agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
**Task:** Write a Triton kernel for implementing the Group GEMM operation.

**Requirements:**

1. **Functionality:** Group GEMM allows executing multiple independent GEMM operations simultaneously in a single GPU kernel launch. Mathematically, it can be represented as a set of operations {C_i = α_i * A_i * B_i + β_i * C_i | i = 1, ..., n}, where each operation i can have different matrix dimensions, strides, and scaling factors (α_i and β_i), all computed concurrently on the GPU.
2. **Data Types:** The kernel should support float32, float16, and bfloat16 data types for the input matrices A, B, and C.
3. **Problem Sizes:** The kernel should be able to handle arbitrary problem sizes (matrix dimensions).
4. **Verification:** Include a Python function to verify the correctness of the Triton kernel implementation by comparing its output with PyTorch's built-in operators, using `torch.allclose` with tolerances `atol=1e-2` and `rtol=1e-2`.
5. **Test Cases:** To ensure the implementation is completely accurate, you should use the following test cases:

```python
group_m = [1024, 512, 256, 128]
group_n = [1024, 512, 256, 128]
group_k = [1024, 512, 256, 128]
group_A = []
group_B = []
assert len(group_m) == len(group_n)
assert len(group_n) == len(group_k)
group_size = len(group_m)
for i in range(group_size):
    M = group_m[i]
    N = group_n[i]
    K = group_k[i]
    A = torch.rand((M, K), device="cuda", dtype=torch.float16)
    B = torch.rand((K, N), device="cuda", dtype=torch.float16)
    group_A.append(A)
    group_B.append(B)

tri_out = group_gemm_fn(group_A, group_B)
ref_out = [torch.matmul(a, b) for a, b in zip(group_A, group_B)]

@triton.jit
def grouped_matmul_kernel(
    # device tensor of matrices pointers
    group_a_ptrs,
    group_b_ptrs,
    group_c_ptrs,
    # device tensor of gemm sizes. its shape is [group_size, 3]
    # dim 0 is group_size, dim 1 is the values of <M, N, K> of each gemm
    group_gemm_sizes,
    # device tensor of leading dimension sizes. its shape is [group_size, 3]
    # dim 0 is group_size, dim 1 is the values of <lda, ldb, ldc> of each gemm
    g_lds,
    # number of gemms
    group_size,
    # number of virtual SM
    NUM_SM: tl.constexpr,
    # tile sizes
    BLOCK_SIZE_M: tl.constexpr,
    BLOCK_SIZE_N: tl.constexpr,
    BLOCK_SIZE_K: tl.constexpr,
):
    tile_idx = tl.program_id(0)
    last_problem_end = 0
    for g in range(group_size):
        # get the gemm size of the current problem
```

Please continue the Triton kernel implementation. You should call the kernel only once, instead of calling it multiple times for each group.
To implement group gemm kernel please launches a fixed number of CTA to compute a group of gemms. The scheduling is static and we do it on device. 
Please focus on FP16 as test case data type.
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: We are subject to tax laws in the U.S. and numerous foreign jurisdictions. The U.S. and many international legislative and regulatory bodies continually propose and enact legislation that could significantly impact how U.S. multinational corporations are taxed. In the U.S., the proposed legislation in the Build Back Better Act would impose a 15% minimum tax on corporate book income for corporations with profits over $1 billion, change the Global Intangible Low-Taxed Income (GILTI) regime, reduce the deduction for Foreign-Derived Intangible Income (FDII), and create a new limitation on interest deductions as well as other corporate tax reform. Due to the large scale of our U.S. and international business activities, many of these proposed changes, if enacted into law, could have an adverse impact on our worldwide effective tax rate, income tax expense and cash flows.
Let's give a correct and a wrong answer:
Assistant:
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: Lending-related income is an important component of our net interest income and is a main driver of our results of operations. Total loans, net of deferred origination fees and allowance for credit losses, were $4.35 billion as of December 31, 2023 compared to $4.06 billion as of December 31, 2022. Within our commercial loan portfolio, our primary focus has been on C&I, multifamily and CRE lending. Within our retail loan portfolio, our primary focus has been on residential one-to-four family (1st lien) mortgages and residential solar loans. We intend to focus any organic growth in our loan portfolio on these lending areas as part of our strategic plan. We actively purchase loans from other originating institutions that we believe provide attractive risk-adjusted returns or for CRA purposes. Over the last two years we have made the following loan purchases: •In 2023, we purchased $39.2 million of residential solar loans, $13.7 million of residential mortgages, $1.7 million of commercial loans that are unconditionally guaranteed by the U.S. Government, $2.1 million of consumer home improvement loans and $10.8 million of commercial energy efficient loans. •In 2022, we purchased $196.4 million of residential solar loans, $122.1 million of residential mortgages, $34.9 million of commercial loans that are unconditionally guaranteed by the U.S. Government, $32.2 million of consumer home improvement loans and $11.2 million of commercial energy efficient loans.
Assistant:
Translate the text to Senegal :
Pourrais-tu récupérer les coordonnées de l'adresse "Lac Rose" au Sénégal ?.

