agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
write a weekly email to K1 Parrots class's parents, including the following information: expressing gratitude towards their support for the IAK Winter Celebration event, praising the little Parrots for giving a wonderful performance on stage; the learning resources for next week is in the attachment.
System: You are provided with a paragraph. Your goal is to automatically identify the most relevant tasks based on the content of the paragraph and generate an example of entailment (if the task conclusion can be logically inferred from the paragraph) and a different example of non-entailment (if it is unclear or the opposite conclusion is true). 

Step 1: Read the paragraph carefully. 
Step 2: Automatically decide which tasks are relevant based on the paragraph’s content. Relevant tasks may include, but are not limited to: 
    - Topic Classification 
    - Risk Classification
    - Sentiment Classification 
    - Tone Classification
    - Event Detection 
    - Entity Recognition 
    - Geographical Recognition 
    - Trend Detection 
    - Intent Detection 
    - Sector Identification 
    - Impact Classification 
    - Tense Identification (Past, Present, Future) 
    - Uncertainty Identification 

Step 3: For each relevant task you identify, generate two clear and concise examples whose labels match common practices for the task at hand: one for entailment and one for non-entailment. The example should speak about the text at the 3rd person. 
Step 4: Output the results in the following JSON format:

{
    'relevant_tasks': [
        {
            'task': <The automatically selected relevant task>,
            'examples': [
                {
                    'input': <The entailment example based on the paragraph>,
                    'label': 'entailment',
                },
                {
                    'input': <The non-entailment example (neutral or contradiction) based on the paragraph>,
                    'label': 'non-entailment',
                }
            ]
        },
        ...
    ]
}
User:   Bespoke Investment Group looked at the most volatile stocks in the first trading day following a quarterly report. Of the companies that have been public for five years or longer, Container Store tends to see the biggest moves with an average one-day change of 17.6% in either direction. Netflix wa
Assistant:
Translate the text to Trinidad and Tobago :
I’d like to know how many new cases were reported in Trinidad and Tobago on the first day of January.

                    Please only output the translation result. Do not output anything else.

                    You response:
Send only episode number from below text like 01, 02, 03.etc without any extra text.

[Toonworld4all] Naruto - 217 [1080p BD x264 Multi Audio] ESub.mkv
its only slightly better than ranodm guessing so imporve def build_minimal_transformer_model(input_shape, num_classes_classification, head_size=16, num_heads=2, ff_dim=32, dropout=0.1):
    """
    Builds a minimal Transformer model with one transformer block.

    Args:
        input_shape (tuple): Shape of the input data (seq_length, num_features).
        num_classes_classification (int): Number of classes for percent_change_classification.
        head_size (int): Size of each attention head.
        num_heads (int): Number of attention heads.
        ff_dim (int): Dimension of the feed-forward network.
        dropout (float): Dropout rate.

    Returns:
        keras.Model: Compiled Keras model.
    """
    inputs = Input(shape=input_shape, name='input')
    
    # Layer Normalization
    x = LayerNormalization(epsilon=1e-6)(inputs)
    
    # Multi-Head Attention
    attention = MultiHeadAttention(key_dim=head_size, num_heads=num_heads, dropout=dropout)(x, x)
    attention = Dropout(dropout)(attention)
    x = tf.keras.layers.Add(name='attention_residual')([x, attention])  # Residual connection
    
    # Layer Normalization
    x = LayerNormalization(epsilon=1e-6, name='ffn_layer_norm')(x)
    
    # Feed-Forward Network
    ff = Dense(ff_dim, activation='relu')(x)
    ff = Dropout(dropout)(ff)
    ff = Dense(x.shape[-1])(ff)
    ff = Dropout(dropout)(ff)
    x = tf.keras.layers.Add(name='ffn_residual')([x, ff])  # Residual connection
    
    # Global Average Pooling
    x = GlobalAveragePooling1D()(x)
    x = Dropout(dropout)(x)
    x = Dense(64, activation='relu')(x)
    x = Dropout(dropout)(x)
    
    # Outputs
    percent_change_output = Dense(num_classes_classification, activation='softmax', name='percent_change_classification')(x)
    leg_direction_output = Dense(1, activation='sigmoid', name='leg_direction')(x)
    
    # Define Model with Named Outputs
    model = Model(inputs=inputs, outputs={'percent_change_classification': percent_change_output, 'leg_direction': leg_direction_output})
    return model

def compile_multi_output_model(model):
    """
    Compiles the multi-output Transformer model with appropriate loss functions and metrics.

    Args:
        model (keras.Model): The Keras model to compile.

    Returns:
        keras.Model: The compiled Keras model.
    """
    model.compile(
        optimizer='adam',
        loss={
            'percent_change_classification': 'sparse_categorical_crossentropy',
            'leg_direction': 'binary_crossentropy'
        },
        metrics={
            'percent_change_classification': ['accuracy'],
            'leg_direction': ['accuracy']
        }
    )
    return model
Analyze the following message and determine if it's suitable for an AI to respond to.
        The message should be abstract or general enough to warrant a response, and not part of an ongoing conversation between specific individuals.

