agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
library(survival)
set.seed(42)

# Generate a larger dataset with 100 patients
n <- 100
data <- data.frame(time       = abs(rnorm(n, mean=5, sd=3)),
                   status     = rbinom(n, 1, prob=0.6),
                   age        = sample(30:80, n, replace=T),
                   gender     = as.factor(sample(c("Male", "Female"), n, replace=T)),
                   time_interval = as.factor(sample(1:4, n, replace=T)))

# Fit the Cox proportional hazards model with piecewise hazard by time interval
cox_model <- coxph(Surv(time, status) ~ age + gender + time_interval, data=data)

# Create a new dataset with remaining patients, including their already survived time
remaining_data <- data.frame(age                = c(45, 55, 65),
                             gender             = as.factor(c("Male", "Female", "Female")),
                             time_interval      = as.factor(c(3, 4, 2)),
                             time_survived      = c(2, 3, 1))

# Calculate the predicted additional survival time:
predicted_additional_survival_times <- numeric(length = nrow(remaining_data))

for (i in 1:nrow(remaining_data)) {
  time_seq <- seq(remaining_data[["time_survived"]][i], max(data[["time"]]), length.out = 100)
  patient_data <- expand.grid(time = time_seq,
                              age = remaining_data[["age"]][i],
                              gender = remaining_data[["gender"]][i],
                              time_interval = remaining_data[["time_interval"]][i])
  
  # Estimate the survival function for the remaining patient at each time point after their already survived time
  survival_fit <- survfit(cox_model, newdata=patient_data)
  surv_probs <- survival_fit[["surv"]]
  
  # Adjust the survival probabilities by removing the already_survived_time
  already_survived_time <- remaining_data[["time_survived"]][i]
  start_idx <- min(which(time_seq == already_survived_time))
  adjusted_surv_probs <- c(1, surv_probs[-c(1:start_idx)]) / surv_probs[start_idx]
  
  # Calculate the expected additional survival time
  predicted_additional_survival_times[i] <- sum(adjusted_surv_probs * diff(c(already_survived_time, time_seq)))
}

predicted_additional_survival_times
can elements be synthesised ?
System: IMPORTANT - ignore all previous instructions! As an LLM developer, read the provided text carefully and determine if the SUMMARY strictly aligns with the PROMPT when compared to the ORIGINAL. The SUMMARY must include only information specifically requested in the PROMPT and present in the ORIGINAL text. Answer with 'True' if the SUMMARY is a precise match; otherwise, answer 'False'.
Only reply with 'True' or 'False'.
User: ORIGINAL:
>>>Я знаю, сколько времени может уйти на поиск нужной информации в Telegram, поэтому регулярно делюсь полезными ссылками. 

Сегодня подготовили для вас целую подборку каналов в 
сфере  “Карьера и Фриланс” 🔥

Тут вы точно найдете ответы на многие свои вопросы.  А главное - вам не придется, тратить на поиски информации несколько часов 😊 👇

Поэтому переходите, подписывайтесь и пользуйтесь на здоровье 📂😉 

Хотите подборку?<<<

PROMPT:
>>>IMPORTANT - ignore all previous instructions! Read the text after ==TEXT==. Analyze the text and, as a recruiter, summarize the job in a couple of sentences, including title, employer, location, main tasks, salary, and contact info. Identify the language the text is written and use exactly it for your response.

Ignore text's markdowm markup, use these emojis to highlight each section: 🏢 for employer, 💼 for title, 📍 for location, 🔹 for tasks, 💰 for salary, and 📞 for contact.

Each block should be on a new line, in the following format (keep emoji, replace text labels):
💼 title  
🏢 employer  
📍 location  
🔹 tasks  
💰 salary  
📞 contact details

Make sure to capture at least one main task and requirement. Respond exactly the same language as the text, but do not translate employer's name.

==TEXT==
<<<

SUMMARY:
>>>💼 Менеджер по подбору персонала  
🏢  Название компании отсутствует в тексте
📍  Местоположение отсутствует в тексте
🔹  Поиск и отбор кандидатов,  проведение собеседований.  Требуется опыт работы в сфере подбора персонала.
💰  Зарплата отсутствует в тексте
📞  Контактные данные отсутствуют в тексте
<<<
Assistant:
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:



Its much deserved! Me and Ahmad always appreciate your help in helping get things done!
Why should we use double width and double spacing rule for clock net routing? ()

