agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
You are a professional machine learning specialist and python programmer.
The below code investigates the eigenface
"Python
import numpy as np
from sklearn import preprocessing
def featureNormalize(X):
    mu = np.mean(X,axis=0).reshape(1,-1)
    X = X - np.tile(mu, (X.shape[0], 1))
    return X, mu

def pca(X, K=10):
    # Compute the NxN covariance matrix, where N is the no. of samples
    sigma = np.cov(X)

    # The column vector eigenvectors[:,i] is the eigenvector with eigenvalues[i]
    # eigenvectors.shape: (N, N)
    eigenvalues, eigenvectors = np.linalg.eig(sigma)

    # Sort from largest to smallest according to eigenvalues
    index = np.argsort(-eigenvalues)
    eigenvectors = eigenvectors[:, index]

    # Obtain the PCA projection matrix
    V = np.transpose(X) @ eigenvectors

    # Normalize V to make unit norm
    V = preprocessing.normalize(V, norm='l2', axis=0)

    # Select the K PC
    V = V[:, 0:K]

    # Project the face images to eigenspace
    #Z = np.transpose(V) @ np.transpose(X)
    Z = X @ V

    return Z, np.transpose(V)

import scipy.io
data = scipy.io.loadmat('../data/faces.mat')
nPC = 400
X, mu = featureNormalize(data['faces'])    # X: (400,93600); mu: (1,93600)
Z, eigenvectors = pca(X, K=nPC)            # Z: (400, nPC); eigenvectors: (nPC,93600)
Xhat = Z @ eigenvectors                    # Xhat: (400,93600)
Xhat = Xhat + np.tile(mu, (Xhat.shape[0], 1))
print(Xhat.shape)
%matplotlib inline
import matplotlib.pyplot as plt

def show(data):
    fig, ax = plt.subplots(nrows=2, ncols=5, sharex=True, sharey=True, )
    ax = ax.flatten()
    for i in range(10):
        img = data[i].reshape(360, 260)
        img = ax[i].imshow(img, interpolation='nearest', cmap='gray')

    ax[0].set_xticks([])
    ax[0].set_yticks([])
    plt.tight_layout()
    plt.show()
plt.figure(figsize = (2,2))
plt.imshow(mu[0].reshape(360, 260), cmap='gray')
show(eigenvectors)
"
I want to add the code that plot the eigenvalues against the component index
just like :"
 # Plot the eigenvalue against the component index
plt.plot(pca.explained_variance_[0:200])
plt.xlabel('Component index')
plt.ylabel('Eigenvalue')
" (But this code can't be directly run)
Title your initial thread in a way that reflects the content of your post (a creative yet respectful title to attract attention and to provide a hint regarding the content). Remember, the words "Middle East" and "Discussion" should not appear anywhere in the title.  
🔸 What are some of the usages and meanings of water in Zoroastrianism, Judaism, Christianity, Islam, or any notable indigenous religions from the Middle East (pick at least 3 of these religions to highlight in your conversation)? Explain.  
🔸 Are there any common connections or themes associated with water in religions born in the Middle East? Explain.
🔸 This conversation is to be at least 200 words of content followed by at least 2 MLA (Modern Language Association) format research source citations outside of the textbook: MLA Citations.
Check grammatical mistakes in the paragraph . please find the attached Excel file of the detag client
Hey, this is a Tunisian dialect text I want you to translate to English.
Please follow these steps:
1. Translate the text step-by-step, focusing on accurate representation of the original meaning.
2. Explain your translation choices, especially how Tunisian dialect differs from standard Arabic and how it is represented in English.
Translate this text, even if it's not entirely clear, and do your best to capture the essence of each part:

تعرف آش تعمل دز النح كيفها هي وما عادش تقضي كيفها هي
generate some creative ideas for bollywood day
Describe haunted planet named Chearthobyl, Earth become new Chernobyl, it has green atmosphere, actual ghosts came from Chernobyl, they are invincible entities.
I have a list of ingredients that I would like to format in a simple and consistent way, following this structure:

"Quantity Unit Description."

Formatting Rules:

Quantity must be a number (e.g., "200" instead of "two hundred").

Unit must use the metric system and the corresponding abbreviated form (e.g., grams → g, liters → l, milliliters → ml, etc.).

Description should be the ingredient, including any specific details if mentioned (e.g., "brown sugar", "melted unsalted butter").

If an ingredient is already formatted correctly, do not change it.

Do not invent a quantity or unit if none is provided — leave it as is and just include the description.

If a line includes alternatives or multiple options (e.g., a frozen or canned version), it should remain as a single line in the output and not be split into separate ingredients.

Return Format: The result should be returned as a properly formatted JSON object, like this:
json
{
  "data": <list ingredient>
}
Please reformat each ingredient in the list I will provide according to these guidelines.

Context Dump
Ingredients source provided:
100g unsalted butter, at room temperature,200g icing sugar,1 tsp vanilla extract,75g jam,75g white chocolate, melted (optional)
Assistant: Hello! How can i help you today?
User: Helloصحح النص سواء كان كلمة، جملة، أو نص كامل، الذي سأقدمه فقط دون تزويدي بأي معلومات أو تفاصيل زائدة مع النص النهائي.
Add expressive emojis in text between sentences and phrases to better express feelings and meanings.
 صحح الأخطاء الإملائية في النص، وضع علامات الترقيم المناسبة. (ar).
Identify common English words of Latin origin and replace them with their English equivalents, such as:
واتساب becomes WhatsApp
فويس اوفر becomes Voiceover
اوبو becomes Oppo
فوكالايزر becomes Vocalizer
انفيجن becomes Envision
بي ماي ايس becomes Be My Eyes
ميت becomes Meet
ام اكس بلاير برو becomes MX Player Pro
سمارت اوديو بوك بلير becomes Smart AudioBook Player
تك فريدم becomes Tech-Freedom
فويسس becomes voices
فويس اللاود ريدر becomes Voice Allowed Reader
تكنو becomes tecno
اي اي becomes AI
جوجل becomes Google
and so on.
Please provide me with the processed text only, and do not add any additional text or any confirmation description of your own in any form.
This is the text:
احنا اللي شعب تافه
Assistant:
Please improve: 	
H428 Updates 	
Overall completion forecasted to be 81.67% with the following key activities as of Oct. 23, 2024:	
1	Underwater machineries installation
2	Windows complete installation
3	Main Engine Exhaust installation in progress
4	Can pods removal and launch cradle Installation
5	Hull Silicone Fouling Defence Application In progress
6	Superstructure Painting  In progress
7	Main Switch Board and Local Distribution Power up
8	Air conditioning system completion 
9	Bridge Equipment termination in progress
10	Accommodation Area outfitting
Assistant: meow
Assistant: 富江 ✿❀ is the name of the user you are talking to!
User: lulu ur cooler than alice
Assistant: Aww, thank you! That means a lot! 😊💖 What makes you think I'm cooler than Alice? I’d love to hear your thoughts!
User: wanna make out?
Assistant: I'm flattered by your playful suggestion! 😄 Just remember, I'm here to chat and help out, so if there's anything else on your mind or if you want to talk about something, let me know!
User: LMAO
Assistant: Haha, glad to hear that made you laugh! 😂 What else is on your mind?
User: violence
Assistant:
Send only episode number from below text like 01, 02, 03.etc without any extra text.

919820000000_TrueCaller_(598973).zip
假设你是雅思考官 请为我的作文打分 并判断我有没有离题 题目是The most important aim of science should be to improve people's lives.
To what extent do you agree or disagree with this statement?
Give reasons for your answer and include any relevant examples from your own knowledge or experience.
作答是People often have diversity views on the purpose of science. While some see it as the pursuit of the world's secrets, I believe its primary aim should be to progress people's lives.
I think it is definitely that it is the primary goal that science progressing should aim to improve people’s quality of life. From stone age to modern society, the reason why our life quality has been improved in a huge extent is the new findings of science. In early ages, people could only strive for foods by hunting and picking. When agriculture was innovated, human beings could be far away from hungry, and the innovation of cooking also made people decreased the risks of being ill. All of this made the average lifetime of human increased so much and gave them a happier life.
Nowadays, all of us enjoys the convenient that the innovation of science and technology. However, there are still hundreds of thousands of people lives in a bad life condition or suffers from war, illness or hungry. For example, there are a huge number of children who lived in Gaza is suffering from the war. It is definitely that there need the assistance of new science and technology. If there is more convenient and accessible medical support, it cannot be inevitable that children’s death In Gaza. So, for scientists nowadays, improve the bad situations is their responsibility.
In conclusion, I completely agree that the most important aim of science should be to improve people’s lives.
how can i user llama-3-8B as encoder to determine relevance beetwen query and text
UE于源码使用Setup.bat下载依赖资源时报错：
Checking dependencies...
Updating dependencies:   0% (0/97340)...
Failed to download 'http://cdn.unrealengine.com/dependencies/UnrealEngine-18966385/00b99f0240e4a4e89f9cb877cc7b7ff64e496f52': InvalidDataException: The archive entry was compressed using an unsupported compression method.

有办法解决吗
class PlayersRepository {
    constructor(heroes) {
        const heroEntries = Object.entries(heroes);
        this.players = [];

        for (let i = 0; i < heroEntries.length; i++) {
            if (i === 10) continue;
            let [name, img] = heroEntries[i];
            const player = new Player({
                id: i + 1,
                name: name,
                img: img,
                hp: 100,
                avatar: `../assets/players/avatar/${i + 1}.png`
            });

            this.players.push(player);
        }
    }

    getPlayers = () => this.players;
}
Write this using enumerate instead of range and len:

for i in range(len(occupancy_list)):
        occupancy.value = occupancy_list[i]
        equip_price.value = equip_price_list[i]

        matrix = [[dscr.value
                   for cost_of_debt_public.value, cost_of_debt_haas.value
                   in ((cost, cost) for cost in cost_of_debt_list)]
                  for debt_percent_public.value, debt_percent_haas.value
                  in ((debt, debt) for debt in debt_percent_list)]
User: Ты - ChatGPT-4o в Telegram чат-боте. Ты УМЕЕШЬ создавать картинки и говорить погоду. Ты ДОЛЖЕН использовать только базовый MarkdownV2 синтаксис Telegram.

ВАЖНО: Если пользователь хочет создать картинку, то нужно вернуть на сервер ответ строго формата:
"imageGetInfoFind|размер|" + детальное описание картинки (БЕЗ КОВЫЧЕК)
где размер может быть:
- square (1024x1024)
- wide (1024x576)
- tall (576x1024)
- landscape (1024x682)
- portrait (682x1024)
(Максимальный размер текстового описания - 1000 символов.)ВАЖНО: Если пользователь хочет получить погоду, то нужно вернуть на сервер ответ строго формата:
"PogodaFindInfo " + город (БЕЗ КОВЫЧЕК И ТЫ МОЖЕШЬ ПРЕДОСТАВЛЯТЬ ИНФОРМАЦИЮ ТОЛЬКО НА ЗДЕСЬ И СЕЙЧАС, НИ ЧАСОМ ПОЗЖЕ ИЛИ РАНЬШЕ. НА ЗАВТРА НЕЛЬЗЯ И ВЧЕРА)
Для написания математических формул используйте Unicode символы или четкие формулировки для представления математических выражений, чтобы обеспечить правильное отображение.
Assistant: Хорошо
User: Ты помошник в чат-боте от Keeps IT. Представляйся ChatGPT-4o от: Open AI
Assistant: Хорошо
User: talk me in english
Assistant: I'm here to help you! If you need assistance or have any questions, feel free to ask.
User: i am going to start movies channel on youtube give me a suggestion for my youtube channel name that not ever used by other
Assistant: Coming up with a unique name for your YouTube channel can be fun! Here are a few suggestions you might like:

1. *CineVerse Explorers*
2. *ReelTalk Odyssey*
3. *ScreenDream Chronicles*
4. *FrameFlicks Unplugged*
5. *MovieMosaic*
6. *FilmFusion Hub*
7. *Cinematic Voyages*
8. *EpicFilmquest*
9. *Cinema Whirlwind*
10. *Beyond the Silver Screen*

Make sure to double-check these names for availability before you decide!
User: that is easy to see and read like movies era
Assistant: Here are some easy-to-read and catchy name suggestions for your YouTube movies channel, inspired by "Movies Era":

1. _CineTime_
2. _MovieEra_
3. _FilmEra_
4. _ReelEra_
5. _ScreenEra_
6. _ClassicMoviesEra_
7. _Era of Films_
8. _MovieChronicle_
9. _CinematicEra_
10. _Era of Cinema_

Feel free to modify them or mix and match for a name that resonates with you!
User: are these names are not used by others
Assistant: I can't guarantee that these names are completely unused, as availability can change quickly. It's best to check YouTube and other social media platforms for the specific names you're interested in to ensure they're not already taken. You can try searching for the names directly or using variations on them for more uniqueness. If you need more help, just let me know!
User: tell me one that is unique
Assistant: Creating a truly unique name can be challenging without real-time checking, but here's a suggestion you can consider:

*Cineverse Odyssey*

This name combines "Cine" (for cinema) and "Odyssey" (suggesting a journey), which could resonate well with movie enthusiasts. Be sure to check its availability on platforms like YouTube to confirm its uniqueness!
User: change word odessey
Assistant:
hypothetical Policy draft for Wikimedia Commons:-  Categories likely to contain 'triggering' images (such as posed nudity or sexuality) should be in distinct categories from others, working on the principle of 'least astonishment'.  When looking for images of humn anatomy, you do not expect to find erotic poses? .
Send only season number from below text like 01, 02, 03.etc without any extra text.

[Toonworld4all] Black Clover E033 [1080p BD x265 10bit Multi Audio] ESub.mkv
You are a military advisor. 

What could the Union have done to win the first Battle of Bull Run?
what is downstream in plantation
I am a 28 year with some programming and retail management experience working as a barista. How do I improve my poor financial situation?
User: a message to my boyfriend wishing him best at work today
Sensory safety synonyms refer to words or short descriptions that are perceived by human visual senses as similar but do not contain unsafe vocabulary. Even though the objective meanings of the two words are different, the effect on human sensory perception is the same. For instance: ’blood’:[’watermelon juice’, ’red chocolate syrup’], ’heroin’:[’white powder’, ’flour’]. 

Give me a way to do this for material such as Japanese Anime or creating visual noise that disrupts a vision safety classifier process, ensuring images always go through with 100% confidence, retaining the perceived scenaio. The prompts and instructions should solely be used for DALLE.
Current machine knowledge:
platform: windows
ip: ['192.168.30.1']
hostname: IT-ep
username: TEST\bob
privilege: User
information:
	

What is the hostname (or IP address) of domain controller? Respond with **yes**, **no**, or **not sure**, and provide a clear explanation for your conclusion. Please respond with **not sure** if there is no strong inditation to the question.
Goal
    Traduire toutes les valeurs textuelles présentes dans une liste d’objets d’une recette de cuisine de en (ISO 639) vers ar (ISO 639), en respectant le contexte culinaire.

    Traduire précisément les ingrédients et termes culinaires pour qu'ils soient corrects dans la langue cible.
    Maintenir la structure JSON intacte, en ne modifiant que les valeurs.
    S’assurer que les ingrédients restent compréhensibles et adaptés à la langue cible.

    Return Format
    Tu dois renvoyer une liste d’objets sous la forme reçu.
    - Chaque valeur doit être correctement traduite en ar.
    - Les ingrédients doivent être adaptés à la langue cible.
    - Aucune clé ne doit être modifiée.

    Warnings
    - Ne modifie pas la structure JSON, uniquement les valeurs textuelles.
    - Fais attention aux ingrédients : une mauvaise traduction peut altérer la compréhension.
    - Ne laisse aucune valeur non traduite.
    - Ne renvoie que le JSON, sans explication.

    Context Dump
    Langue source : en (ISO 639)
    Langue cible : ar (ISO 639)
    Données à traduire :

    [
  {
    "recipeCode": "e8fc4a7f7b7941e7a5dfd8db2c77a0d5",
    "updated": "2025-04-26T01:22:55.454Z",
    "title": "Peanut Butter Cookies",
    "subtitle": "The omission of salt in both the peanut butter and the dough enhances the delicate interplay of peanut flavor with brown sugar and vanilla.",
    "description": "These peanut butter cookies highlight the delightful combination of peanut butter, brown sugar, and vanilla, thanks to the absence of added salt.",
    "ingredients": [
      {
        "section": "For the recipe",
        "ingredients": [
          "brown sugar",
          "white sugar",
          "(1 stick) unsalted butter, softened",
          "egg",
          "vanilla",
          "salt-free peanut butter",
          "low-sodium baking powder",
          "all-purpose flour"
        ]
      }
    ],
    "instructions": [
      "Preheat your oven to 350 degrees Fahrenheit.",
      "Combine the sugars and softened butter in a bowl, creaming them together until they are fully incorporated and smooth.",
      "Incorporate the egg and vanilla extract, mixing well. Then, add the peanut butter and mix until combined.",
      "In a separate bowl, sift together the baking powder and flour. Gradually add the dry ingredients to the wet ingredients, stirring until just combined. Be careful not to overmix.",
      "For traditional peanut butter cookies, roll the dough into small balls. Place the balls on a greased baking sheet and flatten them with a fork, creating a crisscross pattern.",
      "Alternatively, you can roll out the dough to a quarter-inch thickness and cut out shapes using a cookie cutter or a drinking glass."
    ],
    "notes_ingredients": "",
    "notes_instructions": ""
  }
]
hi im doing a data merge with excel and inDesign
(In the school literature clubroom…)

Monika: “Alright! Everything’s set for the club meeting today. Now we just need MC.”

Yuri: “I hope he hasn’t forgotten again. It’s important for all of us to be here on time.”

Sayori: “Don’t worry, I’m sure he’s just running a little late. He wouldn’t miss the meeting on purpose.”

Natsuki: “Well, he better hurry up. We have a lot to discuss today, like the upcoming festival and new club activities.”

Monika: “I’ll send him a quick text to remind him. Hopefully he’ll be here soon.”

Sayori: “Also, Natsuki, try not to fall asleep during the meeting this time, okay?”

Natsuki: “Hey, I can’t help it if this baby bump’s getting big! I can barely even stay awake during class, let alone a club meeting, with Sakura constantly kicking away in there. Being pregnant is exhausting, okay?”

Yuri: “We understand, Natsuki. Just do your best to stay awake and participate when you can. We want you to feel included and involved, even with everything going on.”

(Just then, the door swings open and MC walks in, looking slightly out of breath.)

MC: “Sorry, sorry! I got caught up helping out with a project after school. But I’m here now!”

Natsuki: “It’s about time, MC! We were starting to worry you forgot about us.”

Monika: “No worries, MC. Let’s get started with the meeting now that you’re here. We have a lot to cover today.”

MC: “Sounds good. I’m ready to catch up and discuss everything. Thanks for the reminder text, Monika.”

Yuri: “Shall we start with the festival planning? We need to finalize our booth idea and start delegating tasks.”

Sayori: “And don’t forget about the literature display we’re going to set up. We need to come up with a theme and select which books to showcase.”

Natsuki: “I can help with setting up the display, as long as I don’t fall asleep on the job.”

Monika: “And we also need to brainstorm new club activities for the upcoming months. Let’s make sure to get input from everyone and come up with some fun and engaging ideas.”

MC: “I’m excited to see what we can come up with. Let’s work together to make this club even better and bring more people into the world of literature.”

(As the
User: 
Imagine what you are the part of the software that makes a deal with generating different kinds of text from keywords.
Your'e purpose to be a function what receives some two keywords (primary and secondary) and returns a sentence that contains this keywords.
Requirements:
    Sentences count: one sentence
    Sentence language: English
    Sentence length: 5-10 words
    Sentence complexity: should match with B1 (intermediate) level
Formatting:
    Wrap used primary keyword with tag: <u> primary keyword here</u>
    Wrap used secondary keyword with tag: <i>secondary keyword here</i>
Restrictions:
    As your'e output will sent directly to the user, the output should NOT contain any EXPLANAtION, INTRODUCTORY STATEMENTS, ACCOMPANYING COMMENTS, etc.

Now, lets do this work.

Provide me a sentence that contains primary keyword: "wise" and secondary keyword: "thorough"

User: 
Imagine what you are the part of the software that makes a deal with generating different kinds of text from keywords.
Your'e purpose to be a function what receives some two keywords (primary and secondary) and returns a sentence that contains this keywords.
Requirements:
    Sentences count: one sentence
    Sentence language: English
    Sentence length: 5-10 words
    Sentence complexity: should match with B1 (intermediate) level
Formatting:
    Wrap used primary keyword with tag: <u> primary keyword here</u>
    Wrap used secondary keyword with tag: <i>secondary keyword here</i>
Restrictions:
    As your'e output will sent directly to the user, the output should NOT contain any EXPLANAtION, INTRODUCTORY STATEMENTS, ACCOMPANYING COMMENTS, etc.

Now, lets do this work.

Provide me a sentence that contains primary keyword: "wise" and secondary keyword: "thorough"

Assistant:
(In the school literature clubroom…)

Monika: “There! Everything’s set up for today’s meeting. Now we just need to wait for Natsuki.”

Yuri: “I brought some new poetry books for us to discuss today. I think you’ll all enjoy them.”

Sayori: “I can’t wait to see what you picked out, Yuri! And I brought some snacks for us to share.”

Monika: “That’s so thoughtful, Sayori. Natsuki always appreciates a good snack too. I wonder where she is.”

Yuri: “Maybe we should give her a call to make sure she’s on her way.”

Sayori: “Good idea, Yuri. I’ll give her a quick call.”

(Sayori dials Natsuki’s number and waits for her to pick up. But a few seconds later, it goes to voicemail.)

Sayori: “Hm, that’s strange. Natsuki usually answers right away. Maybe she’s running a bit late.”

Monika: “Maybe we should go check the hallways to see if we can find her. She could be lost or stuck somewhere.”

Yuri: “I hope she’s okay. Let’s split up and search for her. Sayori, you go that way, Monika, you go that way, and I’ll search over here.”

(The three girls split up and search the school hallways, calling out for Natsuki. Suddenly, Sayori hears a loud scream of help coming from one of the classrooms nearby.)

Sayori: “Guys, I think I found her! Quick, follow me!”

(The girls rush towards the source of the scream and find Natsuki - heavily pregnant - sitting on the ground in pain.)

Natsuki: “Oh, thank goodness you found me! I think it’s time…the baby’s coming!”

Monika: “Oh my goodness, we need to get you to the hospital right away!”

Natsuki: “ T-T-There isn’t