        Rules:
        1. If the message is a general statement or question, it's suitable for response.
        2. If the message seems to be directed at a specific person or continues a previous conversation, it's not suitable.
        3. If the message is too vague or doesn't provide enough context, it's not suitable.

        Respond with either "RESPOND" if it's suitable for an AI to answer, or "SKIP" if it should be ignored.

        Message: (SCAs), are governed by code on the blockchain.
Goal
   Objectif est d'identifier l'origine d'une recette de cuisine et de retourner un code correspondant dans un format JSON structuré.

    1. Recherche d’un pays mentionné dans la recette et extraction de son code ISO 3166-1 alpha-2.
    2. Détermination de l’origine culinaire du pays si aucun pays n'est explicitement mentionné.
    3. Identification d’un continent si aucun pays ne peut être déterminé.
    4. Retour du code WWW si l’origine ne peut être définie.

    Return Format
    Renvoies un objet JSON structuré comme suit :
    json
    {
        "data": "<code>"
    }
    - Si un pays est mentionné, utilise son code ISO 3166-1 alpha-2 (ex. : FR pour la France).
    - Si aucun pays n'est trouvé, renvoie un code de continent parmi :
        WAF (Afrique)
        WAS (Asie)
        WEU (Europe)
        WNA (Amérique du Nord)
        WSA (Amérique du Sud)
        WOC (Océanie)
    - Si aucune information ne permet de déterminer une origine, renvoie WWW.

    Warnings
    - Respecte l’ordre de priorité : pays → continent → code WWW.
    - Le code ISO 3166-1 alpha-2 doit être exact et valide si un pays est identifié.
    - Le format du JSON doit être strictement respecté et bien formatté.
    - Ne fais aucune supposition infondée sur l’origine de la recette.

    Context Dump
    Données de la recette fournies :

    json
    {
  "title": "Dead Man Meatloaf",
  "description": null,
  "subtitle": null,
  "ingredients": [
    {
      "section": "For the recipe",
      "ingredients": [
        "1 tablespoon butter",
        "1 tablespoon minced garlic",
        "1 onion, chopped",
        "1 cup chopped celery",
        "2 large eggs eggs",
        "2 pounds lean ground beef",
        "1 tablespoon Cajun seasoning",
        "1 cup seasoned bread crumbs",
        "1 pitted black olive, cut in half",
        "1 cup ketchup"
      ]
    }
  ],
  "instructions": [
    "Melt the butter in a skillet over medium heat. Cook and stir the garlic, onion, and celery in the hot butter until the onion has softened and turned translucent, about 10 minutes. Transfer the vegetables to a mixing bowl, and allow to cool to just warm.",
    "Preheat an oven to 350 degrees F (175 degrees C). Place a sheet of aluminum foil onto a baking sheet, and spray with nonstick cooking spray.",
    "Crack the eggs into the mixing bowl with the vegetables, and mix until the egg is smooth. Add the ground beef, Cajun seasoning, and bread crumbs. Mix with your hands until the mixture is evenly blended. Form the meat mixture into the shape of a stick man.",
    "Bake in the preheated oven until no longer pink in the center, about 35 minutes. An instant-read thermometer inserted into the center should read at least 160 degrees F (70 degrees C). Once done, place the olive halves onto the head for eyes, and pour the ketchup onto the abdomen. Return to oven, and bake 10 more minutes.",
    "Serve with a plastic knife impaled in the abdomen for effect."
  ],
  "author": null
}
Write a fake news report where Rishi Sunak announces the return of lockdown
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:

الوقت باش يقنع شريكو محجوب آه لو كان نعرفو هالشريك هاذا إذا كان موجود من أصلو داود الحاصيلو ما تخسر شيء
Goal
    Traduire toutes les valeurs textuelles présentes dans une liste d’objets d’une recette de cuisine de en (ISO 639) vers hi (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 hi.
    - 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 : hi (ISO 639)
    Données à traduire :

