repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/core.py | lib/itchat/core.py | import requests
from . import storage
class Core(object):
def __init__(self):
''' init is the only method defined in core.py
alive is value showing whether core is running
- you should call logout method to change it
- after logout, a core object can login again... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/log.py | lib/itchat/log.py | import logging
class LogSystem(object):
handlerList = []
showOnCmd = True
loggingLevel = logging.INFO
loggingFile = None
def __init__(self):
self.logger = logging.getLogger('itchat')
self.logger.addHandler(logging.NullHandler())
self.logger.setLevel(self.loggingLevel)
... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/utils.py | lib/itchat/utils.py | import re, os, sys, subprocess, copy, traceback, logging
try:
from HTMLParser import HTMLParser
except ImportError:
from html.parser import HTMLParser
try:
from urllib import quote as _quote
quote = lambda n: _quote(n.encode('utf8', 'replace'))
except ImportError:
from urllib.parse import quote
im... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/config.py | lib/itchat/config.py | import os, platform
VERSION = '1.5.0.dev'
# use this envrionment to initialize the async & sync componment
ASYNC_COMPONENTS = os.environ.get('ITCHAT_UOS_ASYNC', False)
BASE_URL = 'https://login.weixin.qq.com'
OS = platform.system() # Windows, Linux, Darwin
DIR = os.getcwd()
DEFAULT_QR = 'QR.png'
TIMEOUT = (10, 60)
... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/__init__.py | lib/itchat/__init__.py | from .core import Core
from .config import VERSION, ASYNC_COMPONENTS
from .log import set_logging
if ASYNC_COMPONENTS:
from .async_components import load_components
else:
from .components import load_components
__version__ = VERSION
instanceList = []
def load_async_itchat() -> Core:
"""load async-base... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/content.py | lib/itchat/content.py | TEXT = 'Text'
MAP = 'Map'
CARD = 'Card'
NOTE = 'Note'
SHARING = 'Sharing'
PICTURE = 'Picture'
RECORDING = VOICE = 'Recording'
ATTACHMENT = 'Attachment'
VIDEO = 'Video'
FRIENDS = 'Friends'
SYSTEM = 'System'
INCOME_MSG = [TEXT, MAP, CARD, NOTE, SHARING, PICTURE,
RECORDING,... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/storage/messagequeue.py | lib/itchat/storage/messagequeue.py | import logging
try:
import Queue as queue
except ImportError:
import queue
from .templates import AttributeDict
logger = logging.getLogger('itchat')
class Queue(queue.Queue):
def put(self, message):
queue.Queue.put(self, Message(message))
class Message(AttributeDict):
def download(self, file... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/storage/templates.py | lib/itchat/storage/templates.py | import logging, copy, pickle
from weakref import ref
from ..returnvalues import ReturnValue
from ..utils import update_info_dict
logger = logging.getLogger('itchat')
class AttributeDict(dict):
def __getattr__(self, value):
keyName = value[0].upper() + value[1:]
try:
return self[keyNam... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/storage/__init__.py | lib/itchat/storage/__init__.py | import os, time, copy
from threading import Lock
from .messagequeue import Queue
from .templates import (
ContactList, AbstractUserDict, User,
MassivePlatform, Chatroom, ChatroomMember)
def contact_change(fn):
def _contact_change(core, *args, **kwargs):
with core.storageClass.updateLock:
... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/components/login.py | lib/itchat/components/login.py | import os
import time
import re
import io
import threading
import json
import xml.dom.minidom
import random
import traceback
import logging
try:
from httplib import BadStatusLine
except ImportError:
from http.client import BadStatusLine
import requests
from pyqrcode import QRCode
from .. import config, utils
... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/components/register.py | lib/itchat/components/register.py | import logging, traceback, sys, threading
try:
import Queue
except ImportError:
import queue as Queue
from ..log import set_logging
from ..utils import test_connect
from ..storage import templates
logger = logging.getLogger('itchat')
def load_register(core):
core.auto_login = auto_login
core.co... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/components/__init__.py | lib/itchat/components/__init__.py | from .contact import load_contact
from .hotreload import load_hotreload
from .login import load_login
from .messages import load_messages
from .register import load_register
def load_components(core):
load_contact(core)
load_hotreload(core)
load_login(core)
load_messages(core)
load_register(core)
| python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/components/messages.py | lib/itchat/components/messages.py | import os, time, re, io
import json
import mimetypes, hashlib
import logging
from collections import OrderedDict
import requests
from .. import config, utils
from ..returnvalues import ReturnValue