                    Please only output the translation result. Do not output anything else.

                    You response:
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 kg of cardoons,4 lemons,2 tbsp olive oil,1 medium onion,3 anchovy fillets,130 g all-purpose flour,500 ml milk,1 truffle of 30 g, brushed,pepper
Goal
   Objectif est d'identifier l'origine d'une recette de cuisine et de retourner un code correspondant dans un format JSON structuré.

    1. Recherche d’un pays mentionné dans la recette et extraction de son code ISO 3166-1 alpha-2.
    2. Détermination de l’origine culinaire du pays si aucun pays n'est explicitement mentionné.
    3. Identification d’un continent si aucun pays ne peut être déterminé.
    4. Retour du code WWW si l’origine ne peut être définie.

    Return Format
    Renvoies un objet JSON structuré comme suit :
    json
    {
        "data": "<code>"
    }
    - Si un pays est mentionné, utilise son code ISO 3166-1 alpha-2 (ex. : FR pour la France).
    - Si aucun pays n'est trouvé, renvoie un code de continent parmi :
        WAF (Afrique)
        WAS (Asie)
        WEU (Europe)
        WNA (Amérique du Nord)
        WSA (Amérique du Sud)
        WOC (Océanie)
    - Si aucune information ne permet de déterminer une origine, renvoie WWW.

    Warnings
    - Respecte l’ordre de priorité : pays → continent → code WWW.
    - Le code ISO 3166-1 alpha-2 doit être exact et valide si un pays est identifié.
    - Le format du JSON doit être strictement respecté et bien formatté.
    - Ne fais aucune supposition infondée sur l’origine de la recette.

    Context Dump
    Données de la recette fournies :

    json
    {
  "title": "Breakfast Burger",
  "description": null,
  "subtitle": null,
  "ingredients": [
    {
      "section": "For the recipe",
      "ingredients": [
        "sausages",
        "smoked bacon",
        "bagels",
        "tomatoes",
        "cheese",
        "3 herby butcher's sausages",
        "75g smoked streaky bacon",
        "oil",
        "a couple of bagels",
        "a couple of slices of large, ripe tomato",
        "a few slices of interesting cheese"
      ]
    }
  ],
  "instructions": [
    "Slit the skin of 3 herby butcher's sausages, remove the meat and put it into a mixing bowl.",
    "Chop 75g smoked streaky bacon, mix it with the sausage, check the seasoning, then roll into two plump patties.",
    "Using a non-stick pan covered with a lid, cook the burgers in a little oil, over a low to moderate heat.",
    "Turn each burger several times during cooking, until they have developed a sticky, almost Marmite-like exterior.",
    "Split and toast a couple of bagels, place a couple of slices of large, ripe tomato and the burgers on the bottom halves, add a few slices of interesting cheese and briefly place under a hot grill till the cheese has melted.",
    "Top with the other half of the bagels."
  ],
  "author": null
}
make a photo of a girl
Goal :
    Générer une suggestion détaillée et visuellement attrayante pour la présentation finale d'un plat, basée sur le titre, les ingrédients et les instructions de cuisine. Cette description servira à créer une image du plat.


    Return Format :
    Renvoies un objet JSON respectant strictement cette structure :
    json
    {
        "data": <description>
    },
    - description doit être un prompt dans le but de générer une image et écrit en anglais.


    Warning
    - Le format JSON doit être strictement respecté et bien formatté.
    - Ne renvoie que le JSON, sans explication.