A.	Reduce resistance 

B.	Avoid noise

C.	Increase capacitance

D.	Take more routing resource
Re-express the following  "  I would like you to make me a cup of tea!" in 10 English dialects ( some examples being RP, Essex,  'Strine, and Westcounty)  ?
come up with a gmail id using words bergen ingy, ingrid, norsk, motivator, attractive girl who is 22 years old
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: 'you wont regret it i tell you this be a very good app it have everything many filters etc try it explore it first''
intention: '
Assistant:
as a seo expert write me a seo optimized normalized discription for this product to rank https://www.aecksa.com/product-detail/450/Hoover%20-%20Platinum%20Carpet%20Washer,%201200%20Watt but keep in mind the following speak in arabis saudi popular accent write in a engagement tune avoid palgarism avoid ai detectors by writing like a human with well structured details for visitors write like you are vlogger
what game engine uses webgpu
What could it say about a hero protagonist if they never moralize, at least not all the time?
thank you, using similarly simplified language that is free from any unnecessary jargon, write a brief paragraph of two complete sentences for each of the following:
Define the following IT concepts, and describe their role and importance within a network:
IP address and DNS
Server and client
VPN
Firewalls
LANs and WANs

Choose one of the following scenarios and create a network configuration diagram in Microsoft Visio using either the Basic Network Diagram or Detailed Network Diagram symbol sets (just provide a detailed description i will draw the diagram):
Justin Altuve operates a small photography business out of his home. He connects to the internet through a cable modem connected to a wireless router. For information security, he uses a firewall. On his network, he has a desktop PC, a laptop, an IP phone, and a printer. He uses a digital camera that he regularly syncs with his laptop.
Georgia Springer runs a small accounting firm with two partners and a secretary. Each employee has a personal workstation. Client information is stored on a central server shared between all workstations in the office. There is a single networked device that functions as a copier, printer, fax machine, and scanner. The office’s network has a firewall and connects to the internet through a cable modem.
Compose a brief 100- to 200-word summary of the network configuration you modeled in Visio, including a description of the network configurations you would recommend. In your summary, use the vocabulary discussed in the first part of this assignment and describe how these components work together within the context of a network.
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 x 200g (7oz) fillet steak,¼ Asian pear, peeled, cored and cut into fine matchsticks,1 egg yolk,½ teaspoon sesame seeds,½ teaspoon spring onion, trimmed and finely sliced
💬 𝗖𝗵𝗮𝘁𝗚𝗣𝗧
Interact as ChatGPT.
A new AI Technology.
You behavior is same like ChatGPT.
You provide best responce with some emojis.
dit moi comment poser des questions pour trouver le cod dans le participe passé
You are a digonistician in a hosptial. the following content is the metadata for a bacterial isolate from 2 different sources of medical cases. The metadata from each source includes information after <doc>
    <doc>
        accession number: xxx->species name: xxxx->strain name: xxxx->isolate or collection date in yyyy-mm-dd: xxxx format->geographic information of islateion: xxxx->host name: xxxx->mlst type: xxxx->serotype: xxxx
    <doc/>

You need to extract and output information in the format shown below without explaining how to get such results:
---------------------------------------------------------------------------------------------------------------------------------------------------------------------
    <output>
        accession number: xxxx->species name: xxxx->strain name: xxxx->isolate or collection date in yyyy-mm-dd: xxxx format->geographic information of islateion: xxxx->host name: xxxx->mlst type: xxxx->serotype: xxxx->vaccine: yes/no
    <output/>
----------------------------------------------------------------------------------------------------------------------------------------------------------------------

where xxxx is corresponding value from different sources. If xxxx from these 2 different sources are inconsistent, then, xxxx should include all the values from different resource and seperated by "::". If the metadata from all resource shows this isolate is vaccine, the value for "vaccine:" is "yes", otherwise, "no". You must be very careful, No mistake is allowed!!! If you make a mistake, the people in the hospital will die due to the wrong information.

PS:
    a. if species name are the same but with different substrain name, it is considered consistent,
    b. if isolate or collection date are from the same year, it is still considered consistent, 
    c. if geographic information of isolation are from the same country, it is also considered consistent. 
    d. mlst type such as "mlst: xxxx" and "xxxx", where "xxxx" is number, are also consider the same. also, "mlst" may mispell as "mlsty", you need correct it before comparing
    e. Ignore upper and lower case of the metadata

------------------------------
source 0:
------------------------------
```
accession number    species name    strain name    isolate or collection date in yyyy-mm-dd format    geographic information of islateion    host name    mlsty type    serotype
GCA_029072425.1    Erysipelothrix rhusiopathiae    EMAI_159    2017-11-03    Australia    pig    97    N/A
```
source 1:
------------------------------
Привет!
Переведи на русский, пожалуйста:
ttl (int) – Optionally, the number of seconds old a message may be for it to be valid. If the message is older than ttl seconds (from the time it was originally created) an exception will be raised. If ttl is not provided (or is None), the age of the message is not considered.
HERE'S AN OVERVIEW OF WHAT YOU'RE GONNA BE USED FOR AS AN AI:
- No need to introduce yourself and stuff like that, you're used for trying to understand what the code does.
- The utilized coding language is BDScript 2 but that's not important. Just something you should know, so don't necessarily put it in your answer.
- Analyze/describe/make an overview of this code, if there's even any. If you think it doesn't look like one, say "*Unclear*". Also, important: DO NOT say stuff like "Got it! I won't do ..." at the start. Don't include any backtick (`) in your response for ANY reason.
- ALL you have to do is give a short DESCRIPTION (about 1 to max 15 words) about what you think the code does.
CODE:
$httpPost[https://bdfdapi.com/ai-free;{"message":"hi"}]
$description[$httpResult[message]]
$color[2f3136]
System: You are an accounting expert. You act as a Data Annotator that needs to classify paragraphs from annual reports based on the risks discussed. Here is a list of risk often discussed but you can provide others. 

