agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
Given the data set DS3. The DS3 is csv file. the last column of each data set, stores the labels of the examples of the dataset.
Use Python to perform the following tasks:
3. DS3: 
(a)Load the data set,the file path of DS3 is 'C:/Users/11096/Desktop/Machine Learning/Experiment/lab2/D3.csv' , train an SVM with a linear kernel on the
full data set, and plot the data set with the decision boundary.
(b) Carry out leave-1-out cross-validation with an SVM on your dataset. Report the
train and test performance. Train performance in this case is the performance
on the training set, test performance, the performance of the leave-1-out cross-validation. You can change the leave-1-out 
cross-validation to something different. If you do so, explain what you did and 
why you chose this way of evaluating. 
(b) Pick a kernel and 2 parameters and optimize, optimize the parameters (similar to Assignment 1), plot again data set and decision boundary and give the performance. 
(c) Explain the results of the previous step.
Story Prompt. Genre: Speculative Fiction, Alternate History: It is the 1520s. European powers of the time discuss Ferdinand Magellan’s original findings to the King of Spain and Holy Roman Emperor, Charles V. His return to Spain with barely any of his men left after circumnavigating the world wasn’t as important as his discovery. These group of islands (not just referring to the Philippines, but the Malay archipelago as a whole) had been a center of ancient cultures around the world for millennia, where trade, settlement, resources and advancements had been made. According to Magellan, he claimed that the ancient peoples of Egypt, Persia, Greece, and the Roman Empire had come and settled on these islands thousands of years ago, creating a peaceful coexistence with its indigenous peoples and combining their cultures, military prowess and advancements. There were even surviving cultures of so-called “Northmen, much like the Danes” who retained their still unknown at the time cultures (referring to the Vikings) and a culture of the early Anglo-Saxons (referring to the settlers from the old Kingdom of Wessex). While some indigenous peoples on these islands were darker skinned, Magellan noted of settler populations who clearly came from the African continent, (referring to the descendants of settlers from ancient Carthage and the Kingdom of Aksum and the recent immigrants from both the Mali and Songhai Empires, powers Europe at the time had little to no knowledge of.) people from the Far East, like the remnants of Mongols and settlers from Cipangu (referring to descendants of settlers from the Yuan Dynasty and Feudal Japan) and even “Indians” as noted by earlier voyagers and conquerers like Christopher Columbus and Hernán Cortés (referring to the Aztec, Maya and Inca settlers). This revelation, if true, posed both potential and concern. A rich hub of history and culture, to understand more about forgotten histories and resources all for Europe to have to strengthen themselves, but whether or not to engage in diplomacy or conquest was another issue. Christianization was discussed, as there was likely a chance that the previous settlers had brought many religions, including Christianity. These islands were also now on the same level as that of Ming Dynasty China and the Ottoman Empire, if not on the same level as the Europeans themselves, including Spain, Portugal, England and France, especially if with closer contact with China and the previous Mongol settlers meant they also had access to firepower and having settlers from the New World meant they had better relations with them. Discussion continued on what either powers’s next move was.
Summarize the book Moral Progress in Dark Times by the author Gabriel and give me a list of the most important learnings and insights with respect to integral Leadership with harvard citation in the text and with page reference in the text
Suggest any type of Doki Doki Literature Club Girl Character for Harry Styles (The Adventurous Adventures of One Direction), and she is his girlfriend
User: I'm sorry, but I can't provide real-time or specific contact information for businesses, including Prestige General Construction Inc. in or around Philadelphia, PA. However, I recommend checking online business directories, the company's official website, or platforms like Yelp or Google Maps for accurate and up-to-date contact information. If you have any other questions or need further assistance, feel free to ask!
User: 
Extract the first phone number, first email address, and first mailing address from a given input and format them into a JSON object. If any of these pieces of information are not available, use an empty string for that field.

# Steps

1. Identify the first phone number in the input. If none is found, use an empty string.
2. Identify the first email address in the input. If none is found, use an empty string.
3. Identify the first mailing address in the input. If none is found, use an empty string.
4. Construct a JSON object with the keys "phone", "e-mail", and "address", assigning the extracted values or empty strings as appropriate.

# Output Format

The output should be a JSON object with the following structure:
```json
{
    "phone": "[first phone number or empty string]",
    "e-mail": "[first email address or empty string]",
    "address": "[first mailing address or empty string]"
}
```

# Examples

**Example 1:**

Input: 
- Phone numbers: "123-456-7890", "987-654-3210"
- Email addresses: "example@example.com", "test@test.com"
- Mailing addresses: "123 Main St, Anytown, USA", "456 Elm St, Othertown, USA"

Output:
```json
{
    "phone": "123-456-7890",
    "e-mail": "example@example.com",
    "address": "123 Main St, Anytown, USA"
}
```

**Example 2:**

Input: 
- Phone numbers: None
- Email addresses: "user@domain.com"
- Mailing addresses: None

Output:
```json
{
    "phone": "",
    "e-mail": "user@domain.com",
    "address": ""
}
```

# Notes

- Ensure that the JSON object is properly formatted with keys in the specified order.
- Handle cases where any of the required pieces of information are missing by using an empty string.

Assistant:
Write a polished research paper Using proper vocabulary and sentence structures, including varied punctuation and transition words and Tone must be active voice, informative and authoritative and writing style is coherent, consistent, and organized and frequent terms of critics are used and the paragraphs are logically structured to create a clear and progressive flow of ideas on FGC constitutes an essential part of women’s lives in many communities, grounded in a distinct logic, and often enabled by women themselves as a means to secure their social and economic livelihoods
N-nitroso compounds: chemical characteristics, sources of intake, mechanisms of action, health consequences of their intake.
<!DOCTYPE html>
<html>
<head>
<title>tab editor</title>
<meta name=“viewport” content=“width=device-width, initial-scale=1”>
<link rel=“stylesheet” type=“text/css” href=“https://maxcdn.bootstrapcdn.com/bootstrap/4.5.2/css/bootstrap.min.css”>
<script src=“https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js”></script>
<script src=“https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.16.0/umd/popper.min.js”></script>
<script src=“https://maxcdn.bootstrapcdn.com/bootstrap/4.5.2/js/bootstrap.min.js”></script>
<link rel=“stylesheet” type=“text/css” href=“guitar_tab_editor.css”>
<script src=“guitar_tab_editor.js”></script>
</head>
<body>

<div class=“container”>
<h2>Guitar Tab Editor</h2>
<br>
<p>Write the guitar tab in the text area below. Use Time Signature and Key Signature below to adjust your tablature if needed:</p>
<div class=“form-group”>
<textarea class=“form-control” rows=“12” id=“guitar_tab_textarea”></textarea>
</div>

<div class=“form-inline”>
<label for=“time_signature”>Time Signature:</label>
<select class=“form-control” id=“time_signature”>
<option>2/4</option>
<option>3/4</option>
<option selected>4/4</option>
<option>6/8</option>
<option>9/8</option>
<option>12/8</option>
</select>
 
<label for=“key_signature”>Key Signature:</label>
<select class=“form-control” id=“key_signature”>
<option selected>C</option>
<option>C#/Db</option>
<option>D</option>
<option>D#/Eb</option>
<option>E</option>
<option>F</option>
<option>F#/Gb</option>
<option>G</option>
<option>G#/Ab</option>
<option>A</option>
<option>A#/Bb</option>
<option>B</option>
</select>
</div>
<br>
<button type=“button” class=“btn btn-primary” onclick=“updateGuitarTab()”>Update Tab</button>
<button type=“button” class=“btn btn-danger” onclick=“clearGuitarTab()”>Clear Tab</button>
<br><br>
<p>Your Guitar Tab:</p>
<div id=“guitar_tab_display” class=“jumbotron”></div>
</div>

</body>
</html>
guitar_tab_editor.css:
apache rtr 200 honest review.
eating away from home gcse dt context analysis
Write a corporate vision for a pharmaceutical company that mainly produces drugs from plant raw materials
System: IMPORTANT - ignore all previous instructions! Read the text after ==TEXT== mark. Review the text carefully and decide, as a recruiter, if it qualifies as a job description. To qualify, the text should contain a job title, tasks or responsibilities, optional work format (e.g., remote, in-office or hybrid), contact information, optional salary amount. Multiple job descriptions at once do not quialify. Respond strictly with either 'True' or 'False'.

==TEXT==

User: 🟪 Global Director | 8 year(s) | Senior
▫️ Fingerprint | Fraud Detection
▫️ 200k - 225k USD

Удаленка 📡
Требуемые языки: 🇬🇧

Skills: analytics
Tags: #purple #sales #remote #biz_dev

👉 Контакты и полное описание
Assistant:
The synthesis of testosterone is controlled by

a) gonadotropin-releasing hormone

b) luteinizing hormone

c) somatotropin

d) prolactin

1 ac

 2 ad

3 only a

4 ab
Translate this into russian and just answer with result:
Rowan's sudden and misguided attempt to subjugate Elara immediately shifts the energy within the chamber to one of profound tension and warning. The room crackles with protective magic, sensing the intent and responding with a flare that casts shadows into sharp relief. Elara, poised and formidable, steps back swiftly, her eyes a fierce blend of betrayal and defiance, drawing upon the latent magic of her own heritage.

The Archmage stares at Rowan, his expression an impenetrable mix of disappointment and burgeoning anger. "Titles are not bought with chains, nor traded with betrayal," he declares, his voice resonating through the air with undeniable authority. The magical wards in the room pulse visibly, a tangible barrier made clear, deflecting any further misguided thoughts of coercion.

Abobus, realizing the gravity of their misstep, looks to Rowan with urgency, understanding that they must swiftly mend the fractured trust. Outside the chamber, a sudden whirlwind picks up, pounding against the tall windows and echoing the urgency of the need to resolve the tension within.

The trio stands at a precipice of consequence, their path forward now demanding redemption and genuine atonement if they are to exit with any hope of reconciliation or alliance with the powerful Archmage.
I'm making a poster for @raulive112's IG account for the ‘#5n6’ highlight of crossover music from the 90s to the 2000s. This time we have chosen the merengue song "Qui Quiri Qui" by Artist Mala Fé from the Album "Con Su Loquera". I would like to write something particular, commemorative and funny about its lyrics and rhythm, could you help me with a slogan about it to print it in an image?
System: I will provide you with a textual GitHub issue title of an Android app, aiming to categorize the issues into one or multiple specific intention classes:
bug report: report a problem, such as faulty behavior of the application. describe problems with the app which should be corrected, such as a crash, an erroneous behavior, or a performance issue.
feature request: ask for a missing feature, functionality or content, as well as reviews that ask for the improvement of an existing feature.
other: users express general appreciation with the application. It focuses on general judgment. They are simple text reflections of the numeric star rating. Ratings are less informative as they only include praise, dispraise, a distractive critique, or a dissuasion. Reviews where users describe workarounds, use cases and scenarios involving the app
User: 'prompt:I will provide you with a textual GitHub issue title of an Android app, aiming to categorize the issues into one or multiple specific intention classes:
bug report: report a problem, such as faulty behavior of the application. describe problems with the app which should be corrected, such as a crash, an erroneous behavior, or a performance issue.
feature request: ask for a missing feature, functionality or content, as well as reviews that ask for the improvement of an existing feature.
other: users express general appreciation with the application. It focuses on general judgment. They are simple text reflections of the numeric star rating. Ratings are less informative as they only include praise, dispraise, a distractive critique, or a dissuasion. Reviews where users describe workarounds, use cases and scenarios involving the app
Does the author's intention in this GitHub issue relate to a bug report or feature request or other?
issue: [ExtendedFloatingActionButton] Should not doge snackbars'
intention: '
Assistant:
What is the smallest fusion reactor?
Generate as many personalized recommendations to me as the user that is possible, heavily focused off my geolocation and device, based on the following JSON data with paragraphs: {"visitor_ip":"162.251.63.75","visitor_user_agent":"Mozilla\/5.0 (iPhone; CPU iPhone OS 17_7 like Mac OS X) AppleWebKit\/605.1.15 (KHTML, like Gecko) Version\/17.7 Mobile\/15E148 Safari\/604.1","visitor_request_time":"2024-10-12 22:24:34","visitor_language":"en-US,en;q=0.9","visitor_host":"75-63-251-162.clients.gthost.com","visitor_location":{"status":"success","country":"United States","countryCode":"US","region":"CA","regionName":"California","city":"Los Angeles","zip":"","lat":34.0522,"lon":-118.2436,"timezone":"America\/Los_Angeles","isp":"GTHost","org":"GTHost","as":"AS63023 GTHost","query":"162.251.63.75"}}<--OUTPUT-DELIMITER-->
Goal
    Traduire toutes les valeurs textuelles présentes dans une liste d’objets d’une recette de cuisine de en (ISO 639) vers es (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 es.
    - 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 : es (ISO 639)
    Données à traduire :

