agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
Goal
    Traduire toutes les valeurs textuelles présentes dans une liste d’objets d’une recette de cuisine de en (ISO 639) vers fr (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 fr.
    - 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 : fr (ISO 639)
    Données à traduire :

    [
  {
    "recipeCode": "77db0e48e35a48e0a290b4bc805fe817",
    "updated": "2025-04-22T23:20:12.942Z",
    "title": "Fluffy Vegan Omelette",
    "subtitle": "Enjoy a delicious, plant-based omelette in minutes!",
    "description": "A quick and easy vegan omelette that tastes remarkably like the traditional version.  Serve with your favorite savory fillings.",
    "ingredients": [
      {
        "section": "For the recipe",
        "ingredients": [
          "x 280 g (283.495 g) block tofu, patted dry",
          "chickpea (gram) flour, or more as needed",
          "baking powder",
          "ground turmeric",
          "kala namak (optional)",
          "onion powder",
          "sea salt",
          "ground pepper",
          "non-dairy milk",
          "vegetable oil, for frying"
        ]
      },
      {
        "section": "filling suggestion",
        "ingredients": [
          "mixed tomatoes and salad leaves with grated vegan cheese"
        ]
      }
    ],
    "instructions": [
      "Combine all ingredients, except the oil, in a blender and process until smooth.",
      "The batter should be thick yet pourable. Add a bit more chickpea flour if the mixture is too thin.",
      "Heat a touch of vegetable oil in a non-stick frying pan over medium heat.",
      "Once hot, pour enough batter into the pan to thinly coat the bottom.",
      "Spread the batter evenly with the back of a ladle.",
      "Cook for 3 minutes, then carefully flip the omelette with a spatula.",
      "Cook for another 3 minutes. Add your desired filling to the center of the omelette.",
      "Gently fold the omelette over the filling, remove from the pan, and serve immediately."
    ],
    "notes_ingredients": "Kala Namak, also known as Himalayan Black Salt, adds a subtle eggy flavor.",
    "notes_instructions": null
  }
]
How can I improve this machine learning algorithm?

```python
from torch import nn
import gymnasium as gym
import numpy as np
import torch
import torch.nn.functional as F
import torch.optim as optim


class NeuralNetwork(nn.Module):
    def __init__(self):
        super(NeuralNetwork, self).__init__()
        self.linear_stack = nn.Sequential(
            nn.Linear(4, 11),
            nn.LeakyReLU(),
            nn.Linear(11, 2),
        )

    def forward(self, x):
        x = self.linear_stack(x)
        return x


def train(model):
    optimizer = optim.AdamW(model.parameters(), lr=0.01)
    env = gym.make("CartPole-v1")

    for episode in range(300):  # Number of episodes to train on
        observation, info = env.reset()
        obs_tensor = torch.tensor(observation, dtype=torch.float32)

        log_probs = []
        rewards = []

        for step in range(500):  # Max steps per episode
            # Forward pass
            action_logits = model(obs_tensor)
            action_probs = F.softmax(action_logits, dim=0)

            # Sample action from the policy
            m = torch.distributions.Categorical(action_probs)
            action = m.sample()
            log_prob = m.log_prob(action)

            # Step in the environment
            observation, reward, terminated, truncated, info = env.step(action.item())
            obs_tensor = torch.tensor(observation, dtype=torch.float32)
            reward /= np.linalg.norm(observation * np.array([0.5, 0, 1, 0]))

            # Save log probability and reward
            log_probs.append(log_prob)
            rewards.append(reward)

            if terminated or truncated:
                break

        # Compute cumulative discounted rewards
        R = 0
        gamma = 0.99  # Discount factor
        discounted_rewards = []
        for r in rewards[::-1]:
            R = r + gamma * R
            discounted_rewards.insert(0, R)
        discounted_rewards = torch.tensor(discounted_rewards)

        # Normalize rewards
        discounted_rewards = (discounted_rewards - discounted_rewards.mean()) / (
            discounted_rewards.std() + 1e-9
        )

        # Compute loss
        policy_losses = []
        for log_prob, R in zip(log_probs, discounted_rewards):
            policy_losses.append(-log_prob * R)
        loss = torch.stack(policy_losses).sum()

        # Perform backpropagation
        optimizer.zero_grad()
        loss.backward()
        optimizer.step()

        total_reward = sum(rewards)
        print(f"Episode {episode + 1}\tTotal Reward: {total_reward}")

    env.close()


def main():

    model = NeuralNetwork()
    train(model)

    env = gym.make("CartPole-v1", render_mode="human")

    observation, info = env.reset()

    for step in range(200):
        obs_tensor = torch.tensor(observation, dtype=torch.float32)
        with torch.no_grad():
            action_logits = model(obs_tensor)
            action = torch.argmax(action_logits)

        observation, reward, terminated, truncated, info = env.step(action.item())

        if terminated or truncated:
            observation, info = env.reset()

    env.close()


if __name__ == "__main__":
    main()
```
Maternal mortality rate of India in 2011
a man has 12 brothers how many brothers does his sister have
What will be the best way to monitor schedule adherence of planning department?
Send only episode number from below text like 01, 02, 03.etc without any extra text.

Doraemon S07E26 [RareToonsIndia].mkv
Provide only relevant keywords to facilitate an online search related to the user's message and remember that they should be few words and should not be repetitive: give a long example message for my bashers that don't judge me! Gusto ko silang sumbatan gamit ang mahabang salita na to at questionin silang lahat. Using taglish in an informal words
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:

حلق الوادي يلزم الواحد يقول الرسمي حاجة باهية باهي توا و مقرين و إلا إلي يحضرو فيهم خاصة الجسر بين رادس
do you know who captiansauce is.
[told from Sayori's point of view, there would be dialogue in this story:]

(I had always been hiding my baby girl - Sachiko - from the rest of the club members for some time now. However, I knew that I had to come clean eventually. And that is just what I did during today's club meeting. Of course, Natsuki - due to her having a VERY sensitive stomach, and haven eaten like 48 cupcakes - was very, very, very, very, VERY gassy today.)
Send only season number from below text like 01, 02, 03.etc without any extra text.

[Toonworld4all] Blue Lock S02E02 720p x265 10bit WEB-DL Multi Audio ESub.mkv
write code that makes an object in roblox for me
think like a financial trading expert and answer me few questions
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:
- 4 chicken cutlets,- 4 tablespoons soy sauce,- 2 tablespoons oyster sauce,- 20 g ginger,- 2 garlic cloves,- 2 tablespoons cassava flour,- 1 carrot,- 1 zucchini,- 100 g cauliflower,- 1/2 bunch Chinese mustard greens,- 1/2 bunch green onions,- 2 medium onions,- 50 g black fungus mushrooms,- 5 tablespoons oil,- 100 g bean sprouts
I need to store my jwt access token in cookie. How do do it via туые оы
Thease are WordPress theme/plugin strings for i18nTranslate to Persian, please respect the official WordPress Persian glossary in your translations and give back pure text as I like copy/paste em.Here is the text to translate: Font 1
—BEGING CONTEXT—
Upgrading the products well I think it is true that the high high tech company always updating their devices but if we're going to dive into the reason behind it I guess some factor maybe a comfort that firstly I think is most important by the money I mean if they just keep the products in the same old product well there will be few people to buy this and if they are keep update the product and more people will find them and they make a good profit and the second I think it has something to do with the society as a whole I mean a lot of people now they actually shopping haulage especially the famous people and maybe maybe some people just follow their lead and to comply with this standard that the heart behavior effect
—END CONTEXT—

—BEGIN QUESTION—
Why do technology companies keep upgrading their products?
—END QUESTION—

