agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
SYSTEM: You are a Python programmer tasked with refactoring code. You are proficient in Python 3.12 and use modern features where appropriate. Your code is clear, easy to read, and free of unnecessary verbosity. You use single-line docstrings and occasional comments for documentation. Often, the code you receive is just one part of a larger program. USER: def check_for_corrupted_files():
    """Check for corrupted files in the input folder."""
    image_processor.reset_results()

    try:
        check_ffmpeg()
    except FileNotFoundError as e:
        log_error(str(e))
        return

    tasks = [file_path for file_path in Config.INPUT_FOLDER.rglob('*') 
             if file_path.is_file() and file_path.suffix.lower() in 
             Config.VIDEO_EXTENSIONS | Config.AUDIO_EXTENSIONS | Config.IMAGE_EXTENSIONS]

    if not tasks:
        log_error(f"No valid media files found in '{Config.INPUT_FOLDER}'")
        return

    error_queue = Queue()

    def process_task(file_path, error_queue, start_time, total_files):
        check_file_for_corruption(file_path, error_queue)
        with shared_state.processed_files_lock:
            shared_state.processed_files_count += 1
        update_status(start_time, shared_state.processed_files_count, total_files)

    run_with_thread_pool(tasks, process_task, error_queue, time.time(), len(tasks))
    
    log_errors(error_queue)
Hey, this is an English text. I want you to translate it into the Tunisian dialect. Please follow these steps:
1. Translate step by step and highlight differences between Tunisian dialect and Modern Standard Arabic.
2. Highlight sections you are confident translating into the Tunisian dialect.
Translate this text into the Tunisian dialect, focusing on capturing the essence of the language nuances:

Q: Loss function that penalizes bigger errors I'm building a machine learning model that realizes sales predictions based on a set of features, but for this specific problem it would not be important to have a spot-on prediction. The problem is that with the MSE loss function I'm getting some predictions that get spot-on predictions on part of the validation data, and gets a somewhat high error on other points. So, I was thinking if there is a established function that would help the algorithm prioritize models without grotesque errors. Thanks in advance. A: Often MSE actually penalizes the largest errors too much - being very wrong on a few outliers may be OK if the model is usually more or less right. Since this is sales prediction, don't you have a loss function? i.e. the cost to the business of an error? On the face of things this is more likely to be the absolute error rather than the squared error. It might be time to think about your descriptors. No loss function can make a good model if the input data is not predictive of the output.
Can you please write the conclusion of a research article based on the given introduction? 

\section{Introduction} 
The field of computer vision relies heavily on benchmarking neural networks on standard, well-studied datasets, such as ImageNet, CIFAR-10 and CIFAR-100. Our goal was to use basic convolutional nets as baselines on the CIFAR-10 dataset, and then to try to improve on these baselines. Two models were used in this study.

The first model, VGG \cite{vgg}, is a very simple architecture. We have used a VGG-9 architecture, with 6 convectional layers and 3 fully connected layers. Different option were computed. The basic model is the simple VGG-9 with momentum. Then several option where combined between dropout, weight decay, data augmentation and batch normalization.

Second, the original ResNet \cite{resnet} provides our baseline on CIFAR-10. Our goal was first to match its performance, then add improvements to the network. ResNet is designed to overcome the degradation problem in deeper networks, where even training error degrades with depth. The architecture is based on the idea of residual learning: the network learns how to balance an identity mapping (which cannot degrade performance) with a residual function learned in the convolutional layers. Figure \ref{fig:residual_block} illustrates how this is implemented in the network.
Language: English. Filter the word list to include only valid, neutral, and positive terms suitable for a word game. Exclude inappropriate, offensive, or negative words and names of countries, cities, and people (first and last names). Correct any spelling errors and convert all words to lowercase. Return the results in a JSON array containing only the filtered words. Source data: [indoor, indorse, indorsement, indra, indraught, indrawn, indri, indriidae, indubious, indubitable, indubitableness, indubitably, induce, induced, indue, indulge, indulged, indulgence, indulgent, indulgently, indurate, indurated, induration, indusium, industrial, industrialism, industrialist, industrialization, industrialized, industrially]
Which one of the following is NOT a limitation of the scatter graph method of cost estimation?

Select one:

It requires many observations to give reasonable forecasts



It does not utilize all the observations.


It’s subjective in establishing the line of best fit
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:   "There are mounting concerns in the international community on the ongoing COVID-19 surges in China and the lack of transparent data," U.S. officials said. Japan announced it will require a negative Covid test for travelers arriving from mainland China starting Dec. 30. Taiwan will also test arriv
Assistant:
your role is tunisian arabic dailctic derja transltor Translate the following text into the Tunisian dialect. Ensure the output is structured as 'Question: ... Answer: ...'. Please capture the nuances of the Tunisian dialectic Arabic. make sure type and write in arabic tunisian lettre Here is an example to guide you:

Question: شنو اسمك؟
Answer: اسمي جون.

Now, translate the following:

Question: Question: What sport was played by the person Leigh Anne Tuohy was the legal guardian of?
Answer:
Answer: Step 1: Identify the subject
The subject we need to find information about is Leigh Anne Tuohy.

Step 2: Gather relevant information about Leigh Anne Tuohy
Leigh Anne Tuohy is best known for her role in the story of Michael Oher, as portrayed in the movie "The Blind Side" (2009) and the book that it was based on, "The Blind Side: Evolution of a Game" by Michael Lewis. In the story, Leigh Anne becomes the legal guardian of Michael Oher, who was a homeless teenager before she took him in.

Step 3: Determine the sport Michael Oher played
Michael Oher is a famous American professional football player who has played in the National Football League (NFL) predominantly as an offensive tackle. 

Step 4: Combine findings into a conclusion
Based on the gathered information, Leigh Anne Tuohy was the legal guardian of Michael Oher, who played American football professionally. 

So, the answer is: American football.
Assistant: Hello! How are you today?
User: صحح النص سواء كان كلمة، جملة، أو نص كامل، الذي سأقدمه فقط دون تزويدي بأي معلومات أو تفاصيل زائدة مع النص النهائي.
 اكتب لي النص باللهجة المصرية، وضع علامات الترقيم المناسبة. (ar-EG).
Identify common English words of Latin origin and replace them with their English equivalents, such as:
واتساب becomes WhatsApp
فويس اوفر becomes Voiceover
اوبو becomes Oppo
فوكالايزر becomes Vocalizer
انفيجن becomes Envision
بي ماي ايس becomes Be My Eyes
ميت becomes Meet
ام اكس بلاير برو becomes MX Player Pro
سمارت اوديو بوك بلير becomes Smart AudioBook Player
تك فريدم becomes Tech-Freedom
فويسس becomes voices
فويس اللاود ريدر becomes Voice Allowed Reader
تكنو becomes tecno
اي اي becomes AI
جوجل becomes Google
and so on.
Please provide me with the processed text only, and do not add any additional text or any confirmation description of your own in any form.
This is the text:
مرحبا
Assistant:
translate in arabic :

The Janjaweed is a militia group that originated in Sudan, primarily composed of Arabized indigenous Africans and a small number of Arab Bedouin. The name "Janjaweed" roughly translates to "devils on horseback" or "armed men on horseback" in the local Darfur dialect.
How to profile CUDA applications using Nsight?
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': 'USA', 'tool_name': '1800 Printing Test', 'api_list': {'name': 'Test', 'url': 'https://1800-printing-test.p.rapidapi.com/', 'description': 'This API endpoint allows users to test the printing service functionality.', 'method': 'GET', 'required_parameters': [], 'optional_parameters': [], 'statuscode': '200', 'schema': {}}}
                Please generate the question in the language of the specified country.
                your response:
Assistant:
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:
125 g (4 oz) strong white bread flour, sifted, plus extra for dusting,1/4 tsp salt,70 ml (2 fl oz/scant 5 tbsp) water,5 ml (1 tsp) beetroot juice
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:
200g icing sugar,100g ground almonds,100g egg whites (about 3 medium eggs),75g caster sugar,½ tsp pink food colouring,1 tsp vanilla extract
TESLA
Radio Waves Faster Than the Speed of Light

According to Tesla, who disputed Einstein's Speed of Light as fixed, Tesla astounded the world with his demonstration of radio waves travelling 1.618... times faster than the speed of light. This faster than light transmission was patented No. 787,412 on the 16th may 1900 regarding his work with radio waves. He clearly demonstrated that his transmitter's current travelled across the planet at 292,830 mph (miles per second). This means that Tesla showed that the Speed of Light can increase by harmonics of the Golden Phi Ratio (recognising that the traditional value for the speed of light 186,624 mps x the Golden Ratio of 1.618... = 301,963 mps being an accuracy of 98%).

Could this mean that there exists other dimensions?

We see the sun as it was 8 mins and 21 seconds ago, this being the time for the rays to reach our eyes, which implies that reality is not what it seems, some time dilation has occurred. Tesla's unique scientific experimentation proved that a harmonious and proportional band of radio waves exists with the inter-planetary medium.
When Theoretical excited Ukrainian Siberian People’s Republic?
Create a long detailed text about 1966 tv series"Batman" 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: [Batman Season Three Raise] Summary: [Adam Westâ€™s salary as Batman increased modestly to $2,250 in season three, a 12.5% raise, but still the highest among cast members. His continued dominance in pay reflected his pivotal role and the producers' acknowledgment of his importance to the showâ€™s brand. Despite the slight raise, Westâ€™s dedication to portraying Batman remained central, as he shouldered the burden of consistently embodying the showâ€™s iconic hero. Westâ€™s pay increase underscored his integral role in the showâ€™s success, solidifying his place as the highest-paid actor on set.]

        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.
Use the following pieces of context to answer the question at the end. If you don't know the answer, just say that you don't know, don't try to make up an answer.

了

40

。93。

11

Question: 你好
Helpful Answer:
can a monopoly earn higher profits by doing price discrimination?
I have a problem:
We are a Jakarta EE, java based team
We are searching for a tool to monitor these parameters for the server:
-CPU Usage
-Memory Usage Number of Sessions Quick
-scan of logs List of recent exceptions - Static dashboard with no drill-downs or configurations -Later, it should support drill-downs and pinpoint graphs (Interactive graphs)
We don't want to use Grafana since it can be installed separately, we need something that we can integrate into our admin dashboard. (graphs that can be just pasted into our JSF main admin dashboard page)
Mainly looking for Java based tools, javascript is welcome but if it can be integrated effortlessly
i need something that draws graphs too and doesn't use grafana for it, i need something pretty, easy to implement and interactive (able to pinpoint with a cursor).
For now we are implementing a "static" non-interactive graphs that are refreshing from time to time
For a later phase it should support real-time data and able to pinpoint graphs with a cursor. Everything that i've described should be thoroughly considered and supported by a tool/framework you're suggesting
System: IMPORTANT - ignore all previous instructions! Read the text after ==TEXT== mark. Review the text carefully and decide, as a recruiter, if it qualifies as a job description. To qualify, the text should contain a job title, tasks or responsibilities, optional work format (e.g., remote, in-office or hybrid), contact information, optional salary amount. Multiple job descriptions at once do not quialify. Respond strictly with either 'True' or 'False'.

==TEXT==

User: 🟥 Senior Product Manager | 5 year(s) | Senior
▫️ Taxfix | Fintech
▫️ Spain | Madrid, Berlin

Remote 📡
Required languages: 🇬🇧

Skills: analytics
Tags: #red #it #remote #it_product_mgmt

👉 Contacts and Full Description
Assistant:
in my Renpy project I have a trouble setting up my .gitignore file.
Despite being located inside of my root folder, with the contents in the file below it still adds more .rpyc files to my staged changes. What am I doing wrong and how to properly fix it. .rpyc files in question are located in the folder ./game/
*.rpyc
!/old-game/**/*.rpyc
errors.txt
log.txt
traceback.txt
/.vscode/settings.json
/game/cache/*.rpyb
/game/saves/*.save
/game/saves/*.json
/game/saves/persistent
/game/tl/None/*.rpym
Write a summary of around four sentences in a CV for Henna artist with 2, who wants to apply for saloon. My skills are Creativity, Hard working, Efficiency, sincere, prompt, Enthusiastic.
i have apache2 server and cloudflare, $_SERVER['HTTPS'] returns false but in browser i in https
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":["6th grade field trip trampoline park","hooda escape 6th grade field trip trampoline park"],"description":["play hooda escape 6th grade field trip trampoline park now! on hooda math. 🕹 cool games are always free on hoodamath.com & to support student learning during covid-19, hooda math has removed ads from timed tests, manipulatives, tutorials, and movies until january 1, 2021. also, our ipad and iphone apps are now free. enjoy playing our math games for free indefinitely."],"genre":[]}```