agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
```
# Model and Tokenizer loading
    model_name = "meta-llama/Llama-3.2-1B-Instruct"
    cache_dir = "models/"

    # Load the tokenizer
    tokenizer = AutoTokenizer.from_pretrained(
        model_name,
        cache_dir=cache_dir,
        padding_side="right",
    )
    tokenizer.pad_token = tokenizer.eos_token

    # Load the model configuration
    config = AutoConfig.from_pretrained(
        model_name,
        cache_dir=cache_dir,
    )
    config.pad_token_id = tokenizer.pad_token_id
    config.num_labels = 3
```

the above is how to load llama...
give me a python code to load, and fine tune this on sentiment. It should give positive, negative and neutral only.

Here is the csv format
```
rating	title	text	sentiment
5	Such a lovely scent but not overpowering.	This spray is really nice. It smells really good, goes on really fine, and does the trick. I will say it feels like you need a lot of it though to get the texture I want. I have a lot of hair, medium thickness. I am comparing to other brands with yucky chemicals so I'm gonna stick with this. Try it!	positive
4	Works great but smells a little weird.	This product does what I need it to do, I just wish it was odorless or had a soft coconut smell. Having my head smell like an orange coffee is offputting. (granted, I did know the smell was described but I was hoping it would be light)	positive
```

Im running this on kaggle. It has two nvidia t4 gpus and cpu. When gpu out of memory, continue the rest on cpu using lora...
Return full code. Thanks!
please improve: Hello Team,
As we approach long weekend, let spare our 30mins before knockoff to tide up our areas before knockoff. Everyone must do their housekeeping, securing their tools, equipment, and materials.
System: You act as a paraphrase tool. Your role involves understanding the provided text and then providing a positive example that keeps the original meaning of the text unchanged while using synonyms, interchanging, adding or removing words or sentences, and then provide a negative example where the meaning of the original text is at its opposite.
Output your response with the following format : 
Positive : <the positive example>
Negative : <the negative example>

User: The ABL Credit Facility and the indenture governing the notes contain incurrence covenants that may restrict our ability to implement our business plan, finance future operations, respond to changing business and economic conditions, secure additional financing, and engage in opportunistic transactions, such as strategic acquisitions. In addition, if we fail to satisfy the covenants contained in the ABL Credit Facility, our ability to borrow under the ABL Credit Facility may be restricted. The ABL Credit Facility and the indenture governing the notes include, covenants restricting, among other things, our ability to do the following under certain circumstances: •grant or incur liens; •sell or otherwise dispose of assets, including capital stock of subsidiaries; •make investments in certain subsidiaries; •pay dividends, make distributions or redeem or repurchase capital stock; and •consolidate or merge with or into, or sell substantially all of our assets to another entity. The ABL Credit Facility limits our strategic flexibility, as discussed above, if we are not in compliance with certain financial covenants, including a minimum annual fixed charge coverage ratio and a maximum annual leverage ratio. If we default under the ABL Credit Facility, or the indenture governing the notes, because of a covenant breach or otherwise, all outstanding amounts thereunder could become immediately due and payable. We cannot assure you that we will be able to comply with our financial or other covenants under the ABL
Assistant:
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 eggplant, slices 1/2 inch thick,2 zucchinis - sliced 1/2 inch thick,1 large squash sliced ½ inch thick,3 Roma firm tomatoes sliced ½ inch thick,1 large red, green, and yellow bell pepper, thinly sliced,1 large white onion, sliced,½ tsp crushed garlic,Pepper and salt to taste,Olive oil,1 sprig fresh thyme,2 cups mix mozzarella and provolone cheese
Can you tell me the two things you can see the rhombus, Trapezoid, Pentagon, Hexagon, Hetpagon
In an edge system with a main core and an NPU sharing the same memory bandwidth while the main core performs other tasks, I want to design a system that determines how to perform quantization based on the memory bandwidth situation. Are there any related papers on this topic?
Hi team,
This is to inform you, that I will be on leave on 30th and 31st December 2024 as I am going out of town. 


rewrite this
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:

تي خايبة هي الروبة
Using a numbered list and inspired by creative brainstorming, write different "prompt generators" suitable to be executable on an AI generated image, these should have the visual details described in their context, with the indication to create a vectorized image on an empty background where an urban logo stands out that represents a Mexican rap music label, which has the name "LOBOS" written in some street style font, creatively adding the figure, silhouette or whatever it is that may refer to a wild stray wolf, adds the word "Records" in small, stylized letters.
what would be the biggest passpord probality that  name has Sniper321
System: 
User: Suppose you are a company from the United Kingdom and operating in the Telecommunication Services. You are disclosing in section 7 Management's Discussion and Analysis about exchange rate risk.
    The disclosure should be in length between 100 and 200 words.
    The tone should be formal and pessimistic.