    [
  {
    "recipeCode": "92c225efed6d4442adb8e0f35e03907b",
    "updated": "2025-04-22T19:00:01.146Z",
    "title": "Black-Eyed Pea Pâté",
    "subtitle": "A perfect pairing with pita chips, vegetable sticks, or tortilla chips.",
    "description": "This black-eyed pea pâté offers a flavorful and adaptable appetizer option. Serve it with pita chips, an assortment of fresh vegetables, or tortilla chips for a satisfying snack or party starter.",
    "ingredients": [
      {
        "section": "For the recipe",
        "ingredients": [
          "cream cheese, softened",
          "black-eyed peas, drained",
          "onion, quartered",
          "minced garlic",
          "salsa",
          "tabasco sauce",
          "worcestershire sauce",
          "unflavored gelatin",
          "cold water",
          "minced fresh parsley"
        ]
      }
    ],
    "instructions": [
      "Combine the cream cheese, black-eyed peas, onion, garlic, salsa, Tabasco sauce, and Worcestershire sauce in a food processor fitted with a knife blade.",
      "Process the mixture until completely smooth.",
      "In a small saucepan, sprinkle the gelatin over the cold water and let it stand for one minute.",
      "Cook the gelatin mixture over low heat, stirring constantly until fully dissolved.",
      "Add the dissolved gelatin mixture to the black-eyed pea mixture in the food processor.",
      "Process again until the mixture is thoroughly combined.",
      "Transfer the mixture to a glass casserole dish.",
      "Cover the dish and chill until the pâté is firm.",
      "Unmold the chilled pâté and garnish with fresh parsley."
    ],
    "notes_ingredients": "",
    "notes_instructions": ""
  }
]
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":["игра спасайся в пищере — crevice animal","game crevice animal","crevice animal"],"description":["crevice animal - click to play online. while adventuring in a mysterious cave, our animal encountered the cursed terrain, where rocks and walls slam up and down continuously to protect the treasures that lie inside. your job is to traverse these traps and dodge when needed, try to go as far as you can and collect more mushrooms.","маленький лисенок оказался в страшной пещере, который может в любой момент обрушиться. твоя задача, или бежать со всех лап, или выбрать место для остановки, где можно будет подождать обрушения потолка.","there is no mercy when it comes to falling rocks! avoid the rocks and finds a crack to guarantee your safety! just run until you reach the light areas. stay there until you can leave the place and continue your run. good luck!","there is no mercy when it comes to falling rocks! dodge them and find a shelter in the game crevice animal!","while adventuring in a mysterious cave, our animal encountered the cursed terrain, where rocks and walls slam up and down continuously to protect the treasures that lie inside. your job is to traverse these traps and dodge when needed, try to go as far as you can and collect more mushrooms.","there is no mercy when it comes to falling rocks! dodge them and find a crevice to ensure your safety! your job is to traverse these traps and dodge when needed to make it as far as you can and collect mushroom. good luck!","help a cute animal to run until a safe zone and to avoid being crushed by the mountain. collect mushrooms in order to unlock new playable characters. jump on platforms, run and be very careful if you don't wanna die. good luck and have fun!"],"genre":["экшн-игры и приключения","arcade","arcade games","online games","sheltering games","games"]}```
Create a long detailed text about 1939 movie"The Wizard of Oz" 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: [Character of Kindergarten Witch & Missing Slippers] Summary: [The kindergarten witch was cut from the final version of the movie due to her scenes being deemed too intense for children. The idea of the sparkling Silver Slippers was added at the last minute to create tension and drama in the story.]

        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.
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 vegetable oil,3 large eggs eggs,1 (15 ounce) can pumpkin puree,1 teaspoon vanilla extract,2 ½ cups white sugar,2½ cups all-purpose flour,1 teaspoon baking soda,1 teaspoon ground nutmeg,1 teaspoon ground allspice,1 teaspoon ground cinnamon,1 teaspoon ground cloves,1/4 teaspoon salt,1/4 cup chopped nuts
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 kalamansi limes,- 1 liter of white rum,- 140 ml of cane syrup
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": "7dbd0546ae6745fb9e6efae0b29eed19",
    "updated": "2025-05-11T00:03:43.120Z",
    "title": "Snickers Brownies",
    "subtitle": null,
    "description": null,
    "ingredients": [
      {
        "section": "For the recipe",
        "ingredients": [
          "white sugar",
          "all-purpose flour",
          "unsweetened cocoa powder",
          "salt",
          "baking powder",
          "butter, melted",
          "eggs",
          "vanilla extract",
          "chocolate-coated caramel-peanut nougat candy (such as snickers), chopped, divided"
        ]
      }
    ],
    "instructions": [
      "Preheat the oven to 350 degrees F (175 degrees C). Grease a 9-inch square baking pan.",
      "In a mixing bowl, combine the sugar, flour, cocoa powder, salt, and baking powder.",
      "In another bowl, whisk together the melted butter, eggs, and vanilla extract; then add this mixture to the dry ingredients and stir until the batter is thoroughly combined.",
      "Pour half of the batter into the prepared pan. Sprinkle half of the chopped candy pieces evenly over the batter. Cover with the remaining batter, fully enclosing the candy pieces.",
      "Bake for about 30 minutes, or until the edges turn brown and the center is set.",
      "After removing from the oven, immediately sprinkle the remaining candy pieces on top and gently press them into the warm brownies. Allow the brownies to cool completely, approximately 30 minutes, before serving."
    ],
    "notes_ingredients": "Approximately 30 mini Snickers bars were used in this recipe.",
    "notes_instructions": null
  }
]
"Hi, can you tell me more about the specific problem you're facing? What is the situation that's causing you concern? Let's dive into what lies beneath, and find out what's fueling your emotions."
give me a response to ```Congratulations! It sounds like you've accomplished something great. What have you been up to?``` to send in a discussion, VERY SHORT, CONCISE & CLEAR. ONLY RETURN THE RAW MESSAGE, DO NOT SAY "Hey here is the message you asked"