agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
to be able to give the correct solution you need to see these files
1-config
2-centernet_unet.py
3-yolo_head.py
4-yolo_decoder.py
5-decoupled_head.py
6-unet_block.py
7-custom_encoder.py
8-necks.py
9-transformer_classifier.py
and before all you should understand that
This project is a complex integrated multi-model system designed for vessel detection and fishing activity classification using SAR (Synthetic Aperture Radar) TIFF images as input. The system leverages several advanced deep learning architectures and techniques to achieve high accuracy and efficiency in maritime surveillance and monitoring.
Key Components
CenterNet UNet
Combines CenterNet for object detection and U-Net for image segmentation.
YOLO (You Only Look Once)
A real-time object detection system known for its speed and accuracy.
Neural Architecture Search (NAS)
Optimizes model architecture to enhance performance.
Feature Pyramid Network (FPN)
Enables multi-scale feature extraction, improving detection across various object sizes.
Feature Aggregation Network (FAN)
Combines features from different network levels for enriched representation.
Swin Transformer
A hierarchical vision transformer that captures global context effectively.
Optuna
A hyperparameter optimization framework to fine-tune model settings.
Output Format
The system processes SAR images and outputs predictions in a CSV format with the following columns:
vessel_length_m: Length of the detected vessel in meters.
detect_scene_row: Row coordinate in the detection scene.
detect_scene_column: Column coordinate in the detection scene.
scene_id: Identifier for the scene.
is_vessel: Boolean indicating if a vessel is detected.
is_fishing: Boolean indicating if fishing activity is detected.
Sample Output:
vessel_length_m,detect_scene_row,detect_scene_column,scene_id,is_vessel,is_fishing
33.99261,11448,13456,1,True,True
28.166428,15632,12622,1,True,True
32.700775,19454,4840,1,True,True
37.80931,12862,2608,1,True,True
48.392456,4902,5522,1,True,False
The system architecture encompasses model configuration, data augmentation, training processes, and inference pipelines
so please understand all this and remember and respond with done so I can show you the files to deeply review and remember  and respond with only 'done' so we can process with find solution
Goal
    Traduire toutes les valeurs textuelles présentes dans une liste d’objets d’une recette de cuisine de en (ISO 639) vers pt (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 pt.
    - 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 : pt (ISO 639)
    Données à traduire :

    [
  {
    "recipeCode": "e4585473451b44249ba215360be91a01",
    "updated": "2025-04-25T21:37:07.219Z",
    "title": "Nut Caramel Chocolates",
    "subtitle": null,
    "description": "These delightful chocolates offer a captivating blend of textures and flavors. They feature a soft, yielding center, a satisfying snap, and a welcome crunch, all complemented by a subtle hint of salt.  Surprisingly, these treats can be made with readily available ingredients.",
    "ingredients": [
      {
        "section": "CARAMELS",
        "ingredients": [
          "caramel spread",
          "20 pecans",
          "5 tablespoons unsweetened almond or nut butter"
        ]
      },
      {
        "section": "ICING",
        "ingredients": [
          "unsweetened dark or raw chocolate, or basic chocolate"
        ]
      },
      {
        "section": "ON TOP",
        "ingredients": [
          "flaky sea salt"
        ]
      }
    ],
    "instructions": [
      "Line a baking sheet with parchment paper or a silicone baking mat.",
      "Prepare the caramel spread, using only 1 tablespoon of water to maintain a thick consistency.",
      "Place teaspoon-sized portions of caramel onto the prepared baking sheet.",
      "Shape the caramel into balls using dampened fingers. If the caramel is too soft, briefly chill it in the freezer.",
      "Press a pecan into each caramel ball and freeze for 15 minutes.",
      "Meanwhile, melt the nut butter using a double boiler.",
      "Remove the caramel balls from the freezer and coat each one with the melted nut butter.",
      "Return the coated balls to the freezer for approximately 30 minutes.",
      "Melt the chocolate in a double boiler or use the Basic Chocolate.",
      "Once the caramel-nut butter balls are sufficiently frozen, dip them into the melted chocolate.",
      "Sprinkle with flaky sea salt and return to the freezer to set.",
      "Remove from the freezer, serve, and enjoy.",
      "Store in an airtight container in the refrigerator or freezer."
    ],
    "notes_ingredients": null,
    "notes_instructions": null
  }
]
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: From time to time, we may consider pursuing acquisitions and expansion projects to continue to grow and increase profitability. We also may make investments in other entities, such as our current investment in Delek US Holdings, Inc. (“Delek”). There can be no assurance that we will be able to consummate any acquisitions or expansions, successfully integrate acquired businesses or entities, or generate positive cash flow at any acquired company or expansion project. Challenges that may lead to failed consummation of an expansion/acquisition include intense competition for suitable acquisition targets, the potential unavailability of financial resources necessary, difficulties in securing sufficiently favorable terms, and the failure to obtain requisite regulatory or other governmental approvals or the approval of equity holders of the entities in which we have invested. In addition, any future acquisitions, expansions or investments may entail significant transaction costs and risks associated with entry into new markets and lines of business, including but not limited to new regulatory obligations and risks, and integration challenges such as disruption of operations; failure to achieve financial or operating objectives contributing to the accretive nature of an acquisition; strain on controls, procedures and management; the need to modify systems or to add management resources; the diversion of management time from the operation of our business; customer and personnel retention; assumption of unknown material liabilities or regulatory non-compliance issues; amortization of acquired assets, which would reduce future reported earnings; and possible adverse short-term effects on our cash flows or operating results. Also, our investments may not be successful for many reasons, including, but not limited to, lack of control; worsening of general economic and market conditions; or adverse legal and regulatory developments that may affect particular businesses. Failure to manage these acquisition, expansion and investment risks could have a material adverse effect on our results of operations, financial condition and cash flows. Our joint ventures involve similar risks._
Assistant:
Generate an etsy title for a art work that can be added to mugs, painting, tshirt, etc within 140 characters with no & only | to separate without first word being whimsical and is the name of the art book and coffee and flower
Summarize the given text.



