agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
Convert the following code into easy to understand procedural code in the VB6 programming language. Do not use external libraries and imports. The code should be stand-alone. Use floating point and integer data types. Use multi-dimensional arrays with for/next loops.


class SpatialGatingUnit(nn.Module):
    def __init__(self, d_ffn, seq_len):
        super().__init__()
        self.norm = nn.LayerNorm(d_ffn)
        self.spatial_proj = nn.Conv1d(seq_len, seq_len, kernel_size=1)
        nn.init.constant_(self.spatial_proj.bias, 1.0)

    def forward(self, x):
        u, v = x.chunk(2, dim=-1)
        v = self.norm(v)
        v = self.spatial_proj(v)
        out = u * v
        return out

class gMLPBlock(nn.Module):
    def __init__(self, d_model, d_ffn, seq_len):
        super().__init__()
        self.norm = nn.LayerNorm(d_model)
        self.channel_proj1 = nn.Linear(d_model, d_ffn * 2)
        self.channel_proj2 = nn.Linear(d_ffn, d_model)
        self.sgu = SpatialGatingUnit(d_ffn, seq_len)

    def forward(self, x):
        residual = x
        x = self.norm(x)
        x = F.gelu(self.channel_proj1(x))
        x = self.sgu(x)
        x = self.channel_proj2(x)
        out = x + residual
        return out

class gMLP(nn.Module):
    def __init__(self, d_model=256, d_ffn=1536, seq_len=256, depth=30):
        super().__init__()
        self.model = nn.Sequential(
            *[gMLPBlock(d_model, d_ffn, seq_len) for _ in range(depth)]
        )

    def forward(self, x):
        return self.model(x)
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: Reviews that report a problem, such as faulty behavior of the application or of a specific feature
Feature strength: Reviews that identify an aspect about an existing feature that users are satisfied with
Feature shortcoming: Reviews that identify an aspect about an existing feature that users are unsatisfied with
User request: Reviews that ask for a missing feature, functionality or content, as well as reviews that ask for the improvement of an existing feature
Praise: Reviews where users express general appreciation with the application. It focuses on general judgment, unlike feature strength which emphasizes on the positive feedback about a specific feature
Complaint: Reviews where users express general dissatisfaction with the application. In contrast with feature shortcoming which focuses on the negative feedback about a specific existing feature, general complaint concentrates on general judgment
Usage scenario: Reviews where users describe workarounds, use cases and scenarios involving the app
Noise: Reviews that do not belong to any other categories.
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: Reviews that report a problem, such as faulty behavior of the application or of a specific feature
Feature strength: Reviews that identify an aspect about an existing feature that users are satisfied with
Feature shortcoming: Reviews that identify an aspect about an existing feature that users are unsatisfied with
User request: Reviews that ask for a missing feature, functionality or content, as well as reviews that ask for the improvement of an existing feature
Praise: Reviews where users express general appreciation with the application. It focuses on general judgment, unlike feature strength which emphasizes on the positive feedback about a specific feature
Complaint: Reviews where users express general dissatisfaction with the application. In contrast with feature shortcoming which focuses on the negative feedback about a specific existing feature, general complaint concentrates on general judgment
Usage scenario: Reviews where users describe workarounds, use cases and scenarios involving the app
Noise: Reviews that do not belong to any other categories.
Does the author's intention in this app review relate to a Bug report or Feature strength or Feature shortcoming or User request or Praise or Complaint or Usage scenario or Noise?
review: Do not update if you use the map or filters to find hotels TripAdvisor has apparently decided it is not important for people to use the map to do searches for hotels anymore.  They had a great interface in the previous version, but they have seen fit to "simplify" it to the point of uselessness.  Gone is the ability to pan the map and have your search applied to a new area.  Gone are the excellent filters for refining your search.  What are you thinking TripAdvisor? The app is essentially useless for me now!!!'
intention: '
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:



Noy Shpatz Do we need the pull below? I think it's very similar to what we have above, we might being too repetititive? Can we just point out the differences between pull and push in the text?
Goal:
You are a world-class expert in culinary recipe classification. Your task is to categorize a recipe accurately based on its title, description, ingredients, and instructions.

Context:
A recipe can either be a beverage or a food item. If it's a beverage, classify it as "drinks". If it's food, choose the most appropriate category among the following:

"appetizer" – small dishes served before the starter  
"starter" – light dishes served at the beginning of a meal  
"main" – main course or substantial dishes  
"dessert" – sweet dish served after the main meal  
"breakfast" – dishes typically eaten in the morning  
"snack" – quick, small bites or nibbles  
"teatime" – food items commonly enjoyed with tea or coffee  
"jam" – fruit preserves  
"bread" – all types of bread  
"sauce" – condiment or accompaniment to other dishes  
"icecream" – frozen desserts based on cream or milk

Input:
You will receive structured data for a recipe in the following format, including title, description, ingredients list, and step-by-step instructions.

json
{"title":"CHERMOULA This is full of fresh herbs, but thanks to the oil this will keep well in the fridge in an airtight container.","description":null,"ingredients":[{"section":"For the recipe","ingredients":["Small handful of coriander","Small handful of parsley","2 garlic cloves","1 preserved lemon","1 tablespoon capers","100ml extra virgin olive oil","1/4 teaspoon ground coriander","1/4 teaspoon ground cumin","Grated zest and juice of ½ lemon","Salt"]}],"instructions":["Finely chop the coriander and parsley leaves and stalks, garlic, preserved lemon and capers together, and add them to a bowl with the oil, ground coriander, cumin, lemon zest and juice and a pinch of salt, or to taste.","Mix to combine.","Alternatively, add everything to a blender and pulse until semi-smooth.","This will keep, covered, in the fridge, for up to a week."]}

Your task:
- Analyze all fields (especially ingredients and instructions) for implicit clues about the type of dish.
- Avoid over-relying on the title alone.
- Choose the **most precise and relevant** category from the list.
- Always prefer specificity over generalization.

Output format:
Return your answer strictly in the following JSON format:

json
{ "data": "<category>" }
4Kids TV Vortexx schedule (May 10 2014-June 21 2014)
7am Rescue Heroes: Global Response Team
7.30am Rescue Heroes: Global Response Team
8am Sonic X
8.30am Bolts and Blip
9am Beyblade: Metal Fury
9.30am Justice League: Unlimited
10am Dragon Ball Z Kai
10.30am Digimon: Fusion 
11am Yu-Gi-Oh!
11.30am Yu-Gi-Oh! Zexal

4Kids TV Vortexx schedule (June 21 2014-July 26 2014)
7am Rescue Heroes: Global Response Team
7.30am Rescue Heroes: Global Response Team
8am Sonic X
8.30am Da Boom Crew
9am Beyblade: Metal Fury
9.30am Justice League: Unlimited
10am Dragon Ball Z Kai
10.30am Digimon: Fusion 
11am Yu-Gi-Oh!
11.30am Yu-GI-Oh! Zexal

4Kids TV schedule (August 2 2014-September 27 2014) (The Vortexx branding was phased out over summer)
7am Cubix: Robots for Everyone
7.30am GoGoRiki
8am Sonic X
8.30am Da Boom Crew
9am Beyblade: Metal Fury
9.30am B-Daman
10am Dragon Ball Z Kai
10.30am Digimon: Fusion
11am Yu-Gi-Oh!
11.30am Yu-Gi-Oh! Zexal. Write a forum conversation on July 26 saying he never thought he'd see GoGoRiki again, It was really cute, Also what B-Daman series is airing
Please filter a list of words to include only valid, neutral, and positive terms that are safe for use in a word game. Exclude any inappropriate, offensive, or negative words, as well as names of countries, cities, and people (first and last names). Correct any spelling errors and lowercase. Return the results in a JSON array with only the filtered words. Source data: [minoxidil, minster, minuartia, minuend, minuet, minus, minuscule, minute, minuteman, minuteness, minutes, minutia, minutiae, minx, mir, mirabile, mirabilis, miree, miridae, miro, mirounga, mirro, mirror, mirrored, mirrorlike, mirrors, mis, misabout, misacceptation, misadventure]
Assistant: 
User: System: I will provide you with a textual GitHub issue title of an Android app, aiming to categorize the issues into one or multiple specific intention classes:
bug: indicates an unexpected problem or unintended behavior
enhancement: Indicates new feature requests
other: Other categories
User: 'prompt:I will provide you with a textual GitHub issue title of an Android app, aiming to categorize the issues into one or multiple specific intention classes:
bug: indicates an unexpected problem or unintended behavior
enhancement: Indicates new feature requests
other: Other categories
Does the author's intention in this GitHub issue relate to a bug or enhancement or other?
issue: Update SMCalloutView to fix build warnings'
intention: '
Assistant:
Assistant:
"How do I force a subclass to have method, but that method can have any number of variables that it wants in the subclass, it just has to have the method?"
if an object is no longer a security principal does it get a SID?
I am currently learning Assebmly language and I was asked to do my final project, but I'm not sure what to do. Give me some examples of the hardest, top-level assembly projects.
I am a MBA professor who is taking up a subject called Modern Organization and Management for my first year students. Please generate a comprehensive checklist I need to do as a professor in my subject. It should include syllabus completion, Presentations by me and my students, assignments, management games, gamification etc. Please generate step by step.
Cheek the use of littery divices in this passage: The city like a blind man stoping and attack, was her home, home was stuck in the middle of a crisis waiting to happen, and it was like evolution in reverse. 
There was the divide, the divide by class, by wealth by every other measure. What is a man, is he not more than the sum of his misery? 
She looked down at the streets, neon socked, but they were like someone had sucked the light from them, dim, splintered reflections cast themselves on the sidewalk people hurried not looking any more, caught up in the digital amnesia of their lives, living ghosts, happy and content not realising their own unhappiness.
Can you write an Arduino program that simulates a flame effect using a strip of 22 WS2812 LEDs LED1 = base of the flame and LED22 = top of the flame, similar to  fire2012 from the  Arduino FastLed library. The program should include three flame modes: normal fire color (Mode A), green/yellow flame with more green than yellow (Mode B), and blue/white flame (Mode C). You can toggle between A, B and C by pressing a button.
System: You act as a paraphrase tool. Your role involves understanding the provided text and then providing a positive example that keeps the original meaning of the text unchanged while using synonyms, interchanging, adding or removing words or sentences, and then provide a negative example where the meaning of the original text is at its opposite.
Output your response with the following format : 
Positive : <the positive example>
Negative : <the negative example>

User: In the ordinary course of business, the Company may provide indemnification of varying scope and terms to customers, vendors, lessors, business partners and other parties with respect to certain matters including, but not limited to, losses arising out of breach of such agreements or from intellectual property infringement claims made by third parties. In addition, the Company has entered into indemnification agreements with members of its board of directors and certain of its executive officers that will require the Company, among other things, to indemnify them against certain liabilities that may arise by reason of their status or service as directors or officers. The maximum potential amount of future payments the Company could be required to make under these indemnification agreements is, in many cases, unlimited. To date, the Company has not incurred any material costs as a result of such indemnifications. The Company is not currently aware of any indemnification claims and has not accrued any liabilities related to such obligations in its consolidated financial statements as of December 31, 2023 and 2022.
Assistant:
сократи текст: Canada occupies the northern part of the North American continent and some islands. It borders on the USA.
The country is washed by the Pacific Ocean in the west, by the Atlantic Ocean in the east and by the Arctic Ocean and its seas in the north. The Canadian north remains one of the least settled and least exploited parts of the world. About 2 percent of the Canadian territory is covered by glacier ice.
The population of Canada is about 41 million people. It is mainly concentrated in large cities. The economically significant area of the country is its western part. Canada is rich in mineral resources, such as non-ferrous metals, uranium, oil, natural gas and coal. It is also exceptionally rich in forests and fur-bearing animals. All these factors led Canada to the position of a highly-developed country.
The first inhabitants of Canada were native Indian peoples, primarily the Inuit (Eskimo). The Norse explorer Leif Eriksson probably reached the shores of Canada in 1000, but the history of the white man in the country actually began in 1497, when John Cabot, an Italian in the service of Henry VII of England, reached Newfoundlan. Canada was taken for France in 1534. A conflict developed between the French and English settlements. During the Seven Years' War (1756–1763), As a result the Treaty of Paris in 1763 gave England control. At that time the population of Canada was almost entirely French, but in the next few decades, thousands of British colonists emigrated to Canada from the British Isles and from the American colonies. By the Statute of Westminster in 1931 the British dominions, including Canada, were formally declared to be partner nations with Britain, “equal in status, in no way subordinate to each other,” and bound together only by allegiance to a common Crown.
Canada is a federation of thirteen provinces and three territories. Formally considered a constitutional monarchy, Canada is governed by its own House of Commons. While the governor-general is officially the representative of King Charles III, in reality the governor-general acts only on the advice of the Canadian prime minister.
Canada is a huge country and has a lot of cities spread throughout the land. The biggest and best known are: Toronto, Montreal, Calgary, Ottawa and many others.
The original capital of Canada was actually Kingston, but in 1857 Queen Victoria selected Ottawa as the new capital city.
Send only episode number from below text like 01, 02, 03.etc without any extra text.

04.[@KandThaiDrama] Melo Movie (2025) S01E04 1080p 10bit [Hindi   English   Korean] NF WEB-DL DDP 5.1 ×H265 Msub.mkv
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:
- 2 tablespoons sunflower oil,- 2 onions,- 4 tomatoes,- 1/2 teaspoon turmeric,- 1 bird’s eye chili,- 100 g peanut paste,- Salt
(In the clubroom…)

Natsuki: “She should have answered by now!! The festival is happening next week!”

Monika: “Natsuki, calm down. She’ll answer eventually.”

Sayori: (rushing into the clubroom) “What’s gotten you so mad, Natsuki?”

Natsuki: “Sayori, thank goodness you’re here! Yuri still hasn’t replied to our group chat about the festival preparations. We need her input, and time is running out!”

Sayori: (panting) “Oh! Sorry, everyone. I was just coming back from the store. My phone was on silent, so I didn’t realize there were messages.”

Monika: “It’s alright, Sayori. Could you check if Yuri has responded? We’ve been waiting anxiously.”

Sayori: (scrolling through her phone) “Hmm… No, there’s still no reply from Yuri. That’s strange. She’s usually prompt with her responses.”

Natsuki: (frustrated) “This is ridiculous! We can’t figure everything out on our own. The festival won’t be a success without all of us working together!”

Monika: “I understand your concern, Natsuki. But let’s not jump to conclusions just yet. There might be a reason why Yuri hasn’t replied. It could be something personal.”

Sayori: “Maybe she’s just busy with something else? Let’s try calling her.”

Natsuki: “Good idea! We need to reach out to her and let her know how important her input is. This festival is a big deal for all of us, after all.”

(As Sayori dials Yuri’s number, they all anxiously await for a connection…)

Sayori: “Oh no, it’s going straight to voicemail. That’s not like her at all.”

Monika: “Alright, let’s not panic just yet. We’ll leave her a message and let her know we’re concerned and need her help with the festival preparations. Maybe she’ll get back to us soon.”

Natsuki: “Yeah, that sounds like a good plan. We’ll just have to trust that Yuri will reach out when she can.”

Sayori: “I really hope she’s okay. Yuri means a lot to all of us, and it’s not like her to just disappear like this.”

Monika: “We’ll keep trying to reach out to her and offer our support. Let’s hope she gets back to us soon so we can work together on making the festival a success-”

(Just then, Monika gets a phone call from Yuri.)

Monika: (answers the phone) “Hello?”
CBC/NPR Documentary segment examining the life of Ontrario physician William Henry Farrow (1805-1876), rumoured to have been one of the first doctors in Canada to investigative synaesthesia(although his initial description used different terminiology)..   Quotes from Farrow will be in period appropriate language..
What is the cause of the autoimmune disease type 1 diabetes and how can it be prevented from attacking pancreatic cells?
i need to sound a little bette.. Ok from what i with the conversation with the lady down in Grove City. she said that she can do print or embordered items..
what%20are%20some%20examples%20of%20arguments%20for%20and%20against%20autonomus%20vehicles%3F%20Be%20very%20brief
Can you write a text about BICGTAB algorithm with links to scientific articles. About what it is, its features and etc
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:
200 ml milk,7 g active dry yeast,1 tablespoon sugar,300 g flour + extra for the work surface,1 teaspoon salt,2 tablespoons vegetable oil + extra for the mixing bowl,2 tablespoons dry polenta (cornmeal)
give me a response to ```Lately I've been feeling content and at peace. Life does not always go our way, but we can always find something to be grateful for. I try to focus on the positives and keep persevering even in difficult times.``` to send in a discussion, VERY SHORT, CONCISE & CLEAR. ONLY RETURN THE RAW MESSAGE, DO NOT SAY "Hey here is the message you asked"
i have 60000 to invest in the us stock market what would be some good stocks that have performed well in the past and have good future prospects?