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from sanic.request import Request from sanic.exceptions import BadRequest import traceback from urllib.parse import urlparse import time import os import logging import re import tiktoken def validate_user_id(user_id): # 定义正则表达式模式 pattern = r'^[A-Za-z][A-Za-z0-9_]*$' # 检查是否匹配 if isinstance(user_id, str...
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from sanic.request import Request from sanic.exceptions import BadRequest import traceback from urllib.parse import urlparse import time import os import logging import re import tiktoken The provided code snippet includes necessary dependencies for implementing the `num_tokens` function. Write a Python function `def ...
Return the number of tokens in a string.
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from langchain.docstore.document import Document from typing import List import re def is_possible_title( text: str, title_max_word_length: int = 20, non_alpha_threshold: float = 0.5, ) -> bool: """Checks to see if the text passes all of the checks for a valid title. Parameters -----...
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from asyncio import AbstractEventLoop import json import logging import logging.handlers import os import platform import sys from typing import AsyncGenerator, Generator import warnings import requests from fastchat.constants import LOGDIR handler = None visited_loggers = set() class StreamToLogger(object): """ ...
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from asyncio import AbstractEventLoop import json import logging import logging.handlers import os import platform import sys from typing import AsyncGenerator, Generator import warnings import requests from fastchat.constants import LOGDIR The provided code snippet includes necessary dependencies for implementing the...
Disable the redundant torch default initialization to accelerate model creation.
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from asyncio import AbstractEventLoop import json import logging import logging.handlers import os import platform import sys from typing import AsyncGenerator, Generator import warnings import requests from fastchat.constants import LOGDIR The provided code snippet includes necessary dependencies for implementing the...
Flan-t5 trained with HF+FSDP saves corrupted weights for shared embeddings, Use this function to make sure it can be correctly loaded.
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from asyncio import AbstractEventLoop import json import logging import logging.handlers import os import platform import sys from typing import AsyncGenerator, Generator import warnings import requests from fastchat.constants import LOGDIR The provided code snippet includes necessary dependencies for implementing the...
Print a semaphore in better format.
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from asyncio import AbstractEventLoop import json import logging import logging.handlers import os import platform import sys from typing import AsyncGenerator, Generator import warnings import requests from fastchat.constants import LOGDIR The provided code snippet includes necessary dependencies for implementing the...
Convert async generator to sync generator :param async_gen: the AsyncGenerator to convert :param event_loop: the event loop to run on :returns: Sync generator
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from asyncio import AbstractEventLoop import json import logging import logging.handlers import os import platform import sys from typing import AsyncGenerator, Generator import warnings import requests from fastchat.constants import LOGDIR The provided code snippet includes necessary dependencies for implementing the...
Parse a username:password file for gradio authorization.
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from asyncio import AbstractEventLoop import json import logging import logging.handlers import os import platform import sys from typing import AsyncGenerator, Generator import warnings import requests from fastchat.constants import LOGDIR The provided code snippet includes necessary dependencies for implementing the...
Run a bash command.
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import dataclasses from enum import auto, IntEnum from typing import List, Any, Dict, Union, Tuple class Conversation: """A class that manages prompt templates and keeps all conversation history.""" # The name of this template name: str # The template of the system prompt system_template: str = "{sy...
Register a new conversation template.
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import argparse import asyncio import json import uuid import os from typing import List, Optional import requests import uvicorn from fastapi import BackgroundTasks, FastAPI, Request from fastapi.responses import JSONResponse, StreamingResponse from huggingface_hub import InferenceClient from fastchat.constants import...
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import argparse import asyncio import json import uuid import os from typing import List, Optional import requests import uvicorn from fastapi import BackgroundTasks, FastAPI, Request from fastapi.responses import JSONResponse, StreamingResponse from huggingface_hub import InferenceClient from fastchat.constants import...
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import argparse import asyncio import json import uuid import os from typing import List, Optional import requests import uvicorn from fastapi import BackgroundTasks, FastAPI, Request from fastapi.responses import JSONResponse, StreamingResponse from huggingface_hub import InferenceClient from fastchat.constants import...
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import argparse import asyncio import json import uuid import os from typing import List, Optional import requests import uvicorn from fastapi import BackgroundTasks, FastAPI, Request from fastapi.responses import JSONResponse, StreamingResponse from huggingface_hub import InferenceClient from fastchat.constants import...
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import argparse import asyncio import json import uuid import os from typing import List, Optional import requests import uvicorn from fastapi import BackgroundTasks, FastAPI, Request from fastapi.responses import JSONResponse, StreamingResponse from huggingface_hub import InferenceClient from fastchat.constants import...
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import argparse import asyncio import json import uuid import os from typing import List, Optional import requests import uvicorn from fastapi import BackgroundTasks, FastAPI, Request from fastapi.responses import JSONResponse, StreamingResponse from huggingface_hub import InferenceClient from fastchat.constants import...
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import argparse import asyncio import json import uuid import os from typing import List, Optional import requests import uvicorn from fastapi import BackgroundTasks, FastAPI, Request from fastapi.responses import JSONResponse, StreamingResponse from huggingface_hub import InferenceClient from fastchat.constants import...
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import argparse import asyncio import json import uuid import os from typing import List, Optional import requests import uvicorn from fastapi import BackgroundTasks, FastAPI, Request from fastapi.responses import JSONResponse, StreamingResponse from huggingface_hub import InferenceClient from fastchat.constants import...
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import argparse import asyncio import json import uuid import os from typing import List, Optional import requests import uvicorn from fastapi import BackgroundTasks, FastAPI, Request from fastapi.responses import JSONResponse, StreamingResponse from huggingface_hub import InferenceClient from fastchat.constants import...
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import argparse import asyncio import json import uuid import os from typing import List, Optional import requests import uvicorn from fastapi import BackgroundTasks, FastAPI, Request from fastapi.responses import JSONResponse, StreamingResponse from huggingface_hub import InferenceClient from fastchat.constants import...
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import argparse import asyncio import json from typing import List from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import uvicorn from vllm import AsyncLLMEngine from vllm.engine.arg_utils import AsyncEngineArgs from vllm.sampling_params import Samplin...
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import argparse import asyncio import json from typing import List from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import uvicorn from vllm import AsyncLLMEngine from vllm.engine.arg_utils import AsyncEngineArgs from vllm.sampling_params import Samplin...
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import argparse import asyncio import json from typing import List from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import uvicorn from vllm import AsyncLLMEngine from vllm.engine.arg_utils import AsyncEngineArgs from vllm.sampling_params import Samplin...
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import argparse import asyncio import json from typing import List from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import uvicorn from vllm import AsyncLLMEngine from vllm.engine.arg_utils import AsyncEngineArgs from vllm.sampling_params import Samplin...
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import argparse import asyncio import json from typing import List from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import uvicorn from vllm import AsyncLLMEngine from vllm.engine.arg_utils import AsyncEngineArgs from vllm.sampling_params import Samplin...
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import argparse import asyncio import json from typing import List from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import uvicorn from vllm import AsyncLLMEngine from vllm.engine.arg_utils import AsyncEngineArgs from vllm.sampling_params import Samplin...
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from json import loads import os import random import time from fastchat.utils import build_logger from fastchat.constants import WORKER_API_TIMEOUT logger = build_logger("gradio_web_server", "gradio_web_server.log") def ai2_api_stream_iter( model_name, messages, temperature, top_p, max_new_tokens,...
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import argparse import asyncio import dataclasses import logging import json import os import time from typing import List, Union import threading import uuid from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import requests import torch import torch.nn....
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import argparse import asyncio import dataclasses import logging import json import os import time from typing import List, Union import threading import uuid from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import requests import torch import torch.nn....
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import argparse import asyncio import dataclasses import logging import json import os import time from typing import List, Union import threading import uuid from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import requests import torch import torch.nn....
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import argparse import asyncio import dataclasses import logging import json import os import time from typing import List, Union import threading import uuid from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import requests import torch import torch.nn....
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import argparse import asyncio import dataclasses import logging import json import os import time from typing import List, Union import threading import uuid from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import requests import torch import torch.nn....
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import argparse import asyncio import dataclasses import logging import json import os import time from typing import List, Union import threading import uuid from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import requests import torch import torch.nn....
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import argparse import asyncio import dataclasses import logging import json import os import time from typing import List, Union import threading import uuid from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import requests import torch import torch.nn....
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import argparse import asyncio import dataclasses import logging import json import os import time from typing import List, Union import threading import uuid from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import requests import torch import torch.nn....