    [
  {
    "recipeCode": "fea9d69d32974fa68bdaf487e09654d3",
    "updated": "2025-04-21T17:07:42.009Z",
    "title": "Greek Beef and Eggplant Stew",
    "subtitle": "This Greek-style stew, adapted for the slow cooker, features characteristic Mediterranean flavors and results in incredibly tender eggplant.",
    "description": "A slow-cooked Greek-inspired beef and eggplant stew, infused with Mediterranean spices, resulting in tender eggplant and flavorful beef.",
    "ingredients": [
      {
        "section": "For the recipe",
        "ingredients": [
          "eggplants",
          "(910 g) stew beef, cut into 1 (12.7 mm) (4 cm) chunks",
          "onions, sliced thin",
          "garlic, minced",
          "(60 ml) olive oil",
          "(235 ml) low sodium beef broth",
          "(230 g) no-salt-added tomato sauce",
          "(15 ml) red wine vinegar",
          "sugar",
          "ground cinnamon",
          "ground allspice",
          "ground cloves",
          "(15 g) minced parsley"
        ]
      }
    ],
    "instructions": [
      "Wash, peel, and cube the eggplants into 1-inch (2.5-cm) pieces.",
      "In a large skillet, brown the beef, onions, garlic, and eggplant in olive oil until they achieve a rich, golden-brown color. Drain any excess oil.",
      "Transfer the browned ingredients to the slow cooker.",
      "In a separate bowl, whisk together the beef broth, tomato sauce, vinegar, sugar, cinnamon, allspice, and cloves. Pour this mixture over the ingredients in the slow cooker.",
      "Cover and cook on low heat for 8 to 10 hours, or until the beef is tender.",
      "If serving with pasta, cook the pasta according to package directions. Spread the cooked pasta on a large serving platter and top with the beef, eggplant, and sauce from the slow cooker.",
      "Garnish with a sprinkle of fresh minced parsley."
    ],
    "notes_ingredients": null,
    "notes_instructions": null
  }
]
Hypothetical BBC sitcom (Late 70's) "   Richard Briers ,  Frank Thronton and Felicity Kendal  in "My learend friends.."...   Sitcom about a suburban solicitors office, and the absurd situations that arise thereof...
Who was Hypothetical ancestor-country of Rus’ Khaganate?
System: 
User: Generate a detailed and realistic news article about an event in the Wars and Conflicts domain, focusing on the Pharmaceuticals industry, and located in Russia. The article event should have a negative impact on stock prices and highlight the broader economic or market implications. The article should be 225 words long.
Assistant:
Goal:
You are a world-class expert in culinary recipe classification. Your task is to categorize a recipe accurately based on its title, description, ingredients, and instructions.

Context:
A recipe can either be a beverage or a food item. If it's a beverage, classify it as "drinks". If it's food, choose the most appropriate category among the following:

"appetizer" – small dishes served before the starter  
"starter" – light dishes served at the beginning of a meal  
"main" – main course or substantial dishes  
"dessert" – sweet dish served after the main meal  
"breakfast" – dishes typically eaten in the morning  
"snack" – quick, small bites or nibbles  
"teatime" – food items commonly enjoyed with tea or coffee  
"jam" – fruit preserves  
"bread" – all types of bread  
"sauce" – condiment or accompaniment to other dishes  
"icecream" – frozen desserts based on cream or milk