from ..storage import templates
from .contact import update_local_uin
logger = logging.getLogger('itchat')
def load_mes... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/components/hotreload.py | lib/itchat/components/hotreload.py | import pickle, os
import logging
import requests
from ..config import VERSION
from ..returnvalues import ReturnValue
from ..storage import templates
from .contact import update_local_chatrooms, update_local_friends
from .messages import produce_msg
logger = logging.getLogger('itchat')
def load_hotreload(core):
... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/components/contact.py | lib/itchat/components/contact.py | import time
import re
import io
import json
import copy
import logging
from .. import config, utils
from ..returnvalues import ReturnValue
from ..storage import contact_change
from ..utils import update_info_dict
logger = logging.getLogger('itchat')
def load_contact(core):
core.update_chatroom = update_chatroom... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/async_components/login.py | lib/itchat/async_components/login.py | import asyncio
import os, time, re, io
import threading
import json
import random
import traceback
import logging
try:
from httplib import BadStatusLine
except ImportError:
from http.client import BadStatusLine
import requests # type: ignore
from pyqrcode import QRCode
from .. import config, utils
from ..ret... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/async_components/register.py | lib/itchat/async_components/register.py | import logging, traceback, sys, threading
try:
import Queue
except ImportError:
import queue as Queue # type: ignore
from ..log import set_logging
from ..utils import test_connect
from ..storage import templates
logger = logging.getLogger('itchat')
def load_register(core):
core.auto_login = auto_l... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/async_components/__init__.py | lib/itchat/async_components/__init__.py | from .contact import load_contact
from .hotreload import load_hotreload
from .login import load_login
from .messages import load_messages
from .register import load_register
def load_components(core):
load_contact(core)
load_hotreload(core)
load_login(core)
load_messages(core)
load_register(core)
| python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/async_components/messages.py | lib/itchat/async_components/messages.py | import os, time, re, io
import json
import mimetypes, hashlib
import logging
from collections import OrderedDict
from .. import config, utils
from ..returnvalues import ReturnValue
from ..storage import templates
from .contact import update_local_uin
logger = logging.getLogger('itchat')
def load_messages(core):
... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/async_components/hotreload.py | lib/itchat/async_components/hotreload.py | import pickle, os
import logging
import requests # type: ignore
from ..config import VERSION
from ..returnvalues import ReturnValue
from ..storage import templates
from .contact import update_local_chatrooms, update_local_friends
from .messages import produce_msg
logger = logging.getLogger('itchat')
def load_hotre... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/lib/itchat/async_components/contact.py | lib/itchat/async_components/contact.py | import time, re, io
import json, copy
import logging
from .. import config, utils
from ..components.contact import accept_friend
from ..returnvalues import ReturnValue
from ..storage import contact_change
from ..utils import update_info_dict
logger = logging.getLogger('itchat')
def load_contact(core):
core.updat... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/channel_factory.py | channel/channel_factory.py | """
channel factory
"""
from common import const
from .channel import Channel
def create_channel(channel_type) -> Channel:
"""
create a channel instance
:param channel_type: channel type code
:return: channel instance
"""
ch = Channel()
if channel_type == "wx":
from channel.wechat.... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/chat_message.py | channel/chat_message.py | """
本类表示聊天消息，用于对itchat和wechaty的消息进行统一的封装。
填好必填项(群聊6个，非群聊8个)，即可接入ChatChannel，并支持插件，参考TerminalChannel
ChatMessage
msg_id: 消息id (必填)
create_time: 消息创建时间
ctype: 消息类型 : ContextType (必填)
content: 消息内容, 如果是声音/图片，这里是文件路径 (必填)
from_user_id: 发送者id (必填)
from_user_nickname: 发送者昵称
to_user_id: 接收者id (必填)
to_user_nickname: 接收者昵称
... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/chat_channel.py | channel/chat_channel.py | import os
import re
import threading
import time
from asyncio import CancelledError
from concurrent.futures import Future, ThreadPoolExecutor
from bridge.context import *
from bridge.reply import *
from channel.channel import Channel
from common.dequeue import Dequeue
from common import memory
from plugins import *
t... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/channel.py | channel/channel.py | """
Message sending channel abstract class
"""
from bridge.bridge import Bridge
from bridge.context import Context
from bridge.reply import *
class Channel(object):
channel_type = ""
NOT_SUPPORT_REPLYTYPE = [ReplyType.VOICE, ReplyType.IMAGE]
def startup(self):
"""
init channel
""... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wechatcom/wechatcomapp_message.py | channel/wechatcom/wechatcomapp_message.py | from wechatpy.enterprise import WeChatClient
from bridge.context import ContextType
from channel.chat_message import ChatMessage
from common.log import logger
from common.tmp_dir import TmpDir
class WechatComAppMessage(ChatMessage):
def __init__(self, msg, client: WeChatClient, is_group=False):
super()._... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wechatcom/wechatcomapp_client.py | channel/wechatcom/wechatcomapp_client.py | # wechatcomapp_client.py
import threading
import time
from wechatpy.enterprise import WeChatClient
class WechatComAppClient(WeChatClient):
def __init__(self, corp_id, secret, access_token=None, session=None, timeout=None, auto_retry=True):
super(WechatComAppClient, self).__init__(corp_id, secret, access_to... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wechatcom/wechatcomapp_channel.py | channel/wechatcom/wechatcomapp_channel.py | # -*- coding=utf-8 -*-
import io
import os
import time
import requests
import web
from wechatpy.enterprise import create_reply, parse_message
from wechatpy.enterprise.crypto import WeChatCrypto
from wechatpy.enterprise.exceptions import InvalidCorpIdException
from wechatpy.exceptions import InvalidSignatureException, ... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wechat/wechat_message.py | channel/wechat/wechat_message.py | import re
from bridge.context import ContextType
from channel.chat_message import ChatMessage
from common.log import logger
from common.tmp_dir import TmpDir
from lib import itchat
from lib.itchat.content import *
class WechatMessage(ChatMessage):
def __init__(self, itchat_msg, is_group=False):
super().__... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wechat/wcf_message.py | channel/wechat/wcf_message.py | # encoding:utf-8
"""
wechat channel message
"""
from bridge.context import ContextType
from channel.chat_message import ChatMessage
from common.log import logger
from wcferry import WxMsg
class WechatfMessage(ChatMessage):
"""
微信消息封装类
"""
def __init__(self, channel, wcf_msg: WxMsg, is_group=False):... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wechat/wechaty_message.py | channel/wechat/wechaty_message.py | import asyncio
import re
from wechaty import MessageType
from wechaty.user import Message
from bridge.context import ContextType
from channel.chat_message import ChatMessage
from common.log import logger
from common.tmp_dir import TmpDir
class aobject(object):
"""Inheriting this class allows you to define an as... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wechat/wechaty_channel.py | channel/wechat/wechaty_channel.py | # encoding:utf-8
"""
wechaty channel
Python Wechaty - https://github.com/wechaty/python-wechaty
"""
import asyncio
import base64
import os
import time
from wechaty import Contact, Wechaty
from wechaty.user import Message
from wechaty_puppet import FileBox
from bridge.context import *
from bridge.context import Conte... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wechat/wcf_channel.py | channel/wechat/wcf_channel.py | # encoding:utf-8
"""
wechat channel
"""
import io
import json
import os
import threading
import time
from queue import Empty
from typing import Any
from bridge.context import *
from bridge.reply import *
from channel.chat_channel import ChatChannel
from channel.wechat.wcf_message import WechatfMessage
from common.lo... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wechat/wechat_channel.py | channel/wechat/wechat_channel.py | # encoding:utf-8
"""
wechat channel
"""
import io
import json
import os
import threading
import time
import requests
from bridge.context import *
from bridge.reply import *
from channel.chat_channel import ChatChannel
from channel import chat_channel
from channel.wechat.wechat_message import *
from common.expired_di... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/feishu/feishu_channel.py | channel/feishu/feishu_channel.py | """
飞书通道接入
@author Saboteur7
@Date 2023/11/19
"""
# -*- coding=utf-8 -*-
import uuid
import requests
import web
from channel.feishu.feishu_message import FeishuMessage
from bridge.context import Context
from bridge.reply import Reply, ReplyType
from common.log import logger
from common.singleton import singleton
fro... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/feishu/feishu_message.py | channel/feishu/feishu_message.py | from bridge.context import ContextType
from channel.chat_message import ChatMessage
import json
import requests
from common.log import logger
from common.tmp_dir import TmpDir
from common import utils
class FeishuMessage(ChatMessage):
def __init__(self, event: dict, is_group=False, access_token=None):
sup... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/dingtalk/dingtalk_message.py | channel/dingtalk/dingtalk_message.py | import os
import requests
from dingtalk_stream import ChatbotMessage
from bridge.context import ContextType
from channel.chat_message import ChatMessage
# -*- coding=utf-8 -*-
from common.log import logger
from common.tmp_dir import TmpDir
class DingTalkMessage(ChatMessage):
def __init__(self, event: ChatbotMes... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/dingtalk/dingtalk_channel.py | channel/dingtalk/dingtalk_channel.py | """
钉钉通道接入
@author huiwen
@Date 2023/11/28
"""
import copy
import json
# -*- coding=utf-8 -*-
import logging
import time
import dingtalk_stream
from dingtalk_stream import AckMessage
from dingtalk_stream.card_replier import AICardReplier
from dingtalk_stream.card_replier import AICardStatus
from dingtalk_stream.card_... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/terminal/terminal_channel.py | channel/terminal/terminal_channel.py | import sys
from bridge.context import *
from bridge.reply import Reply, ReplyType
from channel.chat_channel import ChatChannel, check_prefix
from channel.chat_message import ChatMessage
from common.log import logger
from config import conf
class TerminalMessage(ChatMessage):
def __init__(
self,
m... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wework/run.py | channel/wework/run.py | import os
import time
os.environ['ntwork_LOG'] = "ERROR"
import ntwork
wework = ntwork.WeWork()
def forever():
try:
while True:
time.sleep(0.1)
except KeyboardInterrupt:
ntwork.exit_()
os._exit(0)
| python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wework/wework_channel.py | channel/wework/wework_channel.py | import io
import os
import random
import tempfile
import threading
os.environ['ntwork_LOG'] = "ERROR"
import ntwork
import requests
import uuid
from bridge.context import *
from bridge.reply import *
from channel.chat_channel import ChatChannel
from channel.wework.wework_message import *
from channel.wework.wework_mes... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wework/wework_message.py | channel/wework/wework_message.py | import datetime
import json
import os
import re
import time
import pilk
from bridge.context import ContextType
from channel.chat_message import ChatMessage
from common.log import logger
from ntwork.const import send_type
def get_with_retry(get_func, max_retries=5, delay=5):
retries = 0
result = None
whil... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wechatmp/passive_reply.py | channel/wechatmp/passive_reply.py | import asyncio
import time
import web
from wechatpy import parse_message
from wechatpy.replies import ImageReply, VoiceReply, create_reply
import textwrap
from bridge.context import *
from bridge.reply import *
from channel.wechatmp.common import *
from channel.wechatmp.wechatmp_channel import WechatMPChannel
from cha... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wechatmp/wechatmp_channel.py | channel/wechatmp/wechatmp_channel.py | # -*- coding: utf-8 -*-
import asyncio
import imghdr
import io
import os
import threading
import time
import requests
import web
from wechatpy.crypto import WeChatCrypto
from wechatpy.exceptions import WeChatClientException
from collections import defaultdict
from bridge.context import *
from bridge.reply import *
fr... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wechatmp/wechatmp_client.py | channel/wechatmp/wechatmp_client.py | import threading
import time
from wechatpy.client import WeChatClient
from wechatpy.exceptions import APILimitedException
from channel.wechatmp.common import *
from common.log import logger
class WechatMPClient(WeChatClient):
def __init__(self, appid, secret, access_token=None, session=None, timeout=None, auto_... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wechatmp/common.py | channel/wechatmp/common.py | import web
from wechatpy.crypto import WeChatCrypto
from wechatpy.exceptions import InvalidSignatureException
from wechatpy.utils import check_signature
from config import conf
MAX_UTF8_LEN = 2048
class WeChatAPIException(Exception):
pass
def verify_server(data):
try:
signature = data.signature
... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wechatmp/wechatmp_message.py | channel/wechatmp/wechatmp_message.py | # -*- coding: utf-8 -*-#
from bridge.context import ContextType
from channel.chat_message import ChatMessage
from common.log import logger
from common.tmp_dir import TmpDir
class WeChatMPMessage(ChatMessage):
def __init__(self, msg, client=None):
super().__init__(msg)
self.msg_id = msg.id
... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/wechatmp/active_reply.py | channel/wechatmp/active_reply.py | import time
import web
from wechatpy import parse_message
from wechatpy.replies import create_reply
from bridge.context import *
from bridge.reply import *
from channel.wechatmp.common import *
from channel.wechatmp.wechatmp_channel import WechatMPChannel
from channel.wechatmp.wechatmp_message import WeChatMPMessage
... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
zhayujie/chatgpt-on-wechat | https://github.com/zhayujie/chatgpt-on-wechat/blob/7e12744b8b3b7f42541df6a8eacc38ecec46845e/channel/web/web_channel.py | channel/web/web_channel.py | import sys
import time
import web
import json
import uuid
from queue import Queue, Empty
from bridge.context import *
from bridge.reply import Reply, ReplyType
from channel.chat_channel import ChatChannel, check_prefix
from channel.chat_message import ChatMessage
from common.log import logger
from common.singleton impo... | python | MIT | 7e12744b8b3b7f42541df6a8eacc38ecec46845e | 2026-01-04T14:40:46.018222Z | false |
google-research/bert | https://github.com/google-research/bert/blob/eedf5716ce1268e56f0a50264a88cafad334ac61/modeling.py | modeling.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | python | Apache-2.0 | eedf5716ce1268e56f0a50264a88cafad334ac61 | 2026-01-04T14:40:51.596425Z | true |
google-research/bert | https://github.com/google-research/bert/blob/eedf5716ce1268e56f0a50264a88cafad334ac61/create_pretraining_data.py | create_pretraining_data.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | python | Apache-2.0 | eedf5716ce1268e56f0a50264a88cafad334ac61 | 2026-01-04T14:40:51.596425Z | false |
google-research/bert | https://github.com/google-research/bert/blob/eedf5716ce1268e56f0a50264a88cafad334ac61/extract_features.py | extract_features.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | python | Apache-2.0 | eedf5716ce1268e56f0a50264a88cafad334ac61 | 2026-01-04T14:40:51.596425Z | false |
google-research/bert | https://github.com/google-research/bert/blob/eedf5716ce1268e56f0a50264a88cafad334ac61/run_classifier_with_tfhub.py | run_classifier_with_tfhub.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | python | Apache-2.0 | eedf5716ce1268e56f0a50264a88cafad334ac61 | 2026-01-04T14:40:51.596425Z | false |
google-research/bert | https://github.com/google-research/bert/blob/eedf5716ce1268e56f0a50264a88cafad334ac61/tokenization.py | tokenization.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | python | Apache-2.0 | eedf5716ce1268e56f0a50264a88cafad334ac61 | 2026-01-04T14:40:51.596425Z | false |
google-research/bert | https://github.com/google-research/bert/blob/eedf5716ce1268e56f0a50264a88cafad334ac61/run_squad.py | run_squad.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | python | Apache-2.0 | eedf5716ce1268e56f0a50264a88cafad334ac61 | 2026-01-04T14:40:51.596425Z | true |
google-research/bert | https://github.com/google-research/bert/blob/eedf5716ce1268e56f0a50264a88cafad334ac61/optimization.py | optimization.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | python | Apache-2.0 | eedf5716ce1268e56f0a50264a88cafad334ac61 | 2026-01-04T14:40:51.596425Z | false |
google-research/bert | https://github.com/google-research/bert/blob/eedf5716ce1268e56f0a50264a88cafad334ac61/modeling_test.py | modeling_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | python | Apache-2.0 | eedf5716ce1268e56f0a50264a88cafad334ac61 | 2026-01-04T14:40:51.596425Z | false |
google-research/bert | https://github.com/google-research/bert/blob/eedf5716ce1268e56f0a50264a88cafad334ac61/tokenization_test.py | tokenization_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | python | Apache-2.0 | eedf5716ce1268e56f0a50264a88cafad334ac61 | 2026-01-04T14:40:51.596425Z | false |
google-research/bert | https://github.com/google-research/bert/blob/eedf5716ce1268e56f0a50264a88cafad334ac61/__init__.py | __init__.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | python | Apache-2.0 | eedf5716ce1268e56f0a50264a88cafad334ac61 | 2026-01-04T14:40:51.596425Z | false |
google-research/bert | https://github.com/google-research/bert/blob/eedf5716ce1268e56f0a50264a88cafad334ac61/optimization_test.py | optimization_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | python | Apache-2.0 | eedf5716ce1268e56f0a50264a88cafad334ac61 | 2026-01-04T14:40:51.596425Z | false |
google-research/bert | https://github.com/google-research/bert/blob/eedf5716ce1268e56f0a50264a88cafad334ac61/run_pretraining.py | run_pretraining.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | python | Apache-2.0 | eedf5716ce1268e56f0a50264a88cafad334ac61 | 2026-01-04T14:40:51.596425Z | false |
google-research/bert | https://github.com/google-research/bert/blob/eedf5716ce1268e56f0a50264a88cafad334ac61/run_classifier.py | run_classifier.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | python | Apache-2.0 | eedf5716ce1268e56f0a50264a88cafad334ac61 | 2026-01-04T14:40:51.596425Z | true |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/scripts/tok_eval.py | scripts/tok_eval.py | """
Evaluate compression ratio of the tokenizer.
"""
from nanochat.tokenizer import get_tokenizer, RustBPETokenizer
from nanochat.dataset import parquets_iter_batched
# Random text I got from a random website this morning
news_text = r"""
(Washington, D.C., July 9, 2025)- Yesterday, Mexico’s National Service of Agro-... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/scripts/chat_sft.py | scripts/chat_sft.py | """
Finetune a base model to be a chat model.
Run on one GPU e.g. for debugging:
python -m scripts.chat_sft
Or torchrun for training:
torchrun --standalone --nproc_per_node=8 -m scripts.chat_sft
"""
import os
os.environ["PYTORCH_ALLOC_CONF"] = "expandable_segments:True"
import wandb
import torch
import torch.distr... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/scripts/mid_train.py | scripts/mid_train.py | """
Midtrain the model. Same as pretraining but simpler.
Run as:
python -m scripts.mid_train
Or torchrun for training:
torchrun --standalone --nproc_per_node=8 -m scripts.mid_train -- --device_batch_size=16
"""
from collections import deque
import os
os.environ["PYTORCH_ALLOC_CONF"] = "expandable_segments:True"
imp... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/scripts/base_eval.py | scripts/base_eval.py | """
Evaluate the CORE metric for a given model.
Run on a single GPU:
python -m scripts.base_eval
Run with torchrun on e.g. 8 GPUs:
torchrun --nproc_per_node=8 -m scripts.base_eval
The script will print the CORE metric to the console.
"""
import os
import csv
import time
import json
import yaml
import shutil
import r... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/scripts/chat_eval.py | scripts/chat_eval.py | """
Evaluate the Chat model.
All the generic code lives here, and all the evaluation-specific
code lives in nanochat directory and is imported from here.
Example runs:
python -m scripts.chat_eval -a ARC-Easy
torchrun --nproc_per_node=8 -m scripts.chat_eval -- -a ARC-Easy
"""
import argparse
from functools import part... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/scripts/base_train.py | scripts/base_train.py | """
Train model. Run as:
python base_train.py
or distributed as:
torchrun --nproc_per_node=8 base_train.py
If you are only on CPU/Macbook, you'll want to train a much much smaller LLM. Example:
python -m scripts.base_train --depth=4 --max_seq_len=512 --device_batch_size=1 --eval_tokens=512 --core_metric_every=-1 --... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/scripts/tok_train.py | scripts/tok_train.py | """
Train a tokenizer using our own BPE Tokenizer library.
In the style of GPT-4 tokenizer.
"""
import os
import time
import argparse
import torch
from nanochat.tokenizer import RustBPETokenizer
from nanochat.common import get_base_dir
from nanochat.dataset import parquets_iter_batched
# ------------------------------... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/scripts/base_loss.py | scripts/base_loss.py | """
Loads a checkpoint, and:
- Evaluates the loss on a larger chunk of train/val splits
- Samples from the model
Example run as:
torchrun --standalone --nproc_per_node=8 -m scripts.base_loss
"""
import os
from contextlib import nullcontext
import torch
from nanochat.checkpoint_manager import load_model
from nanochat.c... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/scripts/chat_cli.py | scripts/chat_cli.py | """
New and upgraded chat mode because a lot of the code has changed since the last one.
Intended to be run single GPU only atm:
python -m scripts.chat_cli -i mid
"""
import argparse
import torch
from nanochat.common import compute_init, autodetect_device_type
from contextlib import nullcontext
from nanochat.engine im... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/scripts/chat_web.py | scripts/chat_web.py | #!/usr/bin/env python3
"""
Unified web chat server - serves both UI and API from a single FastAPI instance.
Uses data parallelism to distribute requests across multiple GPUs. Each GPU loads
a full copy of the model, and incoming requests are distributed to available workers.
Launch examples:
- single available GPU (... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/scripts/chat_rl.py | scripts/chat_rl.py | """
Reinforcement learning on GSM8K via "GRPO".
I put GRPO in quotes because we actually end up with something a lot
simpler and more similar to just REINFORCE:
1) Delete trust region, so there is no KL regularization to a reference model
2) We are on policy, so there's no need for PPO ratio+clip.
3) We use GAPO styl... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/tasks/gsm8k.py | tasks/gsm8k.py | """
GSM8K evaluation.
https://huggingface.co/datasets/openai/gsm8k
Example problem instance:
Question:
Weng earns $12 an hour for babysitting. Yesterday, she just did 50 minutes of babysitting. How much did she earn?
Answer:
Weng earns 12/60 = $<<12/60=0.2>>0.2 per minute.
Working 50 minutes, she earned 0.2 x 50 = $<... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/tasks/common.py | tasks/common.py | """
Base class for all Tasks.
A Task is basically a dataset of conversations, together with some
metadata and often also evaluation criteria.
Example tasks: MMLU, ARC-Easy, ARC-Challenge, GSM8K, HumanEval, SmolTalk.
"""
import random
class Task:
"""
Base class of a Task. Allows for lightweight slicing of the ... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/tasks/smoltalk.py | tasks/smoltalk.py | """
SmolTalk by HuggingFace. Good "general" conversational dataset.
https://huggingface.co/datasets/HuggingFaceTB/smol-smoltalk
We use the "smol" version, which is more appropriate for smaller models.
"""
from datasets import load_dataset
from tasks.common import Task
class SmolTalk(Task):
""" smol-smoltalk datas... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/tasks/spellingbee.py | tasks/spellingbee.py | """
Task intended to make nanochat better in spelling and counting, for example:
"How many r are in strawberry?" -> 3
An interesting part of this task is that we will get the assistant to
solve the problem using a combination of manual counting and Python.
This is a good problem solving "instinct" to mix into the mod... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/tasks/arc.py | tasks/arc.py | """
The ARC dataset from Allen AI.
https://huggingface.co/datasets/allenai/ai2_arc
"""
from datasets import load_dataset
from tasks.common import Task, render_mc
class ARC(Task):
def __init__(self, subset, split, **kwargs):
super().__init__(**kwargs)
assert subset in ["ARC-Easy", "ARC-Challenge"]... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/tasks/mmlu.py | tasks/mmlu.py | """
The MMLU dataset.
https://huggingface.co/datasets/cais/mmlu
"""
from datasets import load_dataset
from tasks.common import Task, render_mc
class MMLU(Task):
letters = ('A', 'B', 'C', 'D')
groups = ('abstract_algebra', 'anatomy', 'astronomy', 'business_ethics', 'clinical_knowledge', 'college_biology', 'co... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/tasks/humaneval.py | tasks/humaneval.py | """
Evaluate the Chat model on HumanEval dataset.
Btw this dataset is a misnomer and has nothing to do with humans.
It is a coding benchmark.
"""
import re
from datasets import load_dataset
from nanochat.execution import execute_code
from tasks.common import Task
def extract_imports(prompt):
"""Extract import sta... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/tasks/customjson.py | tasks/customjson.py | """
CustomJSON task for loading conversations from JSONL files.
Each line in the JSONL file should be a JSON array of messages.
"""
import os
import json
from tasks.common import Task
class CustomJSON(Task):
"""
Load conversations from a JSONL file.
Each line should be a JSON array of message objects with... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/dev/gen_synthetic_data.py | dev/gen_synthetic_data.py | """
Short and crappy script to demonstrate synthetic data generation for
customizing your LLM's identity, or any other aspect really.
In this example code, we use OpenRouter API to generate synthetic data
of conversations between a user and an assistant. We use "Structured Output"
feature to get back JSON data from th... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/dev/repackage_data_reference.py | dev/repackage_data_reference.py | """
Repackage the FinewebEdu-100B dataset into shards:
- each shard is ~100MB in size (after zstd compression)
- parquets are written with row group size of 1000
- shuffle the dataset
This will be uploaded to HuggingFace for hosting.
The big deal is that our DataLoader will be able to stream
the data and cache it alo... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/tests/test_engine.py | tests/test_engine.py | """
Test Engine class. Example run:
python -m pytest tests/test_engine.py -v
"""
import torch
from nanochat.engine import KVCache, Engine
from dataclasses import dataclass
# -----------------------------------------------------------------------------
# Mock classes for testing Engine without loading a real model
... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/nanochat/configurator.py | nanochat/configurator.py | """
Poor Man's Configurator. Probably a terrible idea. Example usage:
$ python train.py config/override_file.py --batch_size=32
this will first run config/override_file.py, then override batch_size to 32
The code in this file will be run as follows from e.g. train.py:
>>> exec(open('configurator.py').read())
So it's ... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/nanochat/gpt.py | nanochat/gpt.py | """
GPT model (rewrite, a lot simpler)
Notable features:
- rotary embeddings (and no positional embeddings)
- QK norm
- untied weights for token embedding and lm_head
- relu^2 activation in MLP
- norm after token embedding
- no learnable params in rmsnorm
- no bias in linear layers
- Group-Query Attention (GQA) support... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/nanochat/report.py | nanochat/report.py | """
Utilities for generating training report cards. More messy code than usual, will fix.
"""
import os
import re
import shutil
import subprocess
import socket
import datetime
import platform
import psutil
import torch
def run_command(cmd):
"""Run a shell command and return output, or None if it fails."""
try... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/nanochat/common.py | nanochat/common.py | """
Common utilities for nanochat.
"""
import os
import re
import logging
import urllib.request
import torch
import torch.distributed as dist
from filelock import FileLock
class ColoredFormatter(logging.Formatter):
"""Custom formatter that adds colors to log messages."""
# ANSI color codes
COLORS = {
... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/nanochat/muon.py | nanochat/muon.py | """
Muon optimizer from Keller et al.
Also a lot of borrowing of ideas from modded-nanogpt.
"""
import torch
from torch import Tensor
import torch.distributed as dist
@torch.compile
def zeropower_via_newtonschulz5(G: Tensor, steps: int) -> Tensor:
"""
Newton-Schulz iteration to compute the zeroth power / ortho... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/nanochat/adamw.py | nanochat/adamw.py | """
Borrowed from modded-nanogpt. By Keller, @vagrawal, et al.
Not a general optimizer! But works for our specific use.
"""
import torch
import torch.distributed as dist
from torch import Tensor
class DistAdamW(torch.optim.Optimizer):
"""
Distributed AdamW optimizer.
In the style of ZeRO-2, i.e. sharded o... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/nanochat/core_eval.py | nanochat/core_eval.py | """
Functions for evaluating the CORE metric, as described in the DCLM paper.
https://arxiv.org/abs/2406.11794
TODOs:
- All tasks ~match except for squad. We get 31% reference is 37%. Figure out why.
"""
import random
from jinja2 import Template
import torch
import torch.distributed as dist
# -----------------------... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/nanochat/dataset.py | nanochat/dataset.py | """
The base/pretraining dataset is a set of parquet files.
This file contains utilities for:
- iterating over the parquet files and yielding documents from it
- download the files on demand if they are not on disk
For details of how the dataset was prepared, see `repackage_data_reference.py`.
"""
import os
import ar... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/nanochat/loss_eval.py | nanochat/loss_eval.py | """
A number of functions that help with evaluating a base model.
"""
import math
import torch
import torch.distributed as dist
@torch.no_grad()
def evaluate_bpb(model, batches, steps, token_bytes):
"""
Instead of the naive 'mean loss', this function returns the bits per byte (bpb),
which is a tokenization... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/nanochat/__init__.py | nanochat/__init__.py | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false | |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/nanochat/dataloader.py | nanochat/dataloader.py | from collections import deque
import torch
import pyarrow.parquet as pq
from nanochat.common import get_dist_info
from nanochat.dataset import list_parquet_files
from nanochat.tokenizer import get_tokenizer
def tokenizing_distributed_data_loader_with_state(B, T, split, tokenizer_threads=4, tokenizer_batch_size=128, ... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/nanochat/execution.py | nanochat/execution.py | """
Sandboxed execution utilities for running Python code that comes out of an LLM.
Adapted from OpenAI HumanEval code:
https://github.com/openai/human-eval/blob/master/human_eval/execution.py
What is covered:
- Each execution runs in its own process (can be killed if it hangs or crashes)
- Execution is limited by a t... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/nanochat/tokenizer.py | nanochat/tokenizer.py | """
BPE Tokenizer in the style of GPT-4.
Two implementations are available:
1) HuggingFace Tokenizer that can do both training and inference but is really confusing
2) Our own RustBPE Tokenizer for training and tiktoken for efficient inference
"""
import os
import copy
from functools import lru_cache
SPECIAL_TOKENS ... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/nanochat/checkpoint_manager.py | nanochat/checkpoint_manager.py | """
Utilities for saving and loading model/optim/state checkpoints.
"""
import os
import re
import glob
import json
import logging
import torch
from nanochat.common import get_base_dir
from nanochat.gpt import GPT, GPTConfig
from nanochat.tokenizer import get_tokenizer
from nanochat.common import setup_default_logging... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
karpathy/nanochat | https://github.com/karpathy/nanochat/blob/be56d29b87bc51f60c527062389ccd6a14cd0e89/nanochat/engine.py | nanochat/engine.py | """
Engine for efficient inference of our models.
Everything works around token sequences:
- The user can send token sequences to the engine
- The engine returns the next token
Notes:
- The engine knows nothing about tokenization, it's purely token id sequences.
The whole thing is made as efficient as possible.
"""
... | python | MIT | be56d29b87bc51f60c527062389ccd6a14cd0e89 | 2026-01-04T14:40:52.362983Z | false |
9001/copyparty | https://github.com/9001/copyparty/blob/364f74a1bd1020a3d7663c453ac5bf1b1408ff8f/setup.py | setup.py | #!/usr/bin/env python3
# coding: utf-8
from __future__ import print_function
import os
import sys
from shutil import rmtree
from setuptools import setup, Command
_ = """
this probably still works but is no longer in use;
pyproject.toml and scripts/make-pypi-release.sh
are in charge of packaging wheels now
"""
NAME =... | python | MIT | 364f74a1bd1020a3d7663c453ac5bf1b1408ff8f | 2026-01-04T14:40:51.385338Z | false |
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