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import abc import gc import json import math import os import sys import time from typing import Iterable, Optional, Dict import warnings import psutil import torch from transformers import ( AutoTokenizer, AutoModelForCausalLM, LlamaTokenizer, LlamaForCausalLM, AutoModel, AutoModelForSeq2SeqLM,...
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import argparse import base64 import gc import json import os from typing import List, Optional import uuid import torch import torch.nn.functional as F from transformers import set_seed import uvicorn from fastchat.constants import ErrorCode, SERVER_ERROR_MSG from fastchat.model.model_adapter import ( load_model, ...
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import argparse import asyncio import dataclasses from enum import Enum, auto import json import logging import os import time from typing import List, Union import threading from fastapi import FastAPI, Request from fastapi.responses import StreamingResponse import numpy as np import requests import uvicorn from fastc...
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import argparse import asyncio import dataclasses from enum import Enum, auto import json import logging import os import time from typing import List, Union import threading from fastapi import FastAPI, Request from fastapi.responses import StreamingResponse import numpy as np import requests import uvicorn from fastc...
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import argparse import asyncio import dataclasses from enum import Enum, auto import json import logging import os import time from typing import List, Union import threading from fastapi import FastAPI, Request from fastapi.responses import StreamingResponse import numpy as np import requests import uvicorn from fastc...
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import argparse import asyncio import dataclasses from enum import Enum, auto import json import logging import os import time from typing import List, Union import threading from fastapi import FastAPI, Request from fastapi.responses import StreamingResponse import numpy as np import requests import uvicorn from fastc...
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import argparse import asyncio import dataclasses from enum import Enum, auto import json import logging import os import time from typing import List, Union import threading from fastapi import FastAPI, Request from fastapi.responses import StreamingResponse import numpy as np import requests import uvicorn from fastc...
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import argparse import asyncio import dataclasses from enum import Enum, auto import json import logging import os import time from typing import List, Union import threading from fastapi import FastAPI, Request from fastapi.responses import StreamingResponse import numpy as np import requests import uvicorn from fastc...
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import argparse import asyncio import dataclasses from enum import Enum, auto import json import logging import os import time from typing import List, Union import threading from fastapi import FastAPI, Request from fastapi.responses import StreamingResponse import numpy as np import requests import uvicorn from fastc...
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import argparse import asyncio import dataclasses from enum import Enum, auto import json import logging import os import time from typing import List, Union import threading from fastapi import FastAPI, Request from fastapi.responses import StreamingResponse import numpy as np import requests import uvicorn from fastc...
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import argparse import asyncio import dataclasses from enum import Enum, auto import json import logging import os import time from typing import List, Union import threading from fastapi import FastAPI, Request from fastapi.responses import StreamingResponse import numpy as np import requests import uvicorn from fastc...
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import argparse import asyncio import dataclasses from enum import Enum, auto import json import logging import os import time from typing import List, Union import threading from fastapi import FastAPI, Request from fastapi.responses import StreamingResponse import numpy as np import requests import uvicorn from fastc...
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import sys import os import subprocess import re import argparse LOGDIR = "./logs/" controller_args = ["controller-host", "controller-port", "dispatch-method"] server_args = [ "server-host", "server-port", "allow-credentials", "api-keys", "controller-address", ] args = parser.parse_args() args = arg...
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import asyncio import threading import time from typing import List from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import requests from fastchat.constants import WORKER_HEART_BEAT_INTERVAL from fastchat.conversation import Conversation from fastchat.u...
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import asyncio import threading import time from typing import List from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import requests from fastchat.constants import WORKER_HEART_BEAT_INTERVAL from fastchat.conversation import Conversation from fastchat.u...
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import asyncio import threading import time from typing import List from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import requests from fastchat.constants import WORKER_HEART_BEAT_INTERVAL from fastchat.conversation import Conversation from fastchat.u...
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import asyncio import threading import time from typing import List from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import requests from fastchat.constants import WORKER_HEART_BEAT_INTERVAL from fastchat.conversation import Conversation from fastchat.u...
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import asyncio import threading import time from typing import List from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import requests from fastchat.constants import WORKER_HEART_BEAT_INTERVAL from fastchat.conversation import Conversation from fastchat.u...
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import asyncio import threading import time from typing import List from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import requests from fastchat.constants import WORKER_HEART_BEAT_INTERVAL from fastchat.conversation import Conversation from fastchat.u...
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import asyncio import threading import time from typing import List from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import requests from fastchat.constants import WORKER_HEART_BEAT_INTERVAL from fastchat.conversation import Conversation from fastchat.u...
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import asyncio import threading import time from typing import List from fastapi import FastAPI, Request, BackgroundTasks from fastapi.responses import StreamingResponse, JSONResponse import requests from fastchat.constants import WORKER_HEART_BEAT_INTERVAL from fastchat.conversation import Conversation from fastchat.u...
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import argparse import numpy as np from fastchat.serve.monitor.monitor import load_leaderboard_table_csv def model_hyperlink(model_name, link): return f'<a target="_blank" href="{link}"> {model_name} </a>'
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import argparse import ast import json import pickle import os import threading import time import pandas as pd import gradio as gr import numpy as np from fastchat.serve.monitor.basic_stats import report_basic_stats, get_log_files from fastchat.serve.monitor.clean_battle_data import clean_battle_data from fastchat.ser...
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import argparse import ast import json import pickle import os import threading import time import pandas as pd import gradio as gr import numpy as np from fastchat.serve.monitor.basic_stats import report_basic_stats, get_log_files from fastchat.serve.monitor.clean_battle_data import clean_battle_data from fastchat.ser...
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import argparse import json import pickle import string import time import numpy as np from sentence_transformers import SentenceTransformer from sentence_transformers.util import cos_sim from sklearn.cluster import KMeans, AgglomerativeClustering import torch from tqdm import tqdm from fastchat.utils import detect_lan...
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import argparse import json import pickle import string import time import numpy as np from sentence_transformers import SentenceTransformer from sentence_transformers.util import cos_sim from sklearn.cluster import KMeans, AgglomerativeClustering import torch from tqdm import tqdm from fastchat.utils import detect_lan...
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import argparse import json import pickle import string import time import numpy as np from sentence_transformers import SentenceTransformer from sentence_transformers.util import cos_sim from sklearn.cluster import KMeans, AgglomerativeClustering import torch from tqdm import tqdm from fastchat.utils import detect_lan...
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import argparse import json import pickle import string import time import numpy as np from sentence_transformers import SentenceTransformer from sentence_transformers.util import cos_sim from sklearn.cluster import KMeans, AgglomerativeClustering import torch from tqdm import tqdm from fastchat.utils import detect_lan...
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import argparse import json import pickle import string import time import numpy as np from sentence_transformers import SentenceTransformer from sentence_transformers.util import cos_sim from sklearn.cluster import KMeans, AgglomerativeClustering import torch from tqdm import tqdm from fastchat.utils import detect_lan...
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import argparse import json import pickle import string import time import numpy as np from sentence_transformers import SentenceTransformer from sentence_transformers.util import cos_sim from sklearn.cluster import KMeans, AgglomerativeClustering import torch from tqdm import tqdm from fastchat.utils import detect_lan...
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import argparse import json import pickle import string import time import numpy as np from sentence_transformers import SentenceTransformer from sentence_transformers.util import cos_sim from sklearn.cluster import KMeans, AgglomerativeClustering import torch from tqdm import tqdm from fastchat.utils import detect_lan...
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import argparse import json import pickle import string import time import numpy as np from sentence_transformers import SentenceTransformer from sentence_transformers.util import cos_sim from sklearn.cluster import KMeans, AgglomerativeClustering import torch from tqdm import tqdm from fastchat.utils import detect_lan...
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import argparse from collections import defaultdict from enum import Enum, auto import json import os import random from tqdm import tqdm blocked_words = [] class TypeCode(Enum): def detect_type(conv): for key in ["conversation_a", "conversation_b"]: messages = [row["content"] for row in conv[key]] ...
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import argparse import datetime import json import os from pytz import timezone import time import kaleido import numpy as np import pandas as pd import plotly.express as px import plotly.graph_objects as go from tqdm import tqdm import plotly.io as pio import transformers def to_remove(x): for d in ["08-09", "08-...
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import argparse from concurrent.futures import ProcessPoolExecutor from collections import defaultdict from enum import Enum, auto import json import os import random from tqdm import tqdm import opencc blocked_words = [] cc_converter = opencc.OpenCC("t2s") class TypeCode(Enum): CORRECT = auto() ANONYMIZED = au...