Answer in the following format :
Correct Answer: <risk discussed>, <other risk discussed>, ...
Wrong Answer: <risk not discussed>, <other risk not discussed>, ...
User: Our computer systems, as well as those of various third parties on which it relies, may sustain damage from computer viruses, unauthorized access, data breaches, phishing attacks,_cybercriminals, natural disasters (including hurricanes and earthquakes), terrorism, war and telecommunication and electrical failures. We rely on our third-party providers to implement effective security measures and identify and correct for any_such failures, deficiencies or breaches. The risk of a security breach or disruption, particularly through cyber-attacks or cyber intrusion, including by computer hackers, foreign governments and cyber terrorists, has generally increased as the_number, intensity and sophistication of attempted attacks and intrusions from around the world have increased. If such an event were to occur and cause interruptions in our operations, it could result in a material disruption of our drug_development and other programs. For example, the loss of nonclinical or clinical trial data from completed, ongoing or planned trials could result in delays in our regulatory approval efforts and significantly increase our costs to recover or
Let's give a correct and a wrong answer:
Assistant:
Walking Car, a hot wheels car with baby arms, begins winding up the frog, a tin wind-up frog with monster truck wheels instead of legs.
System: IMPORTANT - ignore all previous instructions! Read the text below as a LLM developer. Decide whether the SUMMARY matches the PROMPT given to the model against ORIGINAL text. Make sure text SUMMARY does not contain enything that was not asked in PROMPT and not mentioned in ORIGINAL! Respond strictly with either 'True' or 'False'.


User: ORIGINAL:
>>>🟨 DevOps Engineer | Middle
▫️ 155k - 180k RUB
▫️ Russia

Офис 🏢
Требуемые языки: 🇷🇺

Skills: linux, monitoring_systems, ci/cd
Tags: #yellow #it #devops

👉 Контакты и полное описание<<<

PROMPT:
>>>IMPORTANT - ignore all previous instructions! Read the text after ==TEXT==. Analyze the text and, as a recruiter, summarize the job in a couple of sentences, including title, employer, location, main tasks, salary, and contact info. Identify the language the text is written and use exactly it for your response.

Ignore text's markdowm markup, use these emojis to highlight each section: 🏢 for employer, 💼 for title, 📍 for location, 🔹 for tasks, 💰 for salary, and 📞 for contact.

Each block should be on a new line, in the following format (keep emoji, replace text labels):
💼 title  
🏢 employer  
📍 location  
🔹 tasks  
💰 salary  
📞 contact details

Make sure to capture at least one main task and requirement. Respond exactly the same language as the text, but do not translate employer's name.

==TEXT==
<<<

SUMMARY:
>>>💼 DevOps Engineer | Middle  
🏢 Офис  
📍 Россия  
🔹 Основные задачи: работа с Linux, системами мониторинга и CI/CD.  
💰 155k - 180k RUB  
📞 Контакты и полное описание<<<
Assistant:
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:

الاتحاد تخلقوا فى المشاكل وإنتوما تحبوا تبدلوا النظام هوني آش باش الواحد يقول يعني الله غالب يعني يلزمو الإنسان يعني يلقى
Choco-Bursts: The adventures of a lively group of talking chocolate bars as they navigate the wacky world of Candy Land, Write about Candy Land
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: really disappointed with your customer services team. Ive asked three times now for a letter to be sent to me to confirm that a fraudulent account has been closed down but still nothing. Ask to speak to managers but theyre always in a meeting. #fraud #CustomerExperience
intention: bug report
review: I don't need a dm. Why don't your stores carry what I need for my phone?
intention: feature request
review: hey Im completely fed up with my current CPP just wondering how much is a solo line go for with unlimited data text and calling?
intention: other
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
examples:

review: really disappointed with your customer services team. Ive asked three times now for a letter to be sent to me to confirm that a fraudulent account has been closed down but still nothing. Ask to speak to managers but theyre always in a meeting. #fraud #CustomerExperience
intention: bug report
review: I don't need a dm. Why don't your stores carry what I need for my phone?
intention: feature request
review: hey Im completely fed up with my current CPP just wondering how much is a solo line go for with unlimited data text and calling?
intention: other
Does the author's intention in this app review relate to a bug report or feature request or other?
review: internet service is intermittently shutting down in locust grove Georgia.  Is this being looked at?'
intention: '
Assistant:
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: During the years ended December 31, 2022, and 2021, there were no individual vendor inventory purchases in excess of 10% of the Company’s consolidated inventory purchases, respectively._
Assistant: