Sure, here's how you can write "Generate commit messages employing local LLMs" in simplified Chinese, keeping the HTML structure intact: ```html 生成使用本地LLMs的提交消息 ``` In this translation: - "生成" means "generate". - "使用" means "employing" or "using". - "本地" means "local". - "LLMs" remains as "LLMs" but transliterated into Chinese characters. - "提交消息" means "commit messages".

Certainly! Here's the translated text in simplified Chinese, while keeping the HTML structure: ```html

最近,关于人工智能的讨论显著增加,支持者和批评者各抒己见,分别提出了不同的观点,对其好处持支持态度,对其后果持批评态度。尽管如此,不可否认的是,人工智能确实简化并消除了日常生活中的琐碎方面。

``` This HTML structure ensures that the translated Chinese text remains formatted correctly within an HTML document.
Photo by Kenny Eliason on Unsplash

```html

作为一名经常发现自己在写提交信息上浪费时间的软件工程师,我开始了一项个人探索,研究如何利用人工智能提高处理重复任务的效率。

```

Certainly! Here's the text translated into simplified Chinese, maintaining the HTML structure: ```html

像Gemini、OpenAI和Claude等AI技术的出现,促使我考虑到完成任务的替代选择,特别是在一些公司因隐私问题而对采用AI感到犹豫之际,可以在本地完成任务而不会影响数据安全。

``` This HTML snippet contains the translated text in simplified Chinese while preserving the structure for web content.

Sure, here's the translated text in simplified Chinese while keeping the HTML structure intact: ```html

令我惊讶的是,我发现有一些本地化版本可以直接在您的设备上运行。虽然它们可能缺乏向服务器发送数据的付费替代品的复杂性,但这些免费的本地存储模型是生成私密提交消息的可靠选择。

```

Sure, here's the translated text in simplified Chinese while keeping the HTML structure: ```html

一些用户发现GPT4All对许多任务来说是一个很好的补充,但请注意,与ChatGPT相比,它在处理更复杂的分析、逻辑和严格命令时可能会遇到困难。

``` This HTML snippet contains the translated text in simplified Chinese, maintaining the structure for web content.

Sure, here's the translated text in simplified Chinese while keeping the HTML structure intact: ```html 当然,您仍然可以使用OpenAI的ChatGPT!但是,我选择将我的实验限制在Meta的Llama模型上,因为我想使用仅占用4.6GB存储空间的最佳模型。 ``` Just copy and paste this into your HTML document where needed!

Certainly! Here's the translated text in simplified Chinese, formatted in HTML structure: ```html

我们的目标是利用一个与 GPT4All 本地LLMs 交互的Python脚本,并结合git仓库中的变更,根据提供的指示生成git提交消息。

``` This HTML snippet preserves the structure while presenting the translated text in simplified Chinese.

Certainly! Here's how you can structure and translate the text into simplified Chinese, keeping the HTML structure in mind: ```html

为了让旅程更加有趣,我将包括在达成最终版本之前我所采取的步骤,事实上,这些步骤并不成功。如果你不想和我一起留在这页,随时可以滚动到最后。

``` In this HTML snippet: - `

` tags are used for paragraph formatting, indicating a single paragraph of text. - The Chinese text inside `

` is the translation of the provided English sentence. Ensure that your HTML document encodes characters properly to display Chinese text correctly, typically using UTF-8 encoding.

Sure, here is the HTML structure with the text "The playground" translated into simplified Chinese: ```html Playground

操场

``` In this example: - `

操场

` is the heading level 1 tag (`

`) with the Chinese translation of "The playground" which is "操场" (Cāochǎng).

pip install gpt4all

Sure! Here’s the translated text while keeping the HTML structure: ```html

我依赖于我  Mac 上预装的 python3,没使用任何高级的 venv 等等。

```

Certainly! Here's the HTML structure with the translated text in simplified Chinese: ```html

为了体验它强大的功能,我建议先启动解释器,利用LLM生成你的初始回复,然后再深入进行第一稿。

``` In simplified Chinese: ```html

为了体验它强大的功能,我建议先启动解释器,利用LLM生成你的初始回复,然后再深入进行第一稿。

```
from gpt4all import GPT4All
model = GPT4All("Meta-Llama-3-8B-Instruct.Q4_0.gguf") # downloads / loads a 4.66GB LLM
with model.chat_session():
print(model.generate("How can I run LLMs efficiently on my laptop?", max_tokens=1024))
Reply from LLM model

Sure, here's how you can write "Preliminary draft" in simplified Chinese within an HTML structure: ```html 初稿 ``` This HTML code embeds the Chinese text "初稿" (which means "Preliminary draft" in English) and specifies the language as simplified Chinese ("zh-CN").

Certainly! Here's the translated text in simplified Chinese, maintaining the HTML structure: ```html

我尝试的第一件事很明显。我决定将所有内容放入model.generate(instructions, max_tokens=xxx),希望这样能解决问题。我创建了一个文件,名为git-commit.py,并初始化了一个Git仓库,添加了这个文件,并提交了一个消息为“wip”的提交。

``` This HTML snippet contains the simplified Chinese translation of the provided text.
git init
touch git-commit.py
add .
commit -m "wip"

Certainly! Here's the translation of "In the git-commit.py I’ve included" in simplified Chinese, while maintaining the HTML structure: ```html 在 git-commit.py 文件中,我已经包含了 ``` This HTML snippet will display the translated text with emphasis on "git-commit.py" for clarity.

from gpt4all import GPT4All # type: ignore
import subprocess

def model():
return GPT4All("Meta-Llama-3-8B-Instruct.Q4_0.gguf")

def diff_output():
result = subprocess.run(['git', 'diff'], stdout=subprocess.PIPE, text=True)
return result.stdout

def instructions():
return f"""Generate a short git commit message based on the following file changes:
{diff_output}
The commit message should be:
- In the present tense
- Concise and to the point
- Descriptive of what has changed without going into too much detail
- Inside single quotes

Examples:
* 'Fix the bug in the code'
* 'Add a new feature'
* 'Update the documentation'
* 'Remove the unnecessary code'
"""

def git_commit():
with model().chat_session() as llm:
print(llm.generate(instructions(), max_tokens=50))

Sure, here's how you can structure the HTML while including the simplified Chinese translation: ```html

Translate Text to Chinese

我通过Python解释器运行了一个文件,并执行了git_commit()来理解它的行为。

``` In the above HTML structure: - `` ensures proper Unicode support for Chinese characters. - `` tag sets the title of the HTML page (you can adjust it as needed). - The text "我通过Python解释器运行了一个文件,并执行了git_commit()来理解它的行为。" is placed within the `<p>` (paragraph) tags to represent the simplified Chinese translation of "I ran a file through the Python interpreter and performed git_commit() to understand its behavior."</p> <p>Sure, here is the translated text in simplified Chinese, keeping the HTML structure intact: ```html 这是基于文件变更的简短 Git 提交消息: ``` This HTML snippet preserves the structure while providing the translated text.</p> <p>Certainly! Here is the text translated into simplified Chinese within an HTML structure: ```html </p> <p>改善提交消息指南</p> ```<p>To translate the English text into simplified Chinese and keep the HTML structure, you can use the following: ```html </p> <p>这个提交信息遵循了您提供的指南:使用现在时态,简洁明了,描述了所做的更改(在这种情况下,更新了指南),并使用单引号。</p> ``` In this HTML snippet: - `<p>` tags are used to encapsulate the translated text, assuming it's a paragraph in your HTML structure. - The Chinese text inside the `</p> <p>` tags translates the provided English text into simplified Chinese, following the guidelines described. Make sure to include this HTML snippet appropriately within your HTML document where you want the translated text to appear. Adjust the HTML structure as needed to fit your specific layout and styling requirements.</p> <p>Certainly! Here's the translated text in simplified Chinese, keeping the HTML structure intact: ```html </p> <p>它还可以。然而,随着每次与LLM的互动,我越来越意识到它倾向于从git diff中添加额外的指令,并引入一些不合逻辑、偶尔幻觉的内容。</p> ```<h2>Certainly! Here's the translated text in simplified Chinese, keeping the HTML structure intact: ```html 更新 README 文件,包括使用人工智能生成的指南,以创建简明而描述性的提交消息。 ``` In this HTML snippet, the Chinese text is embedded within `` tags to maintain the structure, though typically in practice, HTML is not used for displaying plain text in this manner.</h2> <p>Sure, here is the translation of the text into simplified Chinese, while keeping the HTML structure intact: ```html </p> <p>但是,我的目录里没有 README 文件!你在说什么 😅</p> ```<p>Certainly! Here's the translated text in simplified Chinese, while keeping the HTML structure: ```html </p> <p>为了演示另一个显著的案例,我们可以向文件添加指令,保存文件,并获取差异,而不改变存储在函数内存中的主提示。</p> ``` In this HTML snippet, the Chinese text is wrapped in `<p>` tags to maintain proper structure.</p> <pre><span id="aa54" class="qb oi gu py b bf qc qd l qe qf"><br>- It should include any random emojis 🫶</span></pre> <p>Sure, here is the text translated into simplified Chinese, maintaining the HTML structure: ```html </p> <p>以下文本变得更加不可预测,因为它将git diff中的所有内容视为提示符的一部分。</p> ``` In this translation: - "以下文本变得更加不可预测" corresponds to "The text below becomes more unpredictable". - "因为它将git diff中的所有内容视为提示符的一部分" corresponds to "as it regards everything in the git diff as a prompt, essentially because it is a part of the prompt".<h2>Sure, here's the HTML structure with the text translated to simplified Chinese: ```html <div> <p>🫶 更新代码以生成简洁且描述性强的提交消息</p> </div> ``` This HTML structure contains a `<div>` element with a `<p>` paragraph inside, displaying the translated text.</p> <p>Sure, here's how you can structure it in HTML with the simplified Chinese translation: ```html </p> <p>下一步是将提示分为系统提示和用户提示,以避免这种误解。</p> ``` In this HTML snippet: - `<p>` tags are used to wrap the text, indicating it's a paragraph. - The Chinese text inside the `</p> <p>` tags is the translation of "The next step would be to divide the prompt into system and user prompts in order to avoid this misinterpretation."</p> <h1>Certainly! Here is the translation of "2. System prompt" in simplified Chinese, while keeping the HTML structure intact: ```html 2. <span lang="zh-CN">系统提示</span> ``` This HTML code preserves the text "2." and "系统提示" in simplified Chinese, while indicating the language of the text using the `lang="zh-CN"` attribute for clarity.</h1> <p>Certainly! Here's how you can structure the HTML while translating the text into simplified Chinese: ```html </p> <p> 大型语言模型(LLMs)中的系统提示是指在实际用户提示之前向模型提供的文本片段。系统提示用于设定整体上下文、语气和指导语言模型如何解释和响应用户的输入。 <a href="https://learn.microsoft.com">[来源:learn.microsoft.com]</a> </p> ``` In simplified Chinese: ```html <p> 大型语言模型(LLMs)中的系统提示是指在实际用户提示之前向模型提供的文本片段。系统提示用于设定整体上下文、语气和指导语言模型如何解释和响应用户的输入。 <a href="https://learn.microsoft.com">[来源:learn.microsoft.com]</a> </p> ``` This HTML structure maintains the original formatting while providing the translation of the text into simplified Chinese.<p>Sure, here's the translated text in simplified Chinese while maintaining the HTML structure: ```html </p> <p>好的,我们已经确认了第一次幻觉和错误。我们能做些什么来改进它呢?为了阻止它支配指示,我们可以采用系统提示。我选择将其存储为常量,而不是定义为函数,因为在那里不会有任何更改。</p> ``` This HTML snippet contains the translated text in simplified Chinese within a paragraph (`<p>`) tag.</p> <p>Certainly! Here's how you can structure your HTML while displaying the translated text in simplified Chinese: ```html </p> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Translated Text
顺便提一下,请注意提示信息。我已经更新了由PromptPerfect创建的更优化版本。在课程“生成AI:提示工程基础”中,我学到了通过改进提示设计可以获得更好结果的方法。所以让我们看看吧!
``` In this HTML structure: - The text "By the way, please pay attention to the prompt..." has been translated into simplified Chinese and placed within a `
` element. - The HTML document is structured according to standard conventions with a `` section for metadata and a `` section for content.

Sure! Here’s the translation while keeping the HTML structure: ```html If you want to learn more about prompt engineering, another option is to check out the article “终极提示工程指南.” ```

SYSTEM_PROMPT = """
As a software developer, your task is to generate a concise and compliant git commit
message for the changes you can see in the prompt.
The message should be short, descriptive, and follow best practices for writing commit messages.
You are about to commit your changes to the project's repository. Generate a short git commit message
based on the file changes you can see in the prompt.
"""

def git_commit():
with model().chat_session(SYSTEM_PROMPT) as llm:
print(llm.generate(diff_output(), max_tokens=512, temp=0.5))

Certainly! Here's the translated text in simplified Chinese, keeping the HTML structure intact: ```html

然后,即使您在 git diff 文件中有这些说明,它仍将继续回复,没有任何表情符号。

``` If you'd like to include emojis to convey the message visually, you can use the Unicode characters directly in the HTML: ```html

然后,即使您在 git diff 文件中有这些说明,它仍将继续回复,没有任何表情符号 😐。

``` In this example, I added a neutral face emoji (😐) to indicate the lack of emojis in the response.

Certainly! Here is the translation of the text into simplified Chinese, while keeping the HTML structure: ```html

更新 git-commit.py 文件以包括 GPT4All 模型并生成提交消息

```

Certainly! Here's the HTML structure with the translated text in simplified Chinese: ```html

精彩!让我们继续我们的旅程。🎉

``` This HTML snippet includes the translated text "精彩!让我们继续我们的旅程。🎉", which means "Marvelous! Let’s continue our journey. 🎉"

Sure, here's how you can write "3. Custom instructions" in simplified Chinese while keeping it within an HTML structure: ```html

3. 自定义说明

``` In this HTML snippet: - `

` denotes a third-level heading, commonly used for numbered sections in a document. - `3. 自定义说明` translates to "3. Custom instructions" in simplified Chinese, where "自定义说明" means "custom instructions".

Sure, here's the translated text in simplified Chinese while keeping the HTML structure: ```html

考虑到LLM模型在理解上下文或被git diff中的不相关细节分散注意力可能遇到的困难,我考虑实施自定义指令来解决这个问题。

``` This HTML structure contains a paragraph (`

`) tag with the translated text inside.

def instructions(custom_instructions = None):
if custom_instructions:
new_prompt = "The custom instructions from the user:\n"
new_prompt += custom_instructions + "\n"
new_prompt += diff_output()

return new_prompt
return diff_output()

# git_commit -> commit_message
def commit_message(custom_instructions = None):
os.system('git add --intent-to-add .')

print("Generating commit message...")

with model().chat_session(SYSTEM_PROMPT) as llm:
message = (llm.generate(instructions(custom_instructions), max_tokens=512, temp=0.5))

return message.split('"')[1]

Certainly! Here's the HTML structure with the translated text in simplified Chinese: ```html

另一个要考虑的增强功能是确保新创建的文件在 git diff 中可见。要实现这一点,可以在使用 git add --intent-to-add 添加文件后使用 git diff --cached 命令。

``` In this HTML snippet: - `

` tags are used to wrap the translated text, assuming it's part of a paragraph in your HTML structure. - The Chinese text is a direct translation of the provided English sentence.

def diff_output():
result = run_subprocess(["git", "diff", "--cached"])
if not result:
result = run_subprocess(["git", "diff"])
return result

Certainly! Here's the translation in simplified Chinese while keeping the HTML structure: ```html 现在,当我们调用指令(custom_instructions)函数时,我们可以向我们的提示符提供额外的命令。 ``` If you need any adjustments or further translations, feel free to ask!

Certainly! Here's how you can write "Final strokes" in simplified Chinese within an HTML structure: ```html

最后的笔触

``` This HTML snippet renders "Final strokes" as "最后的笔触" in simplified Chinese.

Sure, here's the HTML structure with the translated text in simplified Chinese: ```html

让我们调整负责生成提交信息的函数功能,消除不相关的细节,仅提取双引号内的文本。

``` In simplified Chinese: "让我们调整负责生成提交信息的函数功能,消除不相关的细节,仅提取双引号内的文本。" This HTML `

` element contains the translated text.

Sure, here's the HTML structure with the translated text in simplified Chinese: ```html

我们可以使用 message.split('“')[1] 来实现这个目的。

``` This HTML snippet maintains the structure while providing the translation of "We can employ message.split('“')[1] for that." into simplified Chinese.
def commit_message(custom_instructions = None):
os.system('git add --intent-to-add .')

print("Generating commit message...")

with model().chat_session(SYSTEM_PROMPT) as llm:
message = (llm.generate(instructions(custom_instructions), max_tokens=512, temp=0.5))

return message.split('"')[1]

Certainly! Here's the HTML structure with the translated text in simplified Chinese: ```html

如果 Git 提交消息未生成,可能需要添加 try-catch 块。

```
  try:
return message.split('"')[1]
except IndexError:
print("Error: Failed to generate a valid commit message.")
return None

To translate the given English text to simplified Chinese, and keeping the HTML structure intact, you can use the following code snippet: ```html 下面,我们将创建另外两个函数,用于显示文本界面,询问用户输入回答问题:您是否喜欢提交消息?([y]是/[n]否/[e]编辑/[r]重试): ``` In HTML, this would be structured as: ```html

下面,我们将创建另外两个函数,用于显示文本界面,询问用户输入回答问题:您是否喜欢提交消息?([y]是/[n]否/[e]编辑/[r]重试):

``` This HTML snippet embeds the Chinese translation within a paragraph (`

`) tag, maintaining the structure and ensuring clarity for the text being translated.

def are_you_sure(message):
if not message:
print("No commit message generated.")
else:
print(f"Commit message: {message}")

user_input = input(
"Do you like the commit message? ([y]es/[n]o/[e]dit/[r]etry): "
).lower()
if user_input == "y":
os.system('git add .')
os.system(f'git commit -m "{message}"')

print("Confirmed!")
elif user_input == "e":
custom_instructions = input("Enter custom instructions: ")
message = commit_message(custom_instructions)
are_you_sure(message)
elif user_input == "n":
print("Cancelled.")
elif user_input == "r":
main()
else:
print("Invalid input. Please enter 'y', 'n', 'e' or 'r'.")
are_you_sure(message)

def main():
message = commit_message(None)
are_you_sure(message)

if __name__ == "__main__":
main()

```html

当我们用Python执行脚本git-commit.py时,我们将能够查看结果。

```

Sure, here's the translated text in simplified Chinese, keeping the HTML structure intact: ```html

太棒了,不是吗?现在你可以把它包含在你的别名中,然后就完成了!你的个人机器人 🤖 为你创建提交消息。多么方便啊!

``` This HTML snippet contains the translated text: "太棒了,不是吗?现在你可以把它包含在你的别名中,然后就完成了!你的个人机器人 🤖 为你创建提交消息。多么方便啊!"

Sure, here's the translated text in simplified Chinese, keeping the HTML structure intact: ```html

您可以在此存储库中找到完成的版本。

```

Certainly! Here's how you can structure the HTML while translating the text into simplified Chinese: ```html

谢谢您抽出时间阅读这篇文章,期待很快再次与您联系!如果您喜欢所阅读的内容,请随时与朋友分享,留下评论,关注,或者做任何能激励我继续写作的事情!

``` In this HTML snippet: - `

` denotes a paragraph tag in HTML, commonly used for text content. - The Chinese text is enclosed within the `

` tags and is a direct translation of the provided English text. Make sure your HTML document is properly structured around this snippet to maintain valid HTML formatting.

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