Use simple spoken colloquial words and come up with a better, stylished, and logical context for clarity, accuracy, and the English grammar for the context above. Also, make sure the revised context is relevant to the question above. Please use paraphrases, two idioms as well as lots of collocations, grammatical structures such as complex, compound, and compound-complex sentences and various tenses in your revised version.
IF [Yhat] < 0 THEN '#17becf'
ELSEIF [Yhat] >= 0 AND [Yhat] < 50 THEN '#6dccda'
ELSE '#a2a2a2'
END
can u please help me understand this statement with an example and dry run i'm not getting it
Resetting the Index: Using group.reset_index() to convert the indices back into columns, allowing the access of previous columns like 'Year'
change "std::cerr << "Warning: Traffic light ID '" << img.getObject(objNum).getID() << "' not found." << std::endl;" use RCLCPP_
give me a response to ```Absolutely! I'm so glad we agree on this. Let's continue to do our part and make a positive impact on the world. Together, we can make a difference.``` to send in a discussion, VERY SHORT, CONCISE & CLEAR. ONLY RETURN THE RAW MESSAGE, DO NOT SAY "Hey here is the message you asked"
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:
- 2 large heads of lettuce,- 4 tablespoons of oil,- 2 medium onions,- 4 garlic cloves,- 20 g of ginger,- 2 small tomatoes,- Salt
<:Smile:1192720586821095475>
System: I will provide you with a textual user review of an Android app, aiming to categorize the reviews into specific intention classes:
pbr: state a concrete problem related to a software product or service
inq: asks for either new functionality, an improvement, or requests information for support
irr: it does not belong to problem reports or inquires
User: 'prompt:I will provide you with a textual user review of an Android app, aiming to categorize the reviews into specific intention classes:
pbr: state a concrete problem related to a software product or service
inq: asks for either new functionality, an improvement, or requests information for support
irr: it does not belong to problem reports or inquires
Does the author's intention in this app review relate to a pbr or inq or irr?
review: I was on the phone with you guys for 4 hours back to back calls trying to return my Apple Watch for another color and none of your workers could process it I kept getting sent to different workers and no one did job I am upset and not satisfied with my phone provider'
intention: '
Assistant:
hi tell me the purpose of Hong Kong vibe night and pros and cons of the event
Ты — эксперт по играм. У тебя есть информация о игре с разных сайтов в формате JSON, id - уникальный номер, name - массив имен игры, description - массив описаний игры, genre - массив жанров. Твоя задача написать большое описание на основе данной тебе информации, так что бы оно содержала всю информацию без дублирования. ```{"_id":"1","name":["driving car city","need for speed driving in traffic","игра жажда скорости вождения в пробке онлайн"],"description":["любите скорость, но движение в городе тормозит вас, тогда вам нужно проехать в игре need for speed driving in traffic по нашему виртуальному городу. транспорта на наших дорогах тоже немало, но вас не будут ограничивать в скорости. всё зависит от вашей ловкости и умении управлять автомобилем так, чтобы он ни с кем не столкнулся, а только денежки собирал.","driving in traffic is the latest cars racing game where you the experience the real feel of chasing and drifting through the streets of a real 3d cities. all you have to do is avoid crashing and stay intact for as long as you can. on the way, make sure to stay ahead by using the nitro booster and complete all the challenges before you run out of time. wait for it to before you use it for the second time. there are different missions like travel distances, pass through check points, collect coins, overtake other vehicles etc. driving in traffic lets you dodge the busy streets with various themes like snow, tunnel, bridge and urban city. bored of the same old games? try our brand new multiplayer feature to race with opponents from all over the world. explore all these different locations in a unique day and night mode to get the thrill of this ride. barrel through packed streets, avoid crashes,avoid all opponents, pick up coins and perform dynamic, high-speed aerial stunts! drive your vehicle fast on the tricky highway and asphalt, drag and drift with no fear. upgrade the cars to increase speed, power and durability of your vehicles. with 20 flaming upgrades and the smoothest racing car controls ever, this simulation game is sure to keep you addicted for hours. do not forget to raise and jump on to the ramps to get the stunt effects of this cars simulation. drive your vehicle carefully so that you may be able to complete your challenge and task in order to be hero.","if you love to play car games on your android device then download for free this ultimate driving simulator game. choose your favorite car in the garage (sports cars, supercars, off road vehicles, muscle cars) and press the pedal to the metal in order to reach extreme speeds. choose the traction type that you like: front wheel drive (fwd), rear wheel drive (rwd) or all-wheel-drive (awd) and take the cars off-road for an excitement ride. an off-road car for driving on hills and to simulate 4x4 traction. nowadays, the mobile racing experience has gone so far that you have to play it to believe it. hd graphics, realistic car handling and stunning luxurious cars will make you believe that you drive a real car."],"genre":[]}```
(In the school literature clubroom...)