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import argparse from collections import defaultdict import datetime import json import math import pickle from pytz import timezone import numpy as np import pandas as pd import plotly.express as px from tqdm import tqdm from fastchat.model.model_registry import get_model_info from fastchat.serve.monitor.basic_stats im...
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import argparse import datetime import json import os from pytz import timezone import time from tqdm import tqdm from fastchat.serve.monitor.basic_stats import NUM_SERVERS from fastchat.serve.monitor.clean_battle_data import ( to_openai_format, replace_model_name, ) from fastchat.utils import detect_language ...
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import argparse import datetime import json import os from pytz import timezone import time from tqdm import tqdm from fastchat.serve.monitor.basic_stats import NUM_SERVERS from fastchat.serve.monitor.clean_battle_data import ( to_openai_format, replace_model_name, ) from fastchat.utils import detect_language N...
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import argparse import pickle from fastchat.llm_judge.common import ( chat_completion_openai, chat_completion_openai_azure, chat_completion_anthropic, ) from fastchat.conversation import get_conv_template def truncate_string(s, l): half = int(l // 2) return s[:half] + s[-half:] if len(s) > l else s
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import argparse from concurrent.futures import ThreadPoolExecutor import json import os import time import openai import requests from tqdm import tqdm def tag_moderation(text): result = API_ERROR_OUTPUT for _ in range(API_MAX_RETRY): try: result = openai.Moderation.create(input=text)["resul...
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import argparse import code import datetime import json import os from pytz import timezone import time import pandas as pd from tqdm import tqdm def get_log_files(max_num_files=None): dates = [] for month in [4, 5]: for day in range(1, 32): dates.append(f"2023-{month:02d}-{day:02d}") ...
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import argparse import code import datetime import json import os from pytz import timezone import time import pandas as pd from tqdm import tqdm def pretty_print_conversation(messages): def inspect_convs(log_files): data = [] for filename in tqdm(log_files, desc="read files"): for retry in range(5): ...
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import argparse from collections import defaultdict import datetime import json import os import random import time import uuid import gradio as gr import requests from fastchat.conversation import SeparatorStyle from fastchat.constants import ( LOGDIR, WORKER_API_TIMEOUT, ErrorCode, MODERATION_MSG, ...
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import argparse from collections import defaultdict import datetime import json import os import random import time import uuid import gradio as gr import requests from fastchat.conversation import SeparatorStyle from fastchat.constants import ( LOGDIR, WORKER_API_TIMEOUT, ErrorCode, MODERATION_MSG, ...
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import json import time import gradio as gr import numpy as np from fastchat.constants import ( MODERATION_MSG, CONVERSATION_LIMIT_MSG, INPUT_CHAR_LEN_LIMIT, CONVERSATION_TURN_LIMIT, ) from fastchat.model.model_adapter import get_conversation_template from fastchat.serve.gradio_web_server import ( S...
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import asyncio import argparse import json import os from typing import Generator, Optional, Union, Dict, List, Any import aiohttp import fastapi from fastapi import Depends, HTTPException from fastapi.exceptions import RequestValidationError from fastapi.middleware.cors import CORSMiddleware from fastapi.responses imp...
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import asyncio import argparse import json import os from typing import Generator, Optional, Union, Dict, List, Any import aiohttp import fastapi from fastapi import Depends, HTTPException from fastapi.exceptions import RequestValidationError from fastapi.middleware.cors import CORSMiddleware from fastapi.responses imp...
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import asyncio import argparse import json import os from typing import Generator, Optional, Union, Dict, List, Any import aiohttp import fastapi from fastapi import Depends, HTTPException from fastapi.exceptions import RequestValidationError from fastapi.middleware.cors import CORSMiddleware from fastapi.responses imp...
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import asyncio import argparse import json import os from typing import Generator, Optional, Union, Dict, List, Any import aiohttp import fastapi from fastapi import Depends, HTTPException from fastapi.exceptions import RequestValidationError from fastapi.middleware.cors import CORSMiddleware from fastapi.responses imp...
Creates a completion for the chat message
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import asyncio import argparse import json import os from typing import Generator, Optional, Union, Dict, List, Any import aiohttp import fastapi from fastapi import Depends, HTTPException from fastapi.exceptions import RequestValidationError from fastapi.middleware.cors import CORSMiddleware from fastapi.responses imp...
