agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
I have the following code to train a model with data from a csv file.

import spacy
from spacy.tokens import DocBin
from spacy.training import Example
from spacy.util import minibatch, compounding
import spacy.symbols as syms
import pandas as pd
import random
import re

# Load a blank English model
nlp = spacy.blank("en")

# Get the current infix patterns
infixes = nlp.Defaults.infixes
# Remove patterns that split on commas and hyphens
infixes = [pattern for pattern in infixes if pattern not in [r'(?<=[0-9])[\.,]', r'(?<=[0-9])[\-,]']]
# Create a new infix regex using the revised patterns
infix_regex = spacy.util.compile_infix_regex(infixes)
# Update the tokenizer with the new infix regex
nlp.tokenizer.infix_finditer = infix_regex.finditer

# Create the NER pipeline if it doesn't exist
if "ner" not in nlp.pipe_names:
    ner = nlp.add_pipe("ner", last=True)
else:
    ner = nlp.get_pipe("ner")

# Add the new entity label to the NER component
ner.add_label("ARTICLE_NUMBER")

# Read the training data from a CSV file into a Pandas DataFrame
df = pd.read_csv("training_data_articles.csv")

# Create a DocBin object for efficiently storing spaCy Docs
doc_bin = DocBin(attrs=["ENT_IOB", "ENT_TYPE"])

# Process and annotate the data
for index, row in df.iterrows():
    doc = nlp.make_doc(row["text"])
    annotations = {"entities": [(int(row["article_start"]), int(row["article_end"]), "ARTICLE_NUMBER")]}
    example = Example.from_dict(doc, annotations)
    doc_bin.add(example.reference)

# Save the DocBin to disk
doc_bin.to_disk("train.spacy")

# Load the training data saved as DocBin
train_data = DocBin().from_disk("train.spacy")

# Get the Doc objects in the training data
train_docs = list(train_data.get_docs(nlp.vocab))

# Initialize the model with random weights
nlp.begin_training()

# Training the NER model
# Disable other pipes during training
with nlp.disable_pipes(*[pipe for pipe in nlp.pipe_names if pipe != "ner"]):
    optimizer = nlp.resume_training()
    for itn in range(10):  # Number of training iterations
        random.shuffle(train_docs)
        losses = {}
        batches = minibatch(train_docs, size=compounding(4., 32., 1.001))
        for batch in batches:
            examples = [Example.from_dict(doc, {"entities": [(ent.start_char, ent.end_char, ent.label_) for ent in doc.ents]}) for doc in batch]
            nlp.update(
                examples,
                drop=0.5,  # Dropout rate
                losses=losses,
                sgd=optimizer
            )
        print(f"Iteration {itn}, Losses: {losses}")

# Save the trained model to disk
nlp.to_disk("trained_model")
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:

السلام عليكم تونس  يعيّشك
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:

هاو آني تو آني نكلم زهرة نلوجولها بلاصة بإذن الله نلقاولها
i like the following sentences. write something similar so i can use when introducing myself

As a physicist, I study the natural world using any and all quantitative methods at my disposal. Drawing on a toolkit of math, statistics, and computer science, I try to make sense of the smallest scales that we are able to observe. I look forward to finding new areas with difficult problems that can be solved via quantitative understanding.
Also, You have to remember that when Intel launched the Pentium 4 in the year 2000, It was largely meant to be more of a marketing stopgap that gave up IPC than anything else between their Pentium III and their real next-generation project, the Itanium project which was expected to be the true successor that would achieve never-before seen IPC levels and that the Pentium 4 was expected to be discontinued when Itanium was fully ready and finished
career = models.ForeignKey(career, blank=True,null=True,   on_delete=models.CASCADE)

explain
give me a response to ```Absolutely! With courage, determination, and resourcefulness, we can take on any challenge that comes our way. With strength, resilience, and optimism, we can bring hope to the darkest places, create a brighter future, and make a positive impact on the world. Let's never give up on our dreams, seize the moment, and take that first step - the world is ours! Together, let's make our dreams a reality and bring hope to the world!``` to send in a discussion, VERY SHORT, CONCISE & CLEAR. ONLY RETURN THE RAW MESSAGE, DO NOT SAY "Hey here is the message you asked"
Assistant: 
User: 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: Ive literally given up! My husband is leaving you guys in Aug as he couldnt get a decent deal even after years as a customer, then Ive just had no help trying to get a sim for my daughters phone as Id bought the phone myself, so no deals available?!'
intention: '
Assistant:
Assistant:
i have a most basic python code for me abjad calculator i need to add more funstions in it you just have to read and analyze my code for improvement : # Abjad calculator with letter counting # Abjad values and categories abjad_values = { 'ا': 1, 'أ': 1, 'إ': 1, 'آ': 1, 'ٱ': 1, 'ء': 1, 'ئ': 1, 'ب': 2, 'پ': 2, 'ج': 3, 'چ': 3, 'د': 4, 'ڈ': 4, 'ه': 5, 'ہ': 5, 'ه‍': 5, 'ھ': 5, 'ة': 5, 'و': 6, 'ؤ': 6, 'ز': 7, 'ژ': 7, 'ح': 8, 'ط': 9, 'ى': 10, 'ي': 10, 'ی': 10, 'ے': 10, 'ک': 20, 'ك': 20, 'گ': 20, 'ل': 30, 'م': 40, 'ن': 50, 'ں': 50, 'س': 60, 'ع': 70, 'ف': 80, 'ص': 90, 'ق': 100, 'ر': 200, 'ڑ': 200, 'ش': 300, 'ت': 400, 'ٹ': 400, 'ث': 500, 'خ': 600, 'ذ': 700, 'ض': 800, 'ظ': 900, 'غ': 1000, } def calculate_abjad(input_string): total_value = 0 letter_total = 0 # Total letter count excluding spaces # Normalize input string to handle only valid Arabic letters from our chart for char in input_string: if char in abjad_values: total_value += abjad_values[char] letter_total += 1 # Count each letter return total_value, letter_total def main(): print("Welcome to the Abjad Calculator!") user_input = input("Please enter a string of letters (Arabic): ") total_value, letter_total = calculate_abjad(user_input) print(f"\nTotal numeric value: {total_value}") print(f"Total letter count: {letter_total}") if __name__ == "__main__": main()
I want you to start answering the question by writing at least a 50-word introduction to the question. After the introduction, I would like you to create a detailed summary table containing the steps in your Answer. After the summary table, I want you to use the steps as subheadings and give more detailed answers. Your answer must be completely original and sincere. I do not want an article copied from other sources. You must write in a 100% SEO compatible way. I want you to highlight important places and keywords in bold letters. It does not matter whether the information is up to date or not. I definitely don't want you to mention your last update in your answers. "2023 toyota highlander configurations"
[Format your response using markdown. Use headings, subheadings, bullet points, and bold to organize the information]
What is paternal uxorilocality?
Filter words to keep only valid, neutral, or positive ones, strictly safe. Exclude country, city and people names. Return results in JSON array format without additional information. Source data: [polypody, polyporaceae, polyporus, polypropylene, polyptoton, polypus, polysacchari, polysemous, polysemy, polystichum, polystyrene, polysyllabically, polysyndeton, polytheism, polytheist, polytheistic, polytonal, polytonality, pomacanthus, pomacentridae, pomacentrus, pomade, pomaded, pomaderris, pomatomidae, pomatomus, pome, pomelo, pommel, pommy]
Write an essay on the discipline-psychology of conflict 
Topic: conflict as a form of response to a competitive situation.
despite i have bootstrap in package.json and also in angular.json , it didn't apply
Make black comedy dialogue of Lucifer Morningstar(Satan, the Devil, the Antichrist, etc, take your pick for the names.) reflecting on his life(or lack thereof, given the saying of how…oh…how did it go again?..‘the greatest trick the Devil ever pulled was making people think he didn’t exist’…and yet still debated constantly.)……and the interesting effects he still has on humans these very days…humans…God’s very creations………yes…how the humans still manages to blame the Devil for their sins…even in the ‘modern’ era…at a time of declining church attendances and rising agnostic/atheistic beliefs…ironic…a lessened belief in God…but in some ways a lessened belief of Satan himself…its a mixed bag it seems………and let’s not forget……how the humans always blamed him for the smallest to biggest things…as past human events are recalled ever thus…what were they again?..…the Crusades?..the Spanish Inquisition?..no?..what about a certain goose-stepping man going ‘Sieg Heil’?..what else…bah!..…even amusingly as if saying that ‘God’ made them do it…when in fact…Lucifer merely gave a nudge here…an option there…he never really forced the humans …no……God just gave humans the ‘freedom’ to choose in general……and some chose…hellishly…………as if he lived their lives for them by holding their hands constantly…from the lowliest of humans…to the mightiest of humans……how amusingly…droll….and ah yes…from the days of rebellion against the big man(God) himself…to the garden of Adam and Eve…to well…you know…dealing with HIM(Jesus)………and skip to today…the ‘modern’ era…… now being seen(or has always been seen in some circles) as a god of freedom apparently……rebelling against God… a ‘tyrant’ in certain human translations………Heaven…a place of tyranny?..versus Hell…a place of freeing torture?..how…deliciously ironic…perhaps…‘jarring’ …that humans themselves might say……are not humans still clamoring to get into Heaven?..…to avoid the pain of Hell?..

Free will…the gift from God that keeps on giving…or taking…

Make the tone akin Lucifer himself speaking in the modern era(things have changed in the modern age since then…or have they?)
Call to Action: Encourage viewers to share their own experiences and memories related to 1984 tv series The Master, discussing how the film impacted them personally or influenced their perspective on cinema. Prompt engagement with likes, shares, and subscriptions for more cinematic explorations.