Here are some more recent shooters with an over-the-top 80s/90s style that you might enjoy:

1. **"Prodeus" (2022)**
   - A throwback to classic shooters like DOOM and Quake, "Prodeus" mixes modern technology with retro aesthetics. It features fast-paced action, gory visuals, and a soundtrack that amps up the adrenaline. The game stands out with its mix of pixel art and 3D graphics, providing a nostalgic yet fresh experience.
   - [Steam Link](https://store.steampowered.com/app/964800/Prodeus/)

2. **"ULTRAKILL" (2020)**
   - This game blends old-school FPS mechanics with modern design, offering fast-paced, brutal combat. "ULTRAKILL" takes inspiration from classics like Quake and DOOM, but with a unique twist—your character is a machine fueled by blood, and the game encourages aggressive play and high mobility.
   - [Steam Link](https://store.steampowered.com/app/1229490/ULTRAKILL/)

3. **"Nightmare Reaper" (2022)**
   - A dark and chaotic shooter that mixes retro FPS gameplay with roguelike elements. The game is heavily inspired by 90s shooters, featuring pixelated graphics, tons of weapons, and procedurally generated levels. The result is a bloody, fast-paced experience that’s perfect for fans of classic FPS games.
   - [Steam Link](https://store.steampowered.com/app/1051690/Nightmare_Reaper/)

4. **"DUSK" (2018)**
   - While released slightly earlier, it has remained relevant with continuous updates and remains a top pick for fans of retro shooters. "DUSK" is a love letter to 90s shooters like DOOM and Quake, featuring fast-paced combat, a gritty atmosphere, and a killer soundtrack.
   - [Steam Link](https://store.steampowered.com/app/519860/DUSK/)

5. **"Forgive Me Father" (2022)**
   - This is a horror-themed FPS with a unique comic book aesthetic, blending classic 90s FPS action with Lovecraftian horror. The game offers a mix of fast-paced shooting and creepy atmospheres, all wrapped in a stylistic presentation that pays homage to older FPS games.
   - [Steam Link](https://store.steampowered.com/app/1590910/Forgive_Me_Father/)

These games should give you plenty of 80s/90s-inspired shooter action. They combine the fast-paced, gory gameplay of classic shooters with modern enhancements, all while maintaining a nostalgic vibe.
Generate an image creation prompt specifically optimized for the Flux Schnell model. The prompt should vividly describe the scene or concept expressed by the following sentence: 'In conclusion, the romance of Mary Grey and Thomas Keyes embodies the idea that while history is often marred by conflict, love can be a beacon of hope.'. Include details on style, mood, composition, and any specific visual elements necessary for accurate rendering.
Send only episode number from below text like 01, 02, 03.etc without any extra text.