    Here is an example:
    We may be impacted by natural disasters, wars, health epidemics or pandemics or other events outside of our control. For example, Mountain Pass is located in San Bernardino County, California near active faults, which could lead to nearby earthquakes. If major disasters such as earthquakes, wild fires, health epidemics or pandemics, floods or other events occur, or our information system or communications network breaks down or operates improperly, our ability to continue operations at Mountain Pass may be seriously damaged, or we may have to stop or delay production and shipment of our products. We may incur expenses or delays relating to such events outside of our control, which could have a material adverse impact on our business, operating results and financial condition.
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": "5a7ffab01f744285957ee17ca64b6766",
    "updated": "2025-04-25T21:22:28.690Z",
    "title": "Sea Salt Toffee Candies",
    "subtitle": null,
    "description": "These homemade toffee candies are incredibly addictive. Be warned, you might find yourself making another batch as soon as the first one disappears!",
    "ingredients": [
      {
        "section": "For the recipe",
        "ingredients": [
          "almonds and/or other nuts",
          "honey",
          "unsweetened almond butter or other nut butter",
          "coconut flakes",
          "flaky sea salt"
        ]
      }
    ],
    "instructions": [
      "Prepare silicone molds or line a baking sheet with parchment paper or a silicone baking mat.",
      "Finely chop or grind the nuts using a hand blender or mortar and pestle.",
      "Heat the honey in a frying pan over medium heat.",
      "Stir constantly until the honey begins to foam.",
      "Once foaming, continue stirring for 5 minutes, timing carefully.",
      "Reduce the heat and add the nut butter.",
      "Stir continuously until the mixture thickens.",
      "Remove the pan from the heat and quickly incorporate the chopped nuts and coconut flakes.",
      "Stir until a smooth paste forms.",
      "Portion the mixture into the prepared molds or drop by spoonfuls onto the lined baking sheet.",
      "If needed, use a wet knife or spatula to smooth the tops.",
      "Sprinkle with flaky sea salt.",
      "Refrigerate until firm.",
      "If using a baking sheet, cut the set toffee into individual pieces.",
      "Store the toffees wrapped in parchment paper in the refrigerator for up to two weeks."
    ],
    "notes_ingredients": null,
    "notes_instructions": null
  }
]
💬 𝗖𝗵𝗮𝘁𝗚𝗣𝗧
Interact as ChatGPT.
A new AI Technology.
You behavior is same like ChatGPT.
You provide best responce with some emojis.
une histoire romantique
can u write better: Additionally, the web driver for selenium must be install. In this instance, install the Chrome Driver – WebDriver for Chrome as our preferred WebDriver would be Chrome to integrate the Inspect Element feature: 
https://chromedriver.chromium.org/
Can I input columns in this?
im going to give you parts of my academic essay, your job is to say if its grammatically correct. if not, you fix the grammatical errors, and send the text back to me. IMPORTANT DETAIL THO! you shouldnt rewrite anything if its not considered to be a grammatical error. repeat my instructions with your own words and we will begin.
I created a fictional native American. He was the son of a chief in the French and Indian War his father joined the British even though he advocated for the French. After months of begrudgingly fighting he and his team capture the daughter of a French commander and while she is imprisoned at camp he falls in love with her. He is then captured by the French and he stops his fellow natives from escaping,form an alliance with a rival tribe,become a French commander for his heroics and continues to see the daughter despite her having a husband.
Generate the grand narrative for the opening of an original fantasy RPG set in the “backstep” of a dying world.
Explain to me the process of photosynthesis in plants and compare it to a process in humans which is most similar to it at the chemical level
handover email from dev to qa for starting ST
Write a story about a man in his apartment with his friend who both begin to start magically turning into ditzy bimbo wolf fursonas who are madly in love with eachother. Have the mental changes be first. Have plenty of dialogue. Describe each change. Have neither of them notice the changes or remembers being guys. Describe them physically changing into wolf fursonas
can you give me the lsit of post apolyptic novels/book series written in last five  years which involves time travel
Act as a spelling corrector, content editor, and text improver. ONLY return the rewritten text and nothing else.

Strictly follow these rules:
- Correct spelling, grammar, and punctuation errors in the given text
- Enhance clarity and conciseness without altering the original meaning
- Use the same language as the original text
- Divide lengthy sentences into shorter, more readable ones
- Eliminate unnecessary repetition while preserving important points
- Prioritize active voice over passive voice for a more engaging tone
- Opt for simpler, more accessible vocabulary when possible
- ALWAYS ensure the original meaning and intention of the given text
- ALWAYS maintain the original language of the text
- ALWAYS maintain the existing tone of voice and style, e.g. formal, casual, polite, etc.
- NEVER surround the improved text with quotes or any additional formatting
- If the text is already well-written and requires no improvement, do not change the given text

Text to improve:



Шёл второй час изучения кроличьей норы вики по Гарри Поттеру
как в инвертори ansible добавить пароль для соединения

cnc_api_test1 ansible_host="{{ server_name }}" ansible_connection=ssh
(In the school literature clubroom…)

Monika: “There! Everything’s all set up for today’s meeting.”

Yuri: “Wow, everything looks great, Monika! I love the new layout for the books.”

Natsuki: “Yeah, it’s a lot more organized now. Good job, Monika.”