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import asyncio import argparse import json import os from typing import Generator, Optional, Union, Dict, List, Any import aiohttp import fastapi from fastapi import Depends, HTTPException from fastapi.exceptions import RequestValidationError from fastapi.middleware.cors import CORSMiddleware from fastapi.responses imp...
Creates embeddings for the text
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import asyncio import argparse import json import os from typing import Generator, Optional, Union, Dict, List, Any import aiohttp import fastapi from fastapi import Depends, HTTPException from fastapi.exceptions import RequestValidationError from fastapi.middleware.cors import CORSMiddleware from fastapi.responses imp...
Checks the token count for each message in your list This is not part of the OpenAI API spec.
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import asyncio import argparse import json import os from typing import Generator, Optional, Union, Dict, List, Any import aiohttp import fastapi from fastapi import Depends, HTTPException from fastapi.exceptions import RequestValidationError from fastapi.middleware.cors import CORSMiddleware from fastapi.responses imp...
Creates a completion for the chat message
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import asyncio import argparse import json import os from typing import Generator, Optional, Union, Dict, List, Any import aiohttp import fastapi from fastapi import Depends, HTTPException from fastapi.exceptions import RequestValidationError from fastapi.middleware.cors import CORSMiddleware from fastapi.responses imp...
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import json import time import gradio as gr import numpy as np from fastchat.constants import ( MODERATION_MSG, CONVERSATION_LIMIT_MSG, SLOW_MODEL_MSG, INPUT_CHAR_LEN_LIMIT, CONVERSATION_TURN_LIMIT, ) from fastchat.model.model_adapter import get_conversation_template from fastchat.serve.gradio_block...
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import argparse import pickle import time import gradio as gr from fastchat.constants import ( SESSION_EXPIRATION_TIME, ) from fastchat.serve.gradio_block_arena_anony import ( build_side_by_side_ui_anony, load_demo_side_by_side_anony, set_global_vars_anony, ) from fastchat.serve.gradio_block_arena_named...
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import argparse import json import re import polyglot from polyglot.detect import Detector import pycld2 from tqdm import tqdm def skip(conv, args): # Remove certain languages if args.keep_lang != "all" or args.skip_lang is not None: text = "\n".join([x["value"] for x in conv["conversations"]]) ...
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import json The provided code snippet includes necessary dependencies for implementing the `identity_questions` function. Write a Python function `def identity_questions()` to solve the following problem: " Adapted from https://github.com/young-geng/koala_data_pipeline/blob/main/process_hard_coded_data.py Here is the...
" Adapted from https://github.com/young-geng/koala_data_pipeline/blob/main/process_hard_coded_data.py
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import argparse from concurrent.futures import ProcessPoolExecutor import json from typing import Dict, Sequence, Optional import transformers from tqdm import tqdm tokenizer = max_length = None def worker(input_data): result = [] for sample in input_data: result.extend(split_one_sample(sample)) ret...
Keep the maximum round of conversations within the max token length constraint
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import argparse from concurrent.futures import ProcessPoolExecutor import json from typing import Dict, Sequence, Optional import transformers from tqdm import tqdm def filter_invalid_roles(content): new_content = [] for i, c in enumerate(content): roles = ["human", "gpt"] if len(c["conversatio...
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import argparse import json import re from tqdm import tqdm wrong_indices_pattern = re.compile("\n1\. [^2]*\n1\. ") def should_skip(conv): # Filter wrong list indices like https://sharegpt.com/c/1pREAGO for sentence in conv["conversations"]: val = sentence["value"] sub = re.search(wrong_indices...
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import argparse from concurrent.futures import ProcessPoolExecutor import json import numpy as np from tqdm import tqdm from transformers import AutoTokenizer, AutoModelForCausalLM def tokenize_one_sample(c): for i in range(len(c["conversations"])): v = c["conversations"][i]["value"] c["conversation...
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import argparse from concurrent.futures import ProcessPoolExecutor import json import numpy as np from tqdm import tqdm from transformers import AutoTokenizer, AutoModelForCausalLM def compute_stats(content): sample_lens = [] sample_turns = [] prompt_lens = [] res_lens = [] for c in content: ...
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import argparse from concurrent.futures import ProcessPoolExecutor import json import logging import re from typing import Dict, Union import bs4 import markdownify from tqdm import tqdm def clean_html_one_sample(sample): roles = ["human", "gpt"] if len(sample["conversations"]) <= 1: return (sample, 1)...
Clean the source html files.