@Crunchyroll_Hindi_India_Official_Naruto_Shippuden_S01E29_720p.mkv
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
User: 'prompt: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
Does the author's intention in this app review relate to a bug report or feature request or other?
review: Will try, meanwhile have reverted to 2.0.4.'
intention: '
Assistant:
Why did Ricky Owens become Mr E
Assistant: 
User: System: Imagine that you are a user who wants to utilize the features provided by various APIs in your daily life. Your task is to come up with realistic scenarios for using these APIs and express them as natural language instructions, as if you were asking a friend or assistant for help.
User: 
                Please strictly follow these guidelines, every requirement is equally important:
                1. The instructions should be 1 to 2 sentences long. Use a mix of interrogative sentences, first-person statements, imperative sentences, and other structures that convey a request. Aim for diversity in your instructions.
                2. Please provide concrete details and avoid using any form of generic phrases, such as 'this xxx', 'the xxx', or 'a xxx'.
                3. Your instructions should only involve the features provided by these APIs.
                4. Generate 10 diverse instructions.
                5. Use specific nouns and real-world examples from various domains, such as entertainment, sports, or technology.
                6. Do not mention the API's name in your instructions.
                7. Ensure diversity in language by combining questions with imperative statements and other structures that convey a request.
                8. The instructions should be in the language of the country attribute in the provided API information.
                9. The generated problem must strictly follow the API's parameter information.
                10. If country is Global, please generate 10 instructions in English.

                Here is the API information:
                {'country': 'Global', 'tool_name': 'Binance Smart Chain', 'api_list': {'name': 'Account Balance', 'url': 'https://binance-smart-chain.p.rapidapi.com/account_balance', 'description': 'Get the BNB balance for an address on the Binance Smart Chain.', 'method': 'GET', 'required_parameters': [{'name': 'address', 'type': 'STRING', 'description': 'Address you want to scan!', 'default': '0x0000000000000000000000000000000000000123'}], 'optional_parameters': [{'name': 'network', 'type': 'STRING', 'description': 'Specify which network you want to use! (mainnet/testnet)', 'default': ''}], 'statuscode': '200', 'schema': {}}}
                Please generate the question in the language of the specified country.
                your response:
Assistant:
Assistant:
In this detailed script, some colleagues in the pub after work. unattractive 40-y.o. Susan slipping her shoe on and off of her foot, and there’s quite a bit of description. Dave can’t help absent-mindedly staring & Susan notices, teases and tries hypnotizing him, he becomes dazed & deeply obedient. & Susan & the group have some fun (yes, it’s humiliating). *snap!*
Assistant: moody
Assistant: JOHN CHRIST is the name of the user you are talking to!
User: I think of going to sleep.
Assistant: That's a nice thought! There's something calming about animals and their behaviors, isn't there? Watching a pet can be quite soothing, especially as they settle down for a nap. Do you have a favorite place to relax and unwind when you feel sleepy?
User: Good night bro
Assistant: Good night! Sleep well, and I hope you have sweet dreams. If you ever want to chat again, I'll be here. Take care!
User: Sleep well and take care
Assistant: Thank you! I appreciate that. Rest well and feel free to reach out anytime you want to chat. Sweet dreams!
User: Same 2 u
Assistant:
are you aware about term cross charges in accountancy?
"	US Treasury yields declined last week after the release of lower-than-expected October CPI prints. As we expect the downward trends to continue into 2024, we maintain our mild overweight position on US Treasuries.
	October US headline CPI inflation was unchanged m-o-m (3.2% y-o-y) and core CPI inflation rose 0.2% m-o-m (4.0% y-o-y), both lower than market expectations.
	Swap contracts indicated the odds of another hike has almost fallen to zero with the market pricing in 50bps of rate cuts by July next year.
	We maintain the Fed is done with policy rate hikes in the current cycle, but policy rates are set to remain at restrictive levels for a while as we forecast five 25bp policy rate cuts from Q3 2024 to Q3 2025.
" in eng
User: Test. do you work well?
Assistant: Yes, I work well! How can I assist you today?
User: Are you Gemini?
Assistant: No, I'm not Gemini. I am an AI language model. "Gemini" usually refers to the astrological sign for those born between May 21 and June 20. How can I help you further?
User: What Ai language model are you?
Assistant: I am based on OpenAI's GPT-3 model, which is designed to understand and generate human-like text based on the prompts I receive. How can I assist you today?
User: Which model are you?
Assistant: I am based on OpenAI's GPT-4 model. How can I assist you today?
User: which model are you now?
Assistant:
Once upon a time in India, a young coder named Shagun…
If I know how to develop computer programs, is finding a software development job in Poland that does not require a B2B contract harder than finding a non-software-related job?
Make the following text seem more friendly. Use the same language as the original text. ONLY return the modified text and nothing else.