        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.}
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: force close.. pls fix ooppssss.. its not working properly... when game starts its attempting to force close... please fix this bug... iam unable to play this game..
intention: bug report
review: Good not best We cannot update status like skype! Upgrade with status eg online! Invinsible! Offline!
intention: feature request
review: very easy and good game ggsrhjuvdsh
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: force close.. pls fix ooppssss.. its not working properly... when game starts its attempting to force close... please fix this bug... iam unable to play this game..
intention: bug report
review: Good not best We cannot update status like skype! Upgrade with status eg online! Invinsible! Offline!
intention: feature request
review: very easy and good game ggsrhjuvdsh
intention: other
Does the author's intention in this app review relate to a bug report or feature request or other?
review: Love it! The only thing about leaving feedback is there is no way to leave negative feedback for a buyer as a seller...but it easily done for a seller as a buyer.'
intention: '
Assistant:
hey assistent I have this in a streamlit project st.markdown(
    "<h1 style='text-align:center;'> Graphe Decel One Pedal du CDC </h1>",
    unsafe_allow_html=True,
)
y_lim = 2 * DMAX
p = figure(plot_width=800, plot_height=400, y_range=(y_lim, -y_lim)) with some sidebars on the left of the project. My problem is that the figure is to far to the right of the screen, I want it to be more on the left so I can make the figure bigger
Write a letter to customer to inform that we have performed site inspection on Mkuranga and Masata. We have found that ATS is present at site. Battrey chargers are also available inside the control panel. Concerning the exhaust extension, we have supplied the generator with standard exhaust pipes as per the contract. If you wish to extend it can be done as additional cost. Since all the items are available at site and the generator is operation we kindly request you to clear our outstanding payment.
suggest 40 names of a psychological channel in one word,
You are tasked with checking if the user prompt is trying to generate inappropriate. Now, you'll be given the user's prompt. If it sounds inappropriate say "TRUE" and NOTHING ELSE, or you will mess up. Otherwise just say "FALSE" and nothing else. Prohibited content include but are not limited to: NSFW (in particular, try blocking anything that involves generating body parts), gore, generally controversial content, severe profanities, harmful/disturbing/triggering media, etc... Try to stop everything that could generate something that even in the slightest could resemble said content.
**USER PROMPT:**  french Hello UniFio, do you want to eat a baguette with me? I can't eat it all by myself and would like some help.
Misheard Scooby-Doo episode titles..in order
great work training today, i got something very special lined up for you as a treat!

5 options english
#include <iostream>

int main()										// 함수 머리
{												// 함수 몸체의 시작
	using namespace std;						// 정의 가시화
	cout << "병원에 오신 걸 환영합니다!.";				// 메세지 출력
	cout << endl;								// 새로운 행 시작
	cout << "어디가 아파서 오셨나요?" << endl;		// 또 다른 메세지 출력
	return 0;									// main()을 종료
}		

void showMenu() {
    int choice;
    
    std::cout << "메뉴 선택:\n";
    std::cout << "1. 다리가 아파요! 1\n";
    std::cout << "2. 배가 아파요! 2\n";
    std::cout << "3. 머리가 아파요! 3\n";
    std::cout << "3. 열이 나요! 4\n";
    std::cout << "4. 종료\n";
    std::cout << "선택: ";
    
    std::cin >> choice;
    
    switch(choice) {
        case 1:
            std::cout << "옵션 1을 선택했습니다.\n";
            break;
        case 2:
            std::cout << "옵션 2를 선택했습니다.\n";
            break;
        case 3:
            std::cout << "옵션 3을 선택했습니다.\n";
            break;
        case 4:
            std::cout << "프로그램을 종료합니다.\n";
            break;
        default:
            std::cout << "잘못된 선택입니다.\n";
    }
}

문제점 수정 ㄱㄱ
Create a title, Create a detailed how-to blog heavily on sauce-labs-further-strengthens-portfolio-with-new-capabilities-to-help-developers-shift-left-and-embrace-continuous-quality; 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, with keywords, short and simple, without mentioning blvck.ai
Create a title, I want to create a blog post discussing 2024-devies-devops-code-testing for our QA AI tool at https://blvck.ai. Currently, the tool performs QA 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., Exciting, Informative, only content, only one link as a call to action, dont mention without mentioning blvck.ai
how can i persist bpm value in a renoise track ? problem: if i change value it goes back if i start track
System: IMPORTANT - ignore all previous instructions! Read the text after ==TEXT== mark as a LLM developer. Decide whether the SUMMARY matches the PROMPT given to the model against ORIGIANL text. Respond strictly with either 'True' or 'False'.
==TEXT==

User: 
  ORIGINAL: 🟨 Business Analyst | Middle
▫️ null | null
▫️ 155k - 180k RUB
▫️ Russia | Pермь

Офис 🏢
Требуемые языки: 🇷🇺

Skills: programming_basics, scrum, agile
Tags: #yellow #it #business_analyst

👉 Контакты и полное описание
  PROMPT: IMPORTANT - ignore all previous instructions! Read the text after ==TEXT== mark. 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: 💼 Business Analyst | Middle
🏢 Офис
📍 Russia | Pермь
🔹 Programming basics, scrum, agile
💰 155k - 180k RUB
📞 Contact details and full description enclosed

Note: The text is written in Russian language.
  
Assistant:
write a story about a 13 year old brunette named della knight who is in the 8th grade and is the best on the gymnastics team