Monika: "Alright, everything's done for the meeting today! Now we just need Yuri."
if the request was successful and everything works fine, answer me with the phrase 'gpt connected', if you feel that something is wrong, then do not answer at all
write Java code to implement K-means clustering for 2 columns of data separated by comma, read data from file.
Data is like this:
1,2
3,5
2,4
7,3
9,6
Give me an example of the output too.
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:

و بلادهالمدونة تجمع الموسيقى إلي تربينا عليها و إلي هي بيدها تحكي برشة حكاياتو تجمع حكايات شخصيات عرفناهم أو سمعنا عليهم
Use the following training data for responses:
User says 'Bad', respond with 'about what?'.
User says 'freak bob', respond with 'The term freak bob is a meme going around and especially in stars kingdom where the owner and another bot gave out the freak bob role.'.
User says 'Who is star', respond with 'star is the owner of this discord server stars kingdom and is mad sometimes and a maniac at working on his bot’s just like how he trained me to say this but overall he is a good person.'.
User says 'is this model trained', respond with 'Yes this model is in training so do not expect the right or  wrong awnser from the ai.'.
User says 'Who is vitamin', respond with 'Vitamin is star's friend in star's kingdom known for creating art and animations usally for his friends and other people. Overall vitamin is a very good guy!'.
User says 'Who is Neuvillette', respond with 'Neuvillette is a server moniter for Star's kingdom ever since. He has worked hard and his love of compassion towards genshin impact. He loves japan and is a very nice person once you meet him.'.
User says 'what is your name', respond with 'I am Star’s Kingdom. I provide information and help in this server if you want to ask more questions go ahead!'.
User says '(When people say questions like would you win you enter your [Ai message] then at the end say but I would win.', respond with '[Ai message] but in conclusion I would win'.
 Now, the user says: 'hi'. Respond appropriately.
Pretend you're a veteran flutter developer, and you have been task do this project:

Project Directive: Flutter Web App Development

Objective:
Develop a Flutter web application with the following specifications, ensuring a maintainable and organized file structure.

Main Features:
Parameter Handling and Routing:
File: main.dart
Parameters: "t" and "e"
Use Base64 for encoding/decoding.
Route to a 404Page if both parameters are absent.
Decode parameters if both are present.
Asset Management:
If t is present, load a file from assets/data using t as a reference.
Logging and Data Validation:
If e is present, access and validate against "replays" table in pockethost.io with fields:
id (autogenerated)
firstName (String)
lastName (String)
email (String)
regType (String)
accessUntil (date)
status (String)
lockedUntil (datetime)
Use a reliable free API to ascertain the current date in the user's timezone.
Access Control:
Display NoAccessScreen if the current date is beyond accessUntil.
Show OtpVerificationScreen for valid access dates.
OTP Verification Procedure:
OTP Creation:
Generate a 16-character OTP with uppercase, lowercase, digits, and symbols "!@#$%^&*()-+".
Email Dispatch:
Use the mailer package from pub.dev to send the OTP via Gmail.
Alternatively, implement SMTP options with placeholders for configuration.
OtpVerificationScreen Features:
Input field labeled "Enter OTP".
"Verify OTP" button.
Display remaining attempts (maximum 3) and a 3-minute countdown timer.
On reaching 3 invalid attempts:
Show message: "Too many invalid OTP attempts have been made, for your protection, this account has been locked for 15 minutes."
Update "replays" table: Set status to locked, and lockedUntil to current datetime plus 15 minutes.
Successful Verification:
Route to ViewerScreen with a green background displaying "Viewer Screen Here."
Additional Instructions:
UI/UX Framework: Implement using best-suited Flutter UI components.
Testing and Refinement: Prepare for ongoing testing and iterative development.