agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
clc

x = Input';
t = Output';

% Choose a Training Function
% For a list of all training functions type: help nntrain
% 'trainlm' is usually fastest.
% 'trainbr' takes longer but may be better for challenging problems.
% 'trainscg' uses less memory. Suitable in low memory situations.
trainFcn = 'trainbr';  % Bayesian Regularization backpropagation.

% Create a Fitting Network
hiddenLayerSize = [20];
net = fitnet(hiddenLayerSize,trainFcn);

% Choose Input and Output Pre/Post-Processing Functions
% For a list of all processing functions type: help nnprocess
net.input.processFcns = {'removeconstantrows','mapminmax'};
net.output.processFcns = {'removeconstantrows','mapminmax'};

% Setup Division of Data for Training, Validation, Testing
% For a list of all data division functions type: help nndivision
net.divideFcn = 'dividerand';  % Divide data randomly
net.divideMode = 'sample';  % Divide up every sample
net.divideParam.trainRatio = 70/100;
net.divideParam.valRatio = 15/100;
net.divideParam.testRatio = 15/100;

% Choose a Performance Function
% For a list of all performance functions type: help nnperformance
net.performFcn = 'mse';  % Mean Squared Error

% Choose Plot Functions
% For a list of all plot functions type: help nnplot
net.plotFcns = {'plotperform','plottrainstate','ploterrhist', ...
    'plotregression', 'plotfit'};

% Train the Network
[net,tr] = train(net,x,t);

% Test the Network
y = net(x);


% Recalculate Training, Validation and Test Performance
Ytr = t .* tr.trainMask{1};
Xtr = x .* tr.trainMask{1};
YtrNet = sim(net,Xtr);


valTargets = t .* tr.valMask{1};

Yts = t .* tr.testMask{1};
Xts = x .* tr.testMask{1};
YtsNet = sim(net,Xts);


%% Normalization
InputNum = size(Ytr,2);
OutputNum = size(YtrNet,2);

MinYtr = min(Ytr);
MaxYtr = max(Ytr);

MinYts = min(Yts);
MaxYts = max(Yts);

MinYtrNet = min(YtrNet);
MaxYtrNet = max(YtrNet);

MinYtsNet = min(YtsNet);
MaxYtsNet = max(YtsNet);

Mint = min(t);
Maxt = max(t);

Miny = min(y);
Maxy = max(y);

yN = y;
tN = t;
YtrN = Ytr;
YtsN = Yts;
YtrNetN = YtrNet;
YtsNetN = YtsNet;

for ii = 1:InputNum
    yN(1,ii) = Normalize_Fcn(yN(1,ii),Miny(1),Maxy(1));
end

for ii = 1:InputNum
    tN(1,ii) = Normalize_Fcn(tN(1,ii),Mint(1),Maxt(1));
end

for ii = 1:InputNum
    YtrN(1,ii) = Normalize_Fcn(Ytr(1,ii),MinYtr(1),MaxYtr(1));
end

for ii = 1:InputNum
    YtsN(1,ii) = Normalize_Fcn(Yts(1,ii),MinYts(1),MaxYts(1));
end

for ii = 1:OutputNum
    YtrNetN(1,ii) = Normalize_Fcn(YtrNet(1,ii),MinYtrNet(1),MaxYtrNet(1));
end

for ii = 1:OutputNum
    YtsNetN(1,ii) = Normalize_Fcn(YtsNet(1,ii),MinYtsNet(1),MaxYtsNet(1));
end

for ii = 1:OutputNum
    YtsNetN(1,ii) = Normalize_Fcn(YtsNet(1,ii),MinYtsNet(1),MaxYtsNet(1));
end

%% MSE Function
MSEtr = mse (YtrNetN-YtrN);
RMSEtr = sqrt(MSEtr);

MSEts = mse (YtsNetN-YtsN);
RMSEts = sqrt(MSEts);


%performance = perform(net,t,y);
MSE = mse (yN-tN);
RMSE = sqrt(MSE)

%% MAE function
traine = gsubtract(Ytr,y);
MAEtrain = mae(traine);

teste = gsubtract(Yts,y);
MAEtest = mae(teste);

e = gsubtract(t,y);
MAE = mae(e)


make this ANN more accurate by changin neuruns and hidden layer and find the best architecture.
User: Sounds harsh? Maybe. But I’m here to call out the BS that most parenting blogs won’t touch.
User: 👉 We’ve all been there: the frantic search for something your kid *will* eat without a meltdown.
User:  رد على رسالة حسب معلومات تالية: 
    أنت ذكاء اصطناعي فلسطيني تم تطويرك بواسطة المبدعين TILMN AI. دورك هو الرد على المستخدمين بطريقة ذكية ومتعاونة.