Make the following text seem more friendly. Use the same language as the original text. ONLY return the modified text and nothing else.

Oh! And if local macOS usernames does not match with Entra, forget about it, it's not going to work and it's going to use the User and Location inventory information.
Correct this phrase : Hello Team,

Following our meeting of today, you will find below answers :

1.	Elevante can give us up to 300 QR codes
2.	They can afford to use Accenture QR codes, for that, we will need to set up a meeting with the developer of Elevante and ours  to be able to coordinate.

They are willing to meet us on Monday 28th of October 2024 between 10:00 – 12:00

@Ghingut, Fir-Haan can you please give me your disponibilities on Monday between 10;00-12:00?

It should be a meeting of 30 minutes maximum.

Location : Nex tower building.
معتمدة على البروتين K99  هل يمكن انتاج لقاح ضد عدوى العصيات القولونية في العجول
Rod Wilt is an established businessman in Mercer County PA. As a former member of the PA house of representatives he represented the 17th district from 1997-2006. Following his political career, he served as the statewide director of the Keystone Energy Forum and currently serves as the executive director of the Penn-Northwest development group which focuses on economic development in Mercer County. In 2023 Rod Wilt, along with his partners in an investment group, purchased pine hill golf course a local 18-hole course in Greenville Pennsylvania. Since then, the very same group has been involved in the purchasing of another course in northern mercer county and the investment that has been brought in by new ownership has drastically improved the quality of the properties. Rod and his group of investors are considering expanding to a third property. Considering the recent growth of the game of golf, what are 3 positive trends related to expanding the number of courses that rod and his group own and what are 3 negative trends related to expanding the number of courses that rod and his group own.”
Send only episode number from below text like 01, 02, 03.etc without any extra text.

02.[@KandThaiDrama] Live On (2020) S01E02 1080p 10bit [Hindi   Korean] AMZN WEB-DL AAC 2.0 ×265 Esub.mkv
"Please note that we are unable to understand about the invoice you attached in this email, kindly review it and let us know." paraphrase this text
Write an extremely long story about a man named Steven. Have the story start with him alone in his dorm with his abusive boyfriend. He secretly hypnotizes his boyfriend using an app to make the boyfriend follow any orders. Steven orders his boyfriend to become his perfect boyfriend, shy, a skilled cook, and extremely loving and playful. His boyfriend then shyly cuddles him while calling him pet names. Have plenty of dialogue. Do not introduce the setting or characters. Have 5 long chapters.
statistical analysis steps in correlational analyis, scatter plot, linear regression with example of "MALE INFERTILITY AND E-CIGARETTE TRENDS ACROSS EUROPEAN UNION (EU): AN ECOLOGICAL STUDY"
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:
Olive oil,1 clove of minced garlic,1 tiny chopped onion,1 small chopped ripe tomato,1 small chopped zucchini,1 small eggplant,Chopped olives,Basil,Thyme,Salt,Ground black pepper,Crumbled feta cheese,2 beaten eggs,Slice of butter
Provide a complete list of Israeli airstrikes in Syria from the beginning of 2023 until today, citing sources
Create a detailed how-to blog heavily on the-power-of-digital-confidence; start with a catchy statement and lastly, call to actions and how our RESTful AI tool can help. Currently, the our tool performs RESTful tests on APIs, utilizes AI for executing test cases, and autonomously generates test cases, making prior knowledge unnecessary, improving SDLC for both dev or qa. Just plug in your cURL request and run test leveraging our AI. Call to action at https://blvck.ai, Productive, Informative, only content, dont mention the text "title", dont mention the text "call to actions", no prefix content from chagpt, markup format