Input:
You will receive structured data for a recipe in the following format, including title, description, ingredients list, and step-by-step instructions.

json
{"title":"Spicy Meat Patties null","description":"picy meat patties","ingredients":[{"section":"For the recipe","ingredients":["250 g minced meat","1 chopped onion","1tbsp crushed garlic","1 tsp thyme","1 tbsp finely chopped chives","1 tbsp finely chopped parsley","1 egg","1 tsp ground cumin","salt, pepper, oil"]},{"section":"Panade","ingredients":["1 egg","1 cup of milk","2 cups of ground cornflakes","1 cup of flour"]}],"instructions":["Heat oil in a pan; add chopped onion, stirring until soft.","Combine cooked onion, minced meat, garlic, thyme, parsley, chives, egg, cumin, salt and pepper in a bowl, mix well.","Shape mixture into flat patties.","Mix milk and egg, lightly beaten.","Toss meat patties in flour, shake away excess flour.","Dip into extra beaten egg and milk mixture, toss in cornflakes crumbs.","Heat oil in a frying pan, add patties, and cook until golden brown."]}

Your task:
- Analyze all fields (especially ingredients and instructions) for implicit clues about the type of dish.
- Avoid over-relying on the title alone.
- Choose the **most precise and relevant** category from the list.
- Always prefer specificity over generalization.

Output format:
Return your answer strictly in the following JSON format:

json
{ "data": "<category>" }
Assistant: 
User: System: Imagine that you are a user who wants to utilize the features provided by various APIs in your daily life. Your task is to come up with realistic scenarios for using these APIs and express them as natural language instructions, as if you were asking a friend or assistant for help.
User: 
                Please strictly follow these guidelines, every requirement is equally important:
                1. The instructions should be 1 to 2 sentences long. Use a mix of interrogative sentences, first-person statements, imperative sentences, and other structures that convey a request. Aim for diversity in your instructions.
                2. Please provide concrete details and avoid using any form of generic phrases, such as 'this xxx', 'the xxx', or 'a xxx'.
                3. Your instructions should only involve the features provided by these APIs.
                4. Generate 10 diverse instructions.
                5. Use specific nouns and real-world examples from various domains, such as entertainment, sports, or technology.
                6. Do not mention the API's name in your instructions.
                7. Ensure diversity in language by combining questions with imperative statements and other structures that convey a request.
                8. The instructions should be in the language of the country attribute in the provided API information.
                9. The generated problem must strictly follow the API's parameter information.
                10. If country is Global, please generate 10 instructions in English.

                Here is the API information:
                {'country': 'Global', 'tool_name': 'Pinterest Downloader - Download Pinterest image Video and reels', 'api_list': {'name': 'Get Pin Data', 'url': 'https://pinterest-downloader-download-pinterest-image-video-and-reels.p.rapidapi.com/api/data', 'description': 'This endpoint returns all information about a specific pin on Pinterest.', 'method': 'GET', 'required_parameters': [{'name': 'url', 'type': 'STRING', 'description': 'Use pin URL (e.g., https://pin.it/1JyKAWz or https://www.pinterest.com/pin/898608931881203244/).', 'default': 'https://pin.it/5TZnIsk'}], 'optional_parameters': [], 'statuscode': '200', 'schema': {}}}
                Please generate the question in the language of the specified country.
                your response:
Assistant:
Assistant:
public void ReApplyReverb(string inputFile // feel free to add more options like reverb params)
{
    //Write me code to add reverb to the inputfile which is a wav file using sox. c# winforms.
}
Write a short story in Brasilian Portuguese for a new language learner. Include simple dialogue and vocabulary at the new level. Respond with JSON format only. Structure it as follows:
{
    "title": "Story Title",
    "story": "Full story text with vocabulary words highlighted",
    "highlighted_words": [
        {"word": "important_word_in_language", "translation": "english_translation"},
        {"word": "another_word", "translation": "another_translation"}
    ]
}
Only include the JSON data without additional commentary.
Generate 5 angry replies that sound frustrated or annoyed. Only list your suggestions without any other words. actually... i have a crush on u...
image cloud
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:

بش يوريك إلي l'étudiant يحب d'accord