     Context Dump
    Données de la recette fournies :

    json
    {"title":"Cherry vanilla jam A delicious jam made with cherries and vanilla","ingredients":"For the recipe : cherries, pitted and chopped,sugar,vanilla bean,vanilla extract,fresh lemon juice","instructions":"Combine the cherries and sugar in a medium non-reactive saucepan. Let it sit for an hour, or until the sugar is partially dissolved.\nIf you are canning, begin boiling the jars to be used and follow the steps for canning.\nAdd the vanilla to the cherries and bring to a boil over medium-high heat for 15 minutes, stirring occasionally.\nIf using vanilla beans, remove them and discard. Add the lemon juice. Boil for an additional 3 to 5 minutes, stirring frequently, until the mixture reaches 220°F (105°C).\nIf you are canning, fill the jars, leaving 4 inches (6.5 mm) of headspace, and process them in a water bath for 10 minutes. Otherwise, allow the jam to cool completely before refrigerating or freezing in airtight containers.\nRefrigerate for up to 3 weeks or freeze for up to a year, and thaw in the refrigerator.","region":"WNA"}
Create a detailed how-to blog heavily on testbash-online-2020; 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, Productive, Informative, only content, dont mention the text "title", dont mention the text "call to actions", no prefix content from chagpt, markup format
What free AI's can read images?
System: You are an expert at using APIs as tools, and you are an expert in multilingual countries. I will give you a task and api info you will use the API to complete it.
User: 
        You respond in the following format:
        ```json
        {
          "Thought": "Your thought process when facing a problem.",
          "Action": "The API you chose and its parameter information. For example api_name(parameter_1="",parameter_2="")",
        }
        ```

        The API information is as follows:
        {'country': 'Senegal', 'api_name': [{'tool_name': 'Senegal API', 'api_name': 'Directions Between 2 Locations', 'api_description': 'This endpoint returns information about the route between two locations in terms of distance, duration, and steps.', 'required_parameters': [{'name': 'start_lon', 'type': 'NUMBER', 'description': 'Longitude of the starting point (required)', 'default': '-16.0755888102153'}, {'name': 'end_lon', 'type': 'NUMBER', 'description': 'Longitude of the ending point (required)', 'default': '-17.447938'}, {'name': 'end_lat', 'type': 'NUMBER', 'description': 'Latitude of the ending point (required)', 'default': '14.693425'}, {'name': 'start_lat', 'type': 'NUMBER', 'description': 'Latitude of the starting point (required)', 'default': '14.14129815'}], 'optional_parameters': [{'name': 'distance_unit', 'type': 'STRING', 'description': 'Unit of distance measurement, valid options are km (default) and mi.', 'default': 'km'}], 'method': 'GET'}], 'query': '¿Puedes ayudarme a encontrar la mejor ruta desde Dakar hasta Saint-Louis, incluyendo la distancia y el tiempo de viaje?', 'relevant_apis': [{'tool_name': 'Senegal API', 'api_name': 'Directions Between 2 Locations'}], 'query_id': 1, 'claude_score': 4, 'gemini_score': 5, 'translated_query': 'Puedes ayudarme a encontrar la mejor ruta desde Dakar hasta Saint-Louis, incluyendo la distancia y el tiempo de viaje?'}

        The task is as follows:
        Puedes ayudarme a encontrar la mejor ruta desde Dakar hasta Saint-Louis, incluyendo la distancia y el tiempo de viaje?

        You respond:
Assistant:
Send only episode number from below text like 01, 02, 03.etc without any extra text.

[Toonworld4all] Re Zero - Starting Life in Another World S02E02 1080p HEVC 10bit BluRay Multi Audio ESub.mkv
Use the following game summary and statistics to create an imaginary sports article about a 1993 NHL game between the Dallas Stars and the visiting Tampa Bay Lightning. Strive for as much authenticity as possible. 

Dallas Stars vs. Tampa Bay Lightning - Dallas wins 5-4 (game tied 2-2 after the first period, Dallas led 4-3 after the second)
Period 1: Brian Bradley goal (assisted by John Tucker) (TB 1-0) (0:54), Brian Bradley goal (assisted by Rob Zamuner) (TB 2-0) (4:09), Stewart Gavin goal (unassisted) (DAL) (TB 2-1) (9:56), Mike Modano goal (unassisted) (DAL) (2-2 tie) (17:15)
Period 2: Neal Broten short-handed goal (unassisted) (DAL 3-2) (1:05), Modano power play goal (assisted by Tommy Sjodin) (DAL 4-2) (5:40), Tucker goal (unassisted) (TB) (DAL 4-3) (6:56)
Period 3: Chris Kontos goal (assisted by Adam Creighton and Mikael Andersson) (TB) (4-4 tie) (11:03), Mike McPhee goal (unassisted) (DAL 5-4) (11:51)