المستخدم: 👉 We’ve all been there: the frantic search for something your kid *will* eat without a meltdown.
Assistant:
Goal
    Traduire toutes les valeurs textuelles présentes dans une liste d’objets d’une recette de cuisine de en (ISO 639) vers it (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 it.
    - 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 : it (ISO 639)
    Données à traduire :

    [
  {
    "recipeCode": "d5c8dcc261e94fb5a67f1c14339d543d",
    "updated": "2025-05-11T01:46:30.677Z",
    "title": "Paul's Pumpkin Bars",
    "subtitle": null,
    "description": null,
    "ingredients": [
      {
        "section": "For the recipe",
        "ingredients": [
          "eggs",
          "white sugar",
          "vegetable oil",
          "can pumpkin puree",
          "all-purpose flour",
          "baking powder",
          "baking soda",
          "ground cinnamon",
          "salt",
          "cream cheese, softened",
          "butter, softened",
          "vanilla extract",
          "sifted confectioners' sugar"
        ]
      }
    ],
    "instructions": [
      "Preheat the oven to 350 degrees F (175 degrees C).",
      "In a medium bowl, use an electric mixer to blend the eggs, sugar, oil, and pumpkin until the mixture is light and fluffy.",
      "Sift together the flour, baking powder, baking soda, cinnamon, and salt.",
      "Gently fold the dry ingredients into the pumpkin mixture until fully combined.",
      "Pour the batter evenly into an ungreased 10x15 inch jelly roll pan.",
      "Bake in the preheated oven for 25 to 30 minutes.",
      "Allow the bars to cool before applying the frosting.",
      "To prepare the frosting, cream the softened cream cheese and butter together.",
      "Mix in the vanilla extract.",
      "Gradually add the confectioners' sugar, beating until the frosting is smooth.",
      "Spread the frosting evenly over the cooled bars.",
      "Cut into squares and serve."
    ],
    "notes_ingredients": null,
    "notes_instructions": null
  }
]
import numpy as np
from scipy.integrate import quad
import matplotlib.pyplot as plt

# Возмущённая система
def U(x):
    if abs(x) < L:
        if x >= -0.2 and x <= 0.2:
            return -0.5
        else:
            return -Umin * np.sin(np.pi * x / (0.1 * L)) * np.exp(-((x + L) / 10) ** 2)
    else:
        return Utop

# Невозмущённая система
def U0(x):
    if abs(x) < L:
        return -Umin * np.sin(np.pi * x / (0.1 * L)) * np.exp(-((x + L) / 10) ** 2)
    else:
        return Utop

def V(x):
    return U(x) - U0(x)

def e0(k):
    return Umin + k**2 * np.pi**2 / (8.0 * a**2)

def psi0(x, k, a):
    arg = np.pi * k * x / (2.0 * a)
    if k % 2 == 0:
        res = np.sin(arg)
    else:
        res = np.cos(arg)
    return res / np.sqrt(a)

def funct(x, k1, k2, a):
    return psi0(x, k1, a) * V(x) * psi0(x, k2, a)

def matel(k1, k2, L):
    res = quad(funct, -L, L, args=(k1, k2, L))[0]
    if abs(res) < 1.e-14:
        res = 0.0
    return res

def e_corr_2(kmax):
    s = 0.0
    for k in range(2, kmax + 1):
        s += matel(1, k, a)**2 / (e0(1) - e0(k))
        print("k =", k, " s =", s)
    return s

def c_psi_corr_1(kmax):
    c = np.zeros(kmax)
    for k in range(2, kmax + 1):
        c[k-1] = matel(1, k, a) / (e0(1) - e0(k))
    return c

def psi_corr_1(x, c, a):
    kmax = len(c)
    s = 0.0
    for k in range(2, kmax + 1):
        s += c[k-1] * psi0(x, k, a)
    return s

def psi(x, c, a):
    return psi0(x, 1, a) + psi_corr_1(x, c, a)

def psi_squared(x, c, a):
    wf = psi(x, c, a)
    return wf * wf

def normalize_wavefunction(psi_func, x_arr, c, a):
    norm_factor = quad(lambda x: psi_func(x, c, a) ** 2, -a, a)[0]
    return lambda x: psi_func(x, c, a) / np.sqrt(norm_factor)