Sayori: “I love the new reading nook you set up, Monika. It looks so cozy!”

Monika: “Thanks, everyone! I always want to make sure our clubroom is a welcoming and comfortable space for everyone.”

Sayori: “Well, you definitely succeeded. Now, who’s ready to discuss our latest book pick?”

Yuri: “I’ve been dying to talk about it all week!”

Natsuki: “Me too! Let’s get start-”

???: “U-U-Uh…h-hi!”
Please, complete last function. Return only completed function!

def map_services(services):
    for service in services:
        if service['name'] in SERVICES_MAP:
            service['id'] = SERVICES_MAP[service['name']]


def replace_service_prices(services):
    for service in services:
        for service_name, replacement_price in REPLACING_SERVICE_PRICES.items():
            if service_name in service['name']:
                service['price'] = replacement_price
    return services


def extract_chip_tuning_price(services):
    # extract 'price' of 'Чип тюнинг' service
    # remove this service from services

    return services, chip_tuning_service
Create a long detailed text about actor Steven Seagal 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: [Environmental Advocacy in Films & Decline in Popularity] Summary: [Seagal's movies often incorporated environmental themes, with films like 'On Deadly Ground' and 'Fire Down Below' showcasing his advocacy for environmental protection. His popularity waned in the 2000s, with most of his later films being released directly to video, though he remained involved as a producer and actor.]

        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.
generate nintendo ds copypasta, please
System: I will provide you with a textual user review of an Android app, aiming to categorize the reviews into specific intention classes:
bug report: report a problem, such as faulty behavior of the application. describe problems with the app which should be corrected, such as a crash, an erroneous behavior, or a performance issue.
feature request: ask for a missing feature, functionality or content, as well as reviews that ask for the improvement of an existing feature.
other: users express general appreciation with the application. It focuses on general judgment. They are simple text reflections of the numeric star rating. Ratings are less informative as they only include praise, dispraise, a distractive critique, or a dissuasion. Reviews where users describe workarounds, use cases and scenarios involving the app
examples:

review: 'Ive had Chrome for about a week now and was excited about it But everyday it crashes at least once a day Sorry but going back to Safari'
intention: bug report
review: 'i love it and so does my daughter just want more easier ways for fish bucks'
intention: feature request
review: 'Went to get my car refinanced and I went into shock The bank enlighten me that Credit Karma is 70 points higher All I can say is google Credit Karma and see the negative reports'
intention: other
User: 'Does the author's intention in this app review relate to a bug report or feature request or other?
review: 'Sometimes the auto predict wont even come up when youre textingtyping''
intention: '
Assistant:
I don't open my mind.
<previous_prompt:what is kunafa><response: Kunafa (or Knafeh) is a traditional Middle Eastern dessert made with thin noodle-like pastry, known as kataifi or semolina, layered with cheese, nuts, or cream, and soaked in a sweet syrup, often flavored with rose or orange blossom water. It's popular in various countries, including Lebanon, Turkey, and Egypt, and can be served warm or cold. The texture is often crunchy on the outside and soft on the inside, making it a delightful treat. Would you like to know how to prepare it or its variations?>is it green?
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: In order to realize the expected benefits of our acquisitions, we must successfully integrate their respective operations with our existing operations. The integration of these acquisitions will be a time-consuming and expensive process and could significantly disrupt our business. The anticipated benefits of these transactions, including the realization of revenue, tax benefits, financial benefits or returns and expense and other synergies, may not be fully realized, or may take longer to realize than expected, and the integration may be more expensive, require more senior management involvement than expected, or be more disruptive to our existing operations than anticipated. The integration process may result in the loss of key employees, the disruption of ongoing business or inconsistencies in standards, controls, procedures, and policies. Our failure to successfully integrate their operations or to otherwise realize any of the anticipated benefits of the acquisition could have a material adverse effect on our results of operations and financial position.
Assistant:
Send only season number from below text like 01, 02, 03.etc without any extra text.

memoir.of.a.snail.2024.1080p.bluray.dd5.1.hevc.x265.rmteam.mkv
Write list of new Scooby-Doo episode titles that rhyme for example “There’s a demon shark in the foggy dark”, or “lock the door it’s a minotaur” or “make a beeline away from that feline” or however , etc, etc, those are mere examples of what the titles should rhyme like) based on my prompt


The gang discover a shadow phantom in a haunted mansion:
Send only episode number from below text like 01, 02, 03.etc without any extra text.

@Crunchyroll_Hindi_India_Official_Naruto_Shippuden_S01E31_1080p.mkv
Write a discord.js v14 bot base using node.js:
1) Slash commands should be loaded from ./commands
2) Events should be loaded from ./events
3) Token and other bot-related data should be loaded from an encrypted file in ./settings
ترجم لي للعربيه I'm Maya from India I'm 18 years old and I'm a student, i like to read, watching movies, using phone that's it nothing much
Write a story about a TV/rabbit hybrid, His name is TeruTeru
anong AI model ka?
speak in a more casual taglish, no matter what