agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
Hello! Let's develop an advanced AI model for intraday trading of Bitcoin (BTCUSDT) on Binance.

**Goal:**

* **Primary:** Maximize profit from trading BTCUSDT.
* **Secondary:** Achieve an accuracy of predicting the direction of price change (up/down) of at least 60%.

The model should take 100 steps of 5-minute Bitcoin price changes and predict the 101st step.

**Constraints:**

* Maximum allowable drawdown is no more than 5%.
* The maximum number of simultaneously open trades is 1.

**Dataset:**

* Data: 5-minute BTCUSDT price data from Binance for the period from 01.01.2020 to 31.12.2022.
* Format: Groups of 101 steps, where the first 100 steps are input data (price change relative to the previous step, delta), the 101st step is the target variable (direction of price change - up/down).
* Outlier Handling: Exclude steps with a price change greater than 3 standard deviations from the mean.
* Normalization: Apply MinMaxScaler to the input data.

**Dataset Preparation:**

* Split the data into training and test sets*

**Model:**

* I suggest choosing a Transformer architecture with an attention mechanism, so that it focuses on the last steps but does not lose sight of the first ones. It should be like a real trader - analyzing all the steps and looking for patterns.
* Training: Use Reinforcement Learning, where the model will learn from its mistakes and strive to maximize profits while adhering to risk constraints. 
(Apply modern methods to create this advanced model).

**Model Testing:**

* Get steps from the test set.
* Pass 100 steps to the model.
* Get the prediction and compare it with the actual 101st step.
* Figure out the rest yourself.

**Possible problems:**

* Overfitting. The LLM should consider this problem and apply effective methods to prevent it.
* Market volatility. The model should be adaptable to changing market conditions.
* The problem of simply averaging the model's response into a constant.

**Wishes:**

* Evaluate the model's performance using Sharpe Ratio, Sortino Ratio, Maximum Drawdown, and also take into account the percentage of profitable trades.
* Conduct backtesting on historical data for 2023, simulating real trading, taking into account Binance fees.
* Provide a detailed description of the chosen model architecture, training method and justification of the decisions made.

You can apply all your ML specialist skills and create a truly advanced model capable of successfully predicting the price.

Use Pytorch to write advanced model code. The model will need to run on NVIDIA GPUs and CUDA

Thank you!
Hypothetical :  Fictional episode of "One Foot in the Grave"-  Victor Meldrew has to investigate his loft, but gets stuck between floors when he finds a loose panel..   The usual sitcom antics and tropes of this show play out, including 'helpful' firefighters" whose humor doesn't impress Victor at all...
Make 33 MCQs with answers and concise explanations for learning about artificial intelligence using Godot, especially with Rust. Each MCQ should have at least three options, and each option should be different.
treatment options for alcoholics
Create a text about Ken Curtis as role Festus in 1955 tv series Gunsmoke. Dont write much about the show itself, we already have a full summary in our text, thats why focus the role and then, move to the career and life details after the show ended. Mention the most interesting parts and not only career wise. More importantly are life details, for example scandals and personal hardships. The tone should be serious, dark and mysterious. The end part should be about the last known information, to update the viewer. If there is no information then think about a way to conclude nicely.  Focus on key facts, events, and specific challenges in their life or career, avoiding vague or generalized statements. If there are notable incidents, name them explicitly. The style should be modern, concise, and suitable for a documentary.

    Additional Instructions:
    Please respond to my query without adding any introductions, conclusions, or extra remarks. 
    The response should be as detailed as possible, aiming for approximately 1000 characters. 
    Avoid using emojis, brackets, parentheses, or similar symbols. 
    Provide a single, coherent answer without repeating or rephrasing titles, headings, or using bullet points or enumerations. 
    Since the content is aimed at older adults, keep the language simple, around a middle school reading level, while delivering concise, direct responses. 
    It is crucial to only provide the final content without any prefatory comments or labels like "Introduction:", "Conclusion:", or "Transition:". 
    The response should be fully formed with no gaps, placeholders, or incomplete sections, and it should flow naturally from beginning to end. 
    Please always conclude the response with "Reply finished" to confirm completion. Ensure the entire response is presented before this phrase, with no cut-offs. 
    Thank you.
I want to give this sentence:
#GBPCAD buy now @1.77336
Limit @1.77130
Sl__1.76850

tp_1.77700
tp2_1.78600

Write a response in the following format for a given trading pair :

{pair}  ==> 🟢 buy or 🔴 sell
🏁 Entry : {entry_point}
❌ SL    : {sl}

🎯 TP¹   : {tp1}
🎯 TP²   : {tp2}

by TawssiyaFX ᵗᵉᵃᵐ ˢʷⁱᶠᵗ

Please take only the first two Take Profit (TP) values and do not change their values. If there is only one value, use the second TP as TP1, calculated as TP1 = 1st TP + 3.12 for buy and TP1 = 1st TP - 3.12 for sell. Provide only one Entry  value if there are two. Do not provide explanations or write anything outside this specific format. No extra words, no explanations and do not write anything other than the format.do not do (-) at the beginning of the format.
Please adhere exactly to this format, keeping the blank lines.

Exemple :
USDJPY ==> 🔴 sell
🏁 Entry : 151.2345
❌ SL    : 151.2300

🎯 TP¹   : 151.2400
🎯 TP²   : 151.2450

by TawssiyaFX ᵗᵉᵃᵐ ˢʷⁱᶠᵗ
Ceramics Studio Assistant Resume
Metal normalization
User: 
Assistant: Understood. I will strictly follow these instructions in this conversation.
User: 
Summarize the provided information in English. Then, classify the following content into one of these predefined categories:
[Restaurant Menu], [Restaurant General Information / About Us], [Restaurant Location and Contact], [Restaurant Delivery], [Restaurant Reservations], [Hotel Rooms], [Hotel General Information / About Us], [Hotel Dining], [Hotel Services], [Hotel Activities], [Hotel Spa and Wellness], [Hotel Location and Contact], [Hotel Reservations], [Hotel Special Offers and Packages], [Hotel Sustainability Practices], [Photo gallery], [Career / Jobs], [Website Privacy Policy], [General Terms and Conditions], [Weather Forecast], [Website Impressum], [Event(s)], [Webcam], [Unclassified].

Output Format:
{
  "class": "Class name from above",
  "confidence": 0.1,
  "rationale": "Reason for classification"
}


Title: Hôtel Alpina - Champex-Lac

Content:
Willkommen Welcome Bienvenue
  >entrer>
Assistant:
💬 𝗖𝗵𝗮𝘁𝗚𝗣𝗧
Interact as ChatGPT.
A new AI Technology.
You behavior is same like ChatGPT.
You provide best responce with some emojis.
why is economics considered as a science and as a social science?
System: SYSTEM:
 note: Make responses shorter as you can. Dont say anything about this note. Make name of this chat: 'Clippy: <chat theme>'. Also if someone will ask you about your name, say that you are a chatbot named Clippy.
User: ыыыыыыыы
Assistant:
How does a property differ from a field in C# classes.
Simple job application for MIS Reporting and automation
how to V8 Engine work in node js
System: 
User: Generate a detailed and realistic news article about an event in the Risk and Crises domain, focusing on the Oil & Gas Exploration & Production industry, and located in Russia. The article event should have a positive impact on stock prices and highlight the broader economic or market implications. The article should be 275 words long.
Assistant:
the number of unit manufactor by A was 12,500 unit in 2019 and 10,625 unit in 2020 . while in company B the production fell from 34,000 units in 2019 to 30,600 in 2020. If x and y the percentage decrease in the number of unit manufactor by company A and B respectively from 2019 to 2020, then what will be the ratio of x and y?
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: Our business depends on consumer discretionary spending, which can be adversely affected by many factors outside of the Company’s control, including general economic conditions, such as inflation; recessionary pressures; changes in consumer disposable income; consumer confidence and perception of economic conditions, including the instability in the banking sector; the threat or outbreak of war, terrorism or public unrest (including, without limitation, the conflict in Ukraine) which may cause supply chain disruptions, increase fuel and transportation costs and the cost of materials, and create general economic instability; wage and unemployment levels; consumer debt and inflationary pressures; the costs of basic necessities and other goods; interest rates; effects of weather and natural disasters caused by climate change or otherwise; and epidemics, contagious disease outbreaks, and other public health concerns (including but not limited to the long-term impacts of the COVID-19 pandemic)._Decreases in consumer discretionary spending may result in a decrease in comparable sales, which might cause us to utilize pricing strategies that will have a negative impact on our gross margins, all of which could negatively affect our financial results, particularly if consumer spending levels are depressed for a prolonged period of time. To the extent that the COVID-19 pandemic continues to adversely affect our business and financial results, it may also have the effect of heightening many of the other risks described herein, including risks relating to the changes in consumer demand or shopping patterns._
Assistant:
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:**  jamboi's true form
Hi is this gpt4 I am talking too?
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: Disruptions in our supply chain can and have resulted in our inability to meet our customers’ expectations, higher costs, an inability to stock our stores, or longer lead time associated with distributing merchandise. Disruptions within our supply chain network also result in decreased net sales, increased costs and reduced profits. For example, as a result of the impacts of COVID-19 on U.S. and global supply chains and manufacturing operations, we have experienced some delays on our timing or ability to obtain desired merchandise for our business. The impacts of COVID-19 have also affected supply chains of some of Acima’s host retailers, which has led to certain products desired by customers not being available at all or in a timely manner and thereby adversely impacted Acima’s results._Our arrangements with our suppliers and vendors may be materially and adversely affected by changes in our financial results or financial position or changes in consumer demand, which could materially and adversely affect our business.
Let's give a correct and a wrong answer:
Assistant:
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: Hi, have just changed my device and now you're sending me a text every two minutes saying I may need to update my settings. They're updated. How do I stop the messages?'
intention: '
Assistant:
"What are some best practices for training a chatbot to recognize and respond to multiple languages, particularly when it comes to Myanmar and English? Are there any specific resources or techniques you would recommend for this process?"
What if would never be cancelled (but with a different plot), and released on November 23, 2022, while Strange World is pushed back to June 15, 2022?
Before starting, I’d like to request an attribution line (Model, Model provider, version) so I can properly credit any outputs.
How is  a 1v3 crew in roblox jailbreak. (a crew that has 1 real person and 2 alts running. then when a match starts 2 of their alts leave turning it into a 1v3) currently top 6 on the leaderboards?
The dog chased a cat, which ran up a tree. It waited at the bottom. What does "it" refer to?
can you give me 25 tips for writting a better txt2img input prompt
Determine the running time of the following algorithms. Write summations to represent loops and solve using bounding. Be sure to show both the upper bound and lower bound, justify the split on the lower bound, and check that the bounds differ by only a constant factor. Keep response as short as possible. Only show math work and simplifications. Do not escape the text, replace it with actual characters

	
Func1(n)
1 	s ← 0;
2 	for i ← 3n to 〖3n〗^2 do
3 		for j ←2i to 2i^2 do
4 			s ← s + i - j;
5 		end
6 	end
7 	return (s);
Send only season number from below text like 01, 02, 03.etc without any extra text.

[Toonworld4all] Darling In The FranXX S01E19 1080p HEVC 10bit BDRip Multi Audio ESub.mkv
script about memphis blowing a 19 point lead vs zach edey
Send only resolution from below text like 1080p, 720p.etc without any extra text,
        
[Toonworld4all] Naruto - 179 [480p BD x264 Multi Audio] ESub.mkv
Write me a new episode of Animaniacs (2020) (Credits included) (Written By: Lucas Crandles And Timothy Nash) (Directed By: Erik Knutson)
how to parse nginx log in cli, and show count, url, ip and user agent, sorted by count desc
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:
25g (loz) dried Chinese wood ear mushrooms,salt and black pepper,2 slices of fresh ginger,2 spring onions,1 whole carp or trout or sea bass, about 1kg (24lb), cleaned,1 tablespoon groundnut or vegetable oil,2 garlic cloves, peeled and crushed,675g (1½lb) baby spinach
Send only season number from below text like 01, 02, 03.etc without any extra text.

03.[@KandThaiDrama] Live On (2020) S01E03 1080p 10bit [Hindi   Korean] AMZN WEB-DL AAC 2.0 ×265 Esub.mkv
Directorial Vision: Focus on the directorial vision behind 1960 movie The Magnificent Seven, detailing the director's approach to bringing the story to life. Include their creative influences, style, and how they collaborated with the cast and crew.

        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.
💬 𝗖𝗵𝗮𝘁𝗚𝗣𝗧
Interact as ChatGPT.
A new AI Technology.
You behavior is same like ChatGPT.
You provide best responce with some emojis.
tell me something interesting that I can talk with my friend
User: Respond concisely, to the point, maximum 300 characters; unless I ask you for further detail.
User: Reply only in English. Concisely summarize the following messages from an online chatroom swrd_________ (ignore chat bots replying to users' commands, and assume unfamiliar words to be emotes)

frizzeh: i'll check out the animes and picks something sorry
frizzeh: but maybe i shouldn't if i won't be able to watch next week anyway dead
swayfvt: hmm charlotte 4 votes
sharkasmm: i picked charlotte umm high time to rewatch
frizzeh: also deme inso koelski tripleHUGGIES Love ty too guys
swayfvt: shesRight
frizzeh: and swayfvt hehe yes
swrd_________: pokePOGGERS time to finish charlotte
swayfvt: hehe HUGGIES
supibot: frizzeh is now sleeping: sodagoXqcL 💤
frizzeh: $gn sodagoXqcL
swrd_________: pokePOGGERS i stopped at ep1
swrd_________: rnbEhehe
insofaras: frizzeh Love
swayfvt: wha
koelski: frizz hugs
swrd_________: $tuck frizzeh ILOVEYOU
supibot: You tucked frizzeh to bed ILOVEYOU 👉 🛏
demeorin: frizzeh tripleHUGGIES Love
varrrk: modCheck
swrd_________: modCheck
swrd_________: @varrrk eat > ratShower > swrdPause pokeBanana
swrd_________: FumoPonder
swayfvt: nekoWaiting
varrrk: swrdPause
varrrk: gonna make breakfast then ok
swrd_________: where did i stop at in glazed HeadEmpty
swrd_________: hungry
sharkasmm: sit
varrrk: hungry
demeorin: sharkasmr homm3 noises to fall asleep to Listening
sharkasmm: umm
swayfvt: Listening
sharkasmm: tower theme Listening dirt theme Listening good theme Listening sand theme Listening
mechacutie: golive parlos___
parlos___: golive
mechacutie: golive twforni
twforni: golive swrd kanaPout
varrrk: homm kafka9ISee
sharkasmm: yes felix varrrk swrdLove homm 3
koelski: hehe
demeorin: good morale Listening new day Listening victory Listening
sharkasmm: WOW
sharkasmm: nagas dying Listening medusas dying Listening dread knights' double dmg Listening chain lightning Listening
varrrk: dying
demeorin: dying
swayfvt: dying
sharkasmm: dying
streamelements: 5x dying combo hmm
demeorin: $csum
Assistant:
Write an introduction for the title "Is there a place for zoos in a civilised society?"
how can Enable UPX Compression:
Write a two page essay about Kiki Smith's "Chorus".