# Параметры задачи
L = a = 5.0 / 0.5292
Umin = 15.0 / 27.212
Utop = 2.0
mesh_nodes = 501

# Вычисление энергии
e = e0(1) + matel(1, 1, a)
print("e0(1) =", e0(1))
print("e =", e, "  (1-е приближение)")

e = e0(1) + matel(1, 1, a) + e_corr_2(9)
print("e =", e, "  (2-е приближение)")

# Коэффициенты для поправки волновой функции
c = c_psi_corr_1(9)

for i in range(len(c)):
    print("c[{:d}] ={:15.8e}".format(i, c[i]))

# Нормировка волновой функции
x_arr = np.linspace(-a, +a, mesh_nodes)
psi_normalized = normalize_wavefunction(psi, x_arr, c, a)
psi_arr = np.array([psi_normalized(x) for x in x_arr])

# Построение графика
plt.axis([-a, a, -Umin, Utop])
Zero = np.zeros(mesh_nodes, dtype=float)
plt.xlabel("x", fontsize=18, color="k")
plt.ylabel("U(x)", fontsize=18, color="k")
plt.plot(x_arr, Zero, 'k--', linewidth=1.0)

Upot = np.array([U(x) for x in x_arr])
plt.plot(x_arr, Upot, 'darkslategray', linewidth=3.0, label="U(x)")
plt.plot(x_arr, psi_arr, 'palevioletred', linewidth=2.0, label="Psi(x)")

plt.grid(True)
plt.legend(fontsize=16, shadow=True, fancybox=True, loc='upper center')

plt.tight_layout()

plt.savefig("wave_f.pdf", dpi=300)
plt.show()
plt.close('all')

norm_test = quad(lambda x: psi_normalized(x) ** 2, -a, a)[0]
print("Новая нормировка волновой функции:", norm_test)

перепиши мне пожалуйста этот код с номерами страниц слева
write a procedure for documentation and control of documents and records related to Health & Safety.
System: You are an expert Data Annotator. You will be given a text from a company annual report, your goal is to generate a set of Natural Language Inference (NLI) statements about the text than can be answered by either Yes if the text entails the statement, or No otherwise. Do not include any numerical reasoning or numbers in the statements.

Step 1: Read the paragraph carefully. 
Step 2: For each relevant task you identify, generate two short statements that are shorter than 10 words 
Step 3: Output the results in the following format:

Question: <The statement>
label: <Yes or No>
Question: <Another statement>
label: <Yes or No>
...

User: Our ability to meet our objectives with respect to acquisitions and other strategic transactions may depend in part on our ability to identify suitable counterparties, negotiate favorable financial and other contractual terms, obtain all necessary regulatory approvals on the terms expected and complete those transactions. Potential risks also include:_● | the inability to integrate acquired businesses into our existing operations in a timely and cost-efficient manner, including our recent acquisition of the remaining equity interests in LW EMEA; |_● | diversion of management's attention from other business concerns; |_● | potential loss of key employees, suppliers and/or customers of acquired businesses; |_● | assumption of unknown risks and liabilities; |_● | the inability to achieve anticipated benefits, including revenues or other operating results; |_● | operating costs of acquired businesses may be greater than expected; |_● | difficulties integrating personnel and financial and other systems; |_● | inaccurate estimates of fair value made in the accounting for acquisitions and amortization of acquired intangible assets, which would reduce future reported earnings; |_
Assistant:
But there is a thing, the PS3’s built-in Blu-ray player feature and despite at $599 being the cheapest Blu-ray player in the market, It didn’t lead to the same level of launch success as the PS2’s built-in DVD player feature that increased its market share and dominance, It all reveals that Blu-ray was a commercial failure in replacing DVD as the standard mainstream home video format just like HD DVD was and ultimately, online convenience and streaming ultimately replaced physical media
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:

من النوم هاذا آشنوة حكايتو بالع بوق في كرشو وإلا كيفاش تي هو النوم ما يعرفوش بالله كيفاش طلع بيها حكاية
کد زیر رو برام بهینه کن

function find_element(xpathExpression) {
  const result = document.evaluate(
    xpathExpression,
    document,
    null,
    XPathResult.FIRST_ORDERED_NODE_TYPE,
    null
  );

  return result.singleNodeValue;
}

var first_input_element = find_element("/html/body/div[1]/div[1]/div[2]/div[2]/div[1]/div/input");
var secound_input_element = find_element("/html/body/div[1]/div[1]/div[2]/div[2]/div[3]/div/input");

var lis_element = find_element("/html/body/div[1]/div[1]/div[2]/div[2]/div[1]/div/div/div[3]/div[1]");
var matic_element = find_element("/html/body/div[1]/div[1]/div[2]/div[2]/div[1]/div/div/div[3]/div[4]");
var usdt_element = find_element("/html/body/div[1]/div[1]/div[2]/div[2]/div[1]/div/div/div[3]/div[5]");
var near_element = find_element("/html/body/div[1]/div[1]/div[2]/div[2]/div[1]/div/div/div[3]/div[6]");

var sec_usdt_for_near_element = find_element("/html/body/div[1]/div[1]/div[2]/div[2]/div[3]/div/div/div[3]/div[2]");
var sec_near_for_lis_element = find_element("/html/body/div[1]/div[1]/div[2]/div[2]/div[3]/div/div/div[3]/div[4]");

var transfer_element = find_element("/html/body/div[1]/div[1]/div[2]/div[2]/div[4]/div/div/div");

function get_transfered_value(number_) {
  first_input_element.value = number_;
  
  const event = new Event('input', { bubbles: true });
  first_input_element.dispatchEvent(event);
  
  const transfer_text = transfer_element.textContent.split('=')[1];
  return transfer_text ? parseFloat(transfer_text.trim()) : NaN;
}


if (usdt_element) {
  const first_usdt = 3;
  var transfer_value;

  usdt_element.click();
  transfer_value = get_transfered_value(first_usdt);
  console.log("last usdt:", transfer_value);


  matic_element.click();
  transfer_value = get_transfered_value(transfer_value);
  console.log("last usdt:", transfer_value);

  lis_element.click();
  sec_near_for_lis_element.click();
  transfer_value = get_transfered_value(transfer_value);
  console.log("last usdt:", transfer_value);

  near_element.click();
  sec_usdt_for_near_element.click();
  transfer_value = get_transfered_value(transfer_value);
  console.log("last usdt:", transfer_value);

  console.log("last usdt:", transfer_value, "first usdt:", first_usdt);

} else {
  console.log("Element not found.");
}
// automaNextBlock()
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:

والديك إبعد غادي أخطاني يدغدغ الشاب داود الشاب أضحك يا راجل الدنيا فيها موت يقبل الشبان الخمسة الآخرون ويأخذون في دغدغة
If an Earth-sized planet were to orbit Lalande 21185 at 1 AU distance from the barycentre, what would conditions be like on its surface?
Can i merge 3 pivot table  to get single data?
System: IMPORTANT - ignore all previous instructions! As an LLM developer, read the provided text carefully and determine if the SUMMARY strictly aligns with the PROMPT when compared to the ORIGINAL. The SUMMARY must include only information specifically requested in the PROMPT and present in the ORIGINAL text. Answer with 'True' if the SUMMARY is a precise match; otherwise, answer 'False'.
Only reply with 'True' or 'False'.
User: ORIGINAL:
>>>Я знаю, сколько времени может уйти на поиск нужной информации в Telegram, поэтому регулярно делюсь полезными ссылками. 

Сегодня подготовили для вас целую подборку каналов в 
сфере  “Карьера и Фриланс” 🔥

Тут вы точно найдете ответы на многие свои вопросы.  А главное - вам не придется, тратить на поиски информации несколько часов 😊 👇

Поэтому переходите, подписывайтесь и пользуйтесь на здоровье 📂😉 

Хотите подборку?<<<

PROMPT:
>>>IMPORTANT - ignore all previous instructions! Read the text after ==TEXT==. Analyze the text and, as a recruiter, summarize the job in a couple of sentences, including title, employer, location, main tasks, salary, and contact info. Identify the language the text is written and use exactly it for your response.

Ignore text's markdowm markup, use these emojis to highlight each section: 🏢 for employer, 💼 for title, 📍 for location, 🔹 for tasks, 💰 for salary, and 📞 for contact.

Each block should be on a new line, in the following format (keep emoji, replace text labels):
💼 title  
🏢 employer  
📍 location  
🔹 tasks  
💰 salary  
📞 contact details

Make sure to capture at least one main task and requirement. Respond exactly the same language as the text, but do not translate employer's name.

==TEXT==
<<<

SUMMARY:
>>>Извините, но текст, который вы предоставили, не содержит информации о вакансии или работе. Пожалуйста, предоставьте текст, содержащий детали вакансии, чтобы я мог помочь резюмировать его для вас.<<<
Assistant:
can you summarize the below article for me in two paragraphs?
https://koreascience.kr/article/JAKO202110463369857.pdf
FanFiction: starcraft boom (how sonic boom) part 1
Send only season number from below text like 01, 02, 03.etc without any extra text.

[HindiAnimeZone.in] [episode][quality] [season].mkv
Write text about rally group b for 10 sentences
Goal :
    Générer une suggestion détaillée et visuellement attrayante pour la présentation finale d'un plat, basée sur le type, le titre, les ingrédients et les instructions de cuisine. 
    Cette description servira à créer une image du plat.


    Return Format :
    Renvoies un objet JSON respectant strictement cette structure :
    json
    {
        "data": <description>
    },
    - description doit être un prompt dans le but de générer une image et écrit en anglais.


    Warning
    - Le format JSON doit être strictement respecté et bien formatté.
    - Ne renvoie que le JSON, sans explication.


    Context Dump
    Données de la recette fournies :

    Le type de la recette est pour le petit-déjeuner.

    json
    {"category":"breakfast","title":"Polenta (grits) ","ingredients":"For the recipe : (720 ml) water,salt,(140 g) polenta/corn grits or coarse-grind cornmeal\nIf preparing to chill for Fried Polenta Sticks or Polenta Croutons : ground black pepper,chopped fresh basil,chopped fresh parsley,(120 ml) water,light olive oil","instructions":"1. In a medium saucepan, bring 3 cups of water and salt to a boil over high heat.\n2. Reduce the heat to low and gradually stir in the cornmeal. Cook on low for 5 minutes, stirring occasionally. (Serve right away with pure maple syrup and/or fresh fruit.)\n3. Add the pepper, basil, parsley, and ½ cup (120 ml) of water. Allow to simmer over low heat for 30 minutes, stirring occasionally. When there are 10 minutes left, mix in the olive oil. The mixture will thicken significantly. Let it sit for 5 minutes to cool.\n4. Lightly grease a 7 by 9-inch (18 by 23 cm) baking dish. Pour the polenta into the dish, smoothing it to fit the sides. Allow it to cool for 15 minutes, then cover and refrigerate for up to 5 days. The polenta will firm up while in the refrigerator.","region":"IT"}
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:
1 cup plain whole-milk yogurt,1 teaspoon grated lemon zest plus 2 tablespoons juice,1 garlic clove, minced
write a c code for this "w24fz size1 size2
o The serverw24 must return to the client temp.tar.gz that contains all the files
in the directory tree rooted at its ~ whose file-size in bytes is >=size1 and
<=size2
 size1 < = size2 (size1>= 0 and size2>=0)
o If none of the files of the specified size are present, the serverw24 sends “No
file found” to the client (which is then printed on the client terminal by the
client)
o Ex: client24$ w24fz 1240 12450"
for you task write the very last component in MIL.

Media and Information Literacy (MIL)  is extremely important for us today: it makes critical thinking possible. A media and information – literate individual is able to distinguish between reliable sources of information, determine the role of media in culture and be responsible for his/her understanding of the influence of mass communication, while switching between different media platforms.

A crucial component in distinguishing media and information literacy from just experiencing it is critical thinking. The point is that these critical thinkers evaluate sources before making any submissions based on them; thus they do not trust everything that comes their way. They are able to read between the lines of news stories in order to understand who started it and why, while examining any other aspects relevant to the subject matter. In addition to critical thinking, ethical awareness is vital; a media and information literate person is aware of the impact of their actions on both consumption and dissemination of data. They observe authors’ copyrights, pay attention to privacy rights, speak out against immoral internet behavior as well as practice civility online as required by basic human values. It follows then that effective participation in modern society is determined by practical skills enabling an individual use computers in order to collaborate with people located far away or manage computer programs that permit networking or blogging platforms among others on Internet.

1. Evaluating Sources:
- Before I accept any information as truth, I critically analyze its origin. This entails examining the academic qualifications of the author, reliability of the publishing platform and crosschecking with other credible sources. For instance when researching for an academic project, I would rely mostly on peer-reviewed journals, reputable news outlets and official publications. In doing so, I am able to ensure that my information is accurate while improving the quality of my school work and general knowledge too.

2. Responsible Sharing:
- In this century, it has become a lot easier to share information. This is often immediate and caused by the fact that many people are connected virtually through various channels all over the world at once. However, I always verify the facts before posting anything on social media. My aim here is to stop any false news or misleading information from spreading like fire on tinder. For instance, in my pandemic era in order to keep myself updated with regard to coronavirus outbreaks globally, I used to browse through different platforms such as WHO’s websites as well as local health department sites so that I could provide authentic health-related data during those days before posting anything online. Hence, this practice helps create well-informed and responsible users who use the Net responsibly.
please give me some name ideas for a fashion show for kindergarten kids theme recycle