De Facto: Unveiling the Power of an Intriguing Phrase
Hello, language enthusiasts! 🌐 Today, we’re diving into a fascinating phrase that often pops up in English conversations and writings: de facto. Let’s explore its meaning, origins, and how to use it effectively in sentences. Whether you’re a language learner or a word nerd, you’ll find this exploration both enlightening and fun! ✨
Understanding “De Facto”
Meaning: The term ‘de facto’ is used to describe something that exists in reality, even if it’s not officially recognized or legally establis ...
英语学习日记：探索金融术语 'Giro Date'
今天的英语学习之旅中，我遇到了一个有趣的金融术语：“Giro date”。这个探索过程不仅丰富了我的词汇，还加深了我对英语中金融概念的理解。让我和你分享一下我是如何分析这个术语及其在金融世界中的重要性。
发现词源 🌍
意大利语根源: 我的研究发现 ‘Giro’ 来自意大利语单词 “girare”，意味着转账或支付。
金融语境: 在金融领域中，’giro’ 通常指的是通过银行或其他金融机构的转账。
学习其用法 💡
定义: 在金融交易中，’Giro date’ 特指支付或结算日期。
银行业重要性: 这是一个预定的日期，资金预期在此日期被支付或结算。
实际应用 📘
发票支付日期: “Please ensure that the giro date for the invoice is set to the 25th of this month.”（请确保发票的支付日期设为本月25日。）
贷款还款日期: “The giro date for the loan repayment is automatically set for the 1st of each month.”（贷款还款 ...
English Learning Journey: Unraveling the Term 'Giro Date'
Today in my English learning journey, I encountered an intriguing financial term: “Giro date”. This exploration not only expanded my vocabulary but also deepened my understanding of financial concepts in English. Let me share with you how I dissected this term and its relevance in the financial world.
Discovering the Origin 🌍
Italian Roots: My research revealed that ‘Giro’ originates from the Italian word “girare,” meaning to transfer or pay.
Financial Context: In the realm of finance, ‘giro’ ...
How to Resolve SSH Key Issues with Multiple Git Services
How to Resolve SSH Key Issues with Multiple Git Services 🗝️When using Git with different Git services such as GitHub and GitLab, you may encounter SSH key issues. This article will guide you on how to set up and configure SSH keys so that you can work smoothly with multiple services simultaneously.
1. Generate SSH Keys 🔑First, generate a separate SSH key for each Git service.
1ssh-keygen -t rsa -b 4096 -C "your_email@example.com"
When generating the keys, save each key with a different filena ...
如何解决多个 Git 服务的 SSH 密钥问题
如何解决多个 Git 服务的 SSH 密钥问题 🗝️在使用 Git 和不同的 Git 服务（如 GitHub 和 GitLab）时，可能会遇到 SSH 密钥的问题。本文将指导你如何设置和配置 SSH 密钥，以便可以同时与多个服务顺利工作。
1. 生成 SSH 密钥 🔑首先，为每个 Git 服务生成一个独立的 SSH 密钥。
1ssh-keygen -t rsa -b 4096 -C "your_email@example.com"
在生成密钥时，将每个密钥保存为不同的文件名，例如 id_rsa_github 和 id_rsa_gitlab。
2. 将 SSH 密钥添加到 Git 服务 🌐登录到你的 GitHub 和 GitLab 账户，然后将生成的公钥（.pub 文件）添加到各自账户的 SSH 密钥部分。
3. 配置 SSH ⚙️创建或编辑 ~/.ssh/config 文件，为每个服务配置不同的 SSH 密钥。
1234567891011# GitHubHost github.com HostName github.com User git IdentityFile ~/ ...
理解大型语言模型中Fine-tuning和Further Pretraining的区别
理解大型语言模型中 Fine-tuning 和 Further Pretraining 的区别在自然语言处理（NLP）领域，大型语言模型，如 GPT 和 BERT 的出现，彻底改变了我们处理文本分类、情感分析和问答等任务的方式。在这些模型的应用中，Fine-tuning（微调）和 Further Pretraining（进一步预训练）是两种关键技术。虽然它们看起来相似，但实际上服务于 NLP 流程中的不同需求和场景。
什么是 Fine-tuning？Fine-tuning 是指在特定任务的数据集上进一步训练（或“微调”）一个预训练好的模型的过程。这种方法在数据集相对较小但标注良好的情况下特别有效。
示例场景：情感分析假设你有一组电影评论数据，每条评论都标记了正面或负面情感。你想创建一个模型来预测评论的情感。
Python 代码示例（使用 PyTorch 和 HuggingFace 的 Transformers）This notebook demonstrates the fine-tuning of a BERT model on the IMDB dataset for sentim ...
Understanding the Differences Between Fine-tuning and Further Pretraining in Large Language Models
Understanding the Differences Between Fine-tuning and Further Pretraining in Large Language ModelsIn the world of Natural Language Processing (NLP), the advent of large language models like GPT and BERT has revolutionized how we approach tasks such as text classification, sentiment analysis, and question-answering. Two pivotal techniques in leveraging these models are Fine-tuning and Further Pretraining. While they may seem similar at a glance, they cater to different needs and scenarios in the ...
🤖 Create a Telegram Bot with Python and OpenAI in 10 Minutes! 🚀
🤖 Create a Telegram Bot with Python and OpenAI in 10 Minutes! 🚀In this fun tutorial, we’ll show you how to create a Telegram bot that can chat with users and generate witty responses. We’ll explain each step in detail, making it easy for you to get started!
Step 1: Create a Telegram Bot 🤖First, let’s create your very own Telegram bot. Here’s how:
Open the Telegram app and search for “BotFather.”
In the BotFather chat, use the /newbot command to create a new bot. You’ll need to give your bot ...
🤖 十分钟用 Python 和 OpenAI 创建 Telegram 机器人！ 🚀
🤖 十分钟用 Python 和 OpenAI 创建 Telegram 机器人！ 🚀在这个有趣的教程中，我们将向您展示如何创建一个具有的 Telegram 机器人，该机器人能够与用户聊天并生成幽默回复。我们将详细解释每一步，让您轻松入门！
步骤 1：创建 Telegram 机器人 🤖首先，让我们来创建您自己的 Telegram 机器人。这是如何做的：
打开 Telegram 应用并搜索 “BotFather”。
在 BotFather 聊天中，使用 /newbot 命令创建一个新机器人。您需要为机器人取个名字，比如 “PunshineBot”。
BotFather 会为您生成一个独一无二的 API 令牌（Token）。一定要妥善保存这个令牌，稍后我们会在代码中用到它。
步骤 2：导入必要的库 📚我们首先需要导入一些 Python 库，以便创建 Telegram 机器人并与 OpenAI 进行自然语言处理。
12345678910111213import osfrom typing import Final, Deque, Dict, Unionfrom collectio ...
Resolving Port Conflicts: Identifying and Terminating Processes
Resolving Port Conflicts: Identifying and Terminating ProcessesTable of Contents
Introduction 📝
Finding Processes on Windows 🕵️♂️
Finding Processes on Linux/macOS 🐧
Viewing Process Details 📊
Terminating Processes ⛔️
Introduction 📝Sometimes, when you try to start an application or service, you may encounter an “Address already in use” error. This means that the specified port is already in use by another process. To resolve this issue, you need to identify which process is using that port ...