59]:


import pdb
import time
import pickle
import ccxt