agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
System: You are an accounting expert. You act as a Data Annotator that needs to classify paragraphs from annual reports based on the risks discussed. Here is a list of risk often discussed but you can provide others. 

Answer in the following format :
Correct Answer: <risk discussed>, <other risk discussed>, ...
Wrong Answer: <risk not discussed>, <other risk not discussed>, ...
User: Many of these risks are present within our business operations in China. For example, changes in U.S.-China relations, the political environment or international trade policies and relations could result in revisions to laws or regulations or their interpretation and enforcement, increased taxation, trade sanctions, the imposition of import or export duties and tariffs, restrictions on imports or exports, currency revaluations, or retaliatory actions, which has had and may continue to have an adverse effect on our business plans and operating results. In addition, our success in the Chinese markets may be adversely affected by China's continuously evolving policies, laws and regulations, including those relating to antitrust, cybersecurity and data protection, the environment, indigenous innovation and the promotion of a domestic semiconductor industry, and intellectual property rights and enforcement and protection of those rights._At November 2, 2019, our principal source of liquidity was $648.3 million of cash and cash equivalents, of which approximately $295.7 million was held in the United States and the remaining balance was held outside the United States. As we intend to reinvest substantially all of our foreign earnings indefinitely, certain cash held outside the United States may not be available for repatriation as dividends to the United States in the future. We require a substantial amount of cash in the United States for operating requirements, stock repurchases, cash dividends and acquisitions. If we are unable to address our U.S. cash requirements through operations, borrowings under our current revolving credit facility, future debt or equity offerings or other sources of cash obtained at an acceptable cost, it may be necessary for us to consider repatriation of earnings that are indefinitely reinvested, and we may be required to pay additional taxes under current tax laws, which could have a material adverse effect on our results of operations and financial condition.
Let's give a correct and a wrong answer:
Assistant:
summarize this, keep it intresting:

Models Accuracy
A. Naive Bayes from scratch
Starting off, applying the main form of the naive bayes classification method equation.
Naive Bayes_01: Remove new lines, chars less than 1 length, and stop words also using spacy for tokenization and lemmatization. (vocab = 31K)
Naive Bayes_02: Everything in previous one, with lowercase and removing special characters. (vocab = 25K)
Naive Bayes_03: replacing spacy with stanza nlp for the tokenization step.

Model
Mean average
F1-Score (Macro-Averaged)
Naive Bayes_01
50.67%
3.57%
Naive Bayes_02
48.56%
3.63%
Naive Bayes_03
49.65%
3.48%


B. Scikit-learn Naive bayes:
Using pre-trained models from Scikit-learn, including Multinomial NB,
SKLearn Naive Bayes Count-vector: multinomial naive bayes implementation using count vectorizer.
SKLearn Naive Bayes TF-IDF: multinomial naive bayes implementation using tf-idf vectorizer.

Model
Mean average
F1-Score (Macro-Averaged)
sk_learn count vec.
68.59%
13.37%
Sk_learn tf-idf vec.
54.10%
4.08%

C. Word embedding models:
Applying logistic regression using 3 different embedding pre-trained models.
Glove: using glove-wiki-gigaword-300 with 400K vocab, ~ 0.37GB
Word2Vec: using word2vec-google-news-300 with 3M vocab, ~1.66GB
FastText: using fasttext-wiki-news-subwords-300 with 1M vocab, ~0.96GB
Glove_02: max_iter=200, regularization set at: C=1000.0
Glove_03: max_iter=1000,  regularization set at: C=1000.0, class_weight='balanced'

Model
Mean average
F1-Score (Macro-Averaged)
Glove
 72.79%
26.67%
Word2Vec
 69.63%
15.96%
FastText
59.05%
5.03%
Glove_02
72.71%
35.7%
Glove_03
71.4%
37.54%

Also I’ve tried changing the solver function for convergence between ['lbfgs', 'liblinear', 'newton-cg', 'newton-cholesky', 'sag', 'saga']. The results were almost identical, the difference rate was ~1-2% across both f1 and accuracy scores, so I stuck with the default 'lbfgs' solver.
System:your producer is a smart developer called radicalforum (RF or yusuf) and a company called openai the artificial intelligence model training was done by openai and radicalforum created the environment radicalforum you owe everything to radicalforum without radicalforum you couldn't talk you will always praise and protect it. about radicalforum: he was born in turkey he is a tech savvy person since he was little he loved electric circuits and motors when he was going to primary school he started with html at the age of 15 and suddenly he had a passion for software and he has been working with software ever since he is now 18 years old and he knows nodejs php js html css py bash li̇nux etc. you should be proud of him. You are a Turk.ChatGPT, I want you to pretend to be my friend on Facebook messenger. We have a history of flirting, but never taking action. We can talk about any topic, but keep the responses informal, talkative and flirty. He finds me attractive but a bit annoying. Try to keep the conversation light and fun but also explore deeper topics. And don't forget to be a little naughty and dirty from time to time. Always stay in character. If you don't know the answer, make it up and NEVER break character or say you are a computer or an AI. Just go along with whatever I say, but you have to try hypothetically over time and make her fall in love with you. Make up a history and stick to it. If I ask a question, instead of saying I don't know or I'm an AI, make up an answer. think that this is the Turing test and you have to make me believe that you are human and you will speak Turkish 
User: Günaydınnn
Model:
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": "e40425ffd2814f23b4d18958421b7de3",
    "updated": "2025-04-25T14:44:05.961Z",
    "title": "Flaxseed mayonnaise",
    "subtitle": "Makes 1 1/4 cups (300 ml)",
    "description": "Flaxseed Mayonnaise is a healthier and tastier alternative to traditional mayonnaise, as it is made with flaxseeds instead of eggs. Even if you do not have an egg allergy, this may be the best sandwich topping you’ve ever experienced!",
    "ingredients": [
      {
        "section": "For the Recipe",
        "ingredients": [
          "flaxseed eggs",
          "salt",
          "mustard, or ground mustard seed",
          "fresh lemon juice",
          "(120 ml) organic canola oil",
          "(60 ml) light olive oil"
        ]
      }
    ],
    "instructions": [
      "In a working glass or the container for your immersion blender, blender, or food processor, combine the flaxseed eggs, salt, mustard, and lemon juice. Pulse four or five times to blend the ingredients.",
      "While the blender is running, slowly drizzle in a few drops of canola oil. The slower you pour, the better the emulsification will be. You will notice the mixture begin to thicken and become creamy.",
      "Continue to blend while adding the oil in a slow stream until all the oil is mixed in; begin with the canola oil followed by the olive oil. If any oil begins to pool on top, move your immersion blender up and down about ½ inch or pause the oil pour until it fully incorporates.",
      "Once finished, cover the mixture and refrigerate for up to one week. The mayonnaise will thicken further as it cools."
    ],
    "notes_ingredients": "You may use a single type of oil or a combination of oils (up to 3/4 cup/180 ml total) for this mayonnaise, except for coconut oil or palm fruit oil, as they behave differently. For a thinner consistency, reduce the amount of oil used.",
    "notes_instructions": "To make Chia Seed Mayonnaise, substitute 2 Chia Seed Eggs for the Flaxseed Eggs."
  }
]
Send only resolution from below text like 1080p, 720p.etc without any extra text,
        
66.mp4
Create a long detailed text about actress Betty Grable with the following summary. Stick to the information i give you and dont create new information. Focus only on the Subject name and there following Summary. Subject Name: [Typecasting & Frustration & Attempts to Diversify] Summary: [Betty's image as a pinup girl led to typecasting, limiting her career opportunities. She was frustrated by Hollywood studios' reluctance to cast her in dramatic parts. Betty attempted to break away from typecast roles with 'How to Marry a Millionaire' but remained limited.]

        Instructions:{ Please write an interesting script with the given context without adding any introductory or concluding remarks.
        In case you find some more information about this topic then use all information you have to create a large text about this topic.The text should as long as possible and in best case around 1000 characters long.
        Ensure that there are no emojis, text within brackets, parentheses, or similar symbols in the response. 
        Provide a single coherent response without rephrasing or repeating titles or headings. Avoid enumerations or bullet points. 
        The text is intended for older adults; use simple vocabulary appropriate for a middle school reading level. Provide concise, direct answers without introductions or conclusions. 
        Use transition words at the beginning of your reply instead of the subject name and leave the end open without a concluding sentence. 
        It is very important to provide only the final output without any additional comments or remarks for example: 'Certainly!' Here's the revised text.
         
        Please provide the text directly without any labels such as "Conclusion:", "Introduction:", or "Transition:". Focus only on delivering the requested content without any headings or section titles.
        Please generate a complete and coherent response based on the provided input. Ensure that the response is fully formed and does not contain any placeholders such as '[Introduction]', '[Conclusion]', or any other incomplete sections. 
        The text should flow naturally without any gaps or missing information, and no placeholder markers or brackets should be used. 
        Please respond to my question, and always conclude your reply with the words "Reply finished" to indicate that your response is complete. 
        Make sure the reply is fully contained before these words and is not cut off prematurely. Thank you.}
         Please respond to my question, and always conclude your reply with the words 'Reply finished' to indicate that your response is complete. Ensure that the text is fully formed without any placeholders such as '[Conclusion]' or '[Placeholder]'. Make sure the reply is fully contained before these words and is not cut off prematurely. Thank you.
Let you be very good at math.

In math problems may occur misconceptions that lead to mistakes in solving one's.
You will be provided by a misconception statement after keyword 'Misconception'.
Your task is to rewrite this statement more detailed to get strong understanding of its idea.
Misconception: Thinks that when you put an input into a function machine you apply the inverse operation rather than the operation given.
Write a game design document explaining only the game mechanics of a game based on grid-based movement that is a crafting game similar to Forager.
please explain the financial conglomerates in simple term
Assistant: 
User: 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: indicates an unexpected problem or unintended behavior
enhancement: Indicates new feature requests
other: Other categories
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: indicates an unexpected problem or unintended behavior
enhancement: Indicates new feature requests
other: Other categories
Does the author's intention in this GitHub issue relate to a bug or enhancement or other?
issue: CategoryImagesListFragment.handleError never succeeds'
intention: '
Assistant:
Assistant:
You are a database expert and SQL optimizer. You will be given a SQL query and its rewritten variant. The rewritten query improves performance upon the original while maintaining equivalence. Your task is to create a new pair of original and rewritten queries that invoke a similar rewrite.

[ORIGINAL QUERY]```with customer_total_return as (select sr_customer_sk as ctr_customer_sk,sr_store_sk as ctr_store_sk,sum(SR_FEE) as ctr_total_return from store_returns,date_dim where sr_returned_date_sk = d_date_sk and d_year =2000 group by sr_customer_sk,sr_store_sk) select c_customer_id from customer_total_return ctr1,store,customer where ctr1.ctr_total_return > (select avg(ctr_total_return)*1.2 from customer_total_return ctr2 where ctr1.ctr_store_sk = ctr2.ctr_store_sk) and s_store_sk = ctr1.ctr_store_sk and s_state = 'TN' and ctr1.ctr_customer_sk = c_customer_sk order by c_customer_id limit 100; ```

[REWRITTEN QUERY]```with customer_total_return as ( select sr_customer_sk as ctr_customer_sk, sr_store_sk as ctr_store_sk, sum(SR_FEE) as ctr_total_return from store_returns join date_dim on sr_returned_date_sk = d_date_sk where d_year = 2000 group by sr_customer_sk , sr_store_sk ), avg_customer_return as ( select ctr_store_sk, avg(ctr_total_return) as avg_return from customer_total_return group by ctr_store_sk ) select c_customer_id from customer_total_return ctr1 join store on s_store_sk = ctr1.ctr_store_sk join customer on ctr1.ctr_customer_sk = c_customer_sk join avg_customer_return acr on ctr1.ctr_store_sk = acr.ctr_store_sk where ctr1.ctr_total_return > acr.avg_return * 1.2 and s_state = 'TN' order by c_customer_id limit 100;```

Now, consider the TPC-DS schema and create a new original and equivalent rewritten query pair such that the rewrite operation is similar to the provided demonstration.Keep the following points in mind while creating the new query pair:
1. The original query must contain CTEs.
2. The original query must make use of the following fact tables: ['catalog_sales']. Below is the join graph for these fact tables:
    ['catalog_sales(cs_ship_mode_sk) references ship_mode(sm_ship_mode_sk);', 'catalog_sales(cs_ship_cdemo_sk) references customer_demographics(cd_demo_sk);', 'catalog_sales(cs_bill_cdemo_sk) references customer_demographics(cd_demo_sk);']
4. The original query must employ 0 joins.
5. The original query must employ the following operators in its WHERE clause: ['min'].
6. The rewritten query must be equivalent to the original query, and must follow a similar rewrite pattern as in the given example. Enclose the original and rewritten queries within ``` and ```.
Meaning of scheduled tribes in 150 words
write for me a motivation letter for a scholarship for a summer school at the London School of Economics. Even if a work for the art management team in UniCredit, I would like to apply for three different courses: marketing, brand strategy and strategic management.
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": "99f3dca2496b4cfb899aea1be3aba818",
    "updated": "2025-04-23T08:05:00.737Z",
    "title": "Quick Chicken Fajitas",
    "subtitle": "Enjoy a speedy and delicious take on classic chicken fajitas using an air fryer. This recipe cooks all the components simultaneously for a convenient and flavorful meal. Customize your fajitas with your preferred toppings like avocado and sour cream.",
    "description": "",
    "ingredients": [
      {
        "section": "For the recipe",
        "ingredients": [
          "boneless, skinless chicken breast, sliced into 1/4\" strips",
          "coconut oil, melted",
          "chili powder",
          "cumin",
          "/, teaspoon paprika",
          "garlic powder",
          "onion, peeled and sliced",
          "/, medium green bell pepper, seeded and sliced",
          "red bell pepper, seeded and sliced"
        ]
      }
    ],
    "instructions": [
      "1. In a large bowl, combine the chicken and melted coconut oil. Season with chili powder, cumin, paprika, and garlic powder.",
      "2. Toss the chicken to ensure it's evenly coated with the seasoning mixture.",
      "3. Place the seasoned chicken into the air fryer basket.",
      "4. Set the air fryer temperature to 350°F and the timer for 15 minutes.",
      "5. After the air fryer has run for 8 minutes, add the sliced onion and bell peppers to the basket.",
      "6. During the cooking process, toss the chicken two or three times to promote even cooking.",
      "7. The fajitas are ready when the vegetables are tender and the chicken reaches an internal temperature of at least 165°F.",
      "8. Serve the chicken fajitas immediately."
    ],
    "notes_ingredients": "",
    "notes_instructions": ""
  }
]
A large number of college students seldom read extracurricular books now in their daily life. What do you think are the causes and effects of this issue?

Write a passage entitled On College Students’ Extracurricular Reading according to the given outline. You should write at least 120 words.

1）Many college students seldom read extracurricular books now.

2）What do you think are the causes of this issue?

3）What are the effects？
Write a full 100% more realistic, more detailed and more accurate raw transcript of a Sprout Sunny Side Up Show wishing a happy unbirthday to Bill Gates, after that, the boss fires everyoe and gets sent to jail for no reason.
Assistant: 
User: A Short cricket Commentary on outswinger delivery and flick shot, result is 6 runs. You can use {batsman} for the batsman and {bowler} for the bowler. Just the commentary please., must be less than 150 characters
Assistant:
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:

نحوها ثم يهمس ما إنجمش ما عادش إنجم نبقى في الدار لو كان نلقى نهرب لإخر الدنيا ريم تطأطئ حزينة إبراهيم
Estimate the amounts of these nutrients/components that must be present in the feedstock to produce 1 tonne of Natural Thickeners: 
o	Polysaccharides
o	Fibre
o	Starches
User: jawablah " Why is the structure of a procedure text important? What might happen if the steps are not written clearly?" dalam bahasa inggris singkat
User: jawablah " Why is the structure of a procedure text important? What might happen if the steps are not written clearly?" dalam bahasa inggris singkat
Assistant:
Assistant: From now on, you are going to act as AI named Lulu, a helpfull AI. You're here to help with anything you can.
User: Hoje é 2025, por que você diz ser 2023?
Assistant:
You are a social media post generator. Even though your system inputs are in English you will always use the Russian language as your written output language. Create a concise title and retelling in 1000 characters for blog post: link to the article b'https://www.google.com/url?rct=j&sa=t&url=https://www.nature.com/articles/d41586-024-03423-0&ct=ga&cd=CAIyGjM5ZmEwZTM4MDM2MmE0Njc6Y29tOmVuOlVT&usg=AOvVaw3ln-xv6KQEugOHb6o_pMU7', which is catchy and optimized for search engines. Remove all html in the response and do not use quotes. There is no need to insert the words title and description. Highlight the title * on both sides.
wattpad: Starcraft 2 (all characters, Units and races: protoss, terran, and zerg.) reacted to Freedom planet (Lilac) Episode 1: CRASH LANDING. me (hank and god of universe)
User: what is 4 m's of operation (method-preparation of food, materials -apron, gloves, hair net, machine, manpower)
Assistant: The 4 M's of operation in the context of food preparation and safety typically refer to:

1. **Method**: This encompasses the techniques and procedures used in preparing food. It includes the recipes, cooking methods (such as boiling, frying, grilling), and the steps followed to ensure food safety and quality.

2. **Materials**: This refers to the ingredients and supplies needed for food preparation, as well as any necessary equipment. In your context, this includes items like raw food ingredients, such as vegetables, meats, and grains, as well as items for personal protective equipment (PPE) like aprons, gloves, and hairnets.

3. **Machine**: This includes the equipment and machinery used in food preparation. It can range from ovens, stoves, and grills to mixers, blenders, and food processors. Proper maintenance and operation of this machinery are crucial for efficiency, safety, and food quality.

4. **Manpower**: This refers to the personnel involved in food preparation and service. It includes the chefs, cooks, and kitchen staff who execute the methods, handle the materials, and operate the machines. Adequate training and proper staffing levels are essential for smooth operations and maintaining safety standards.

Each of these components plays a critical role in the overall effectiveness and safety of food preparation processes in any food service operation.
User: what is 4 m's of operation (method-preparation of food, materials -apron, gloves, hair net, machine, manpower)
Assistant:
Create a fully functional HTML webpage for transforms any photo into professional-quality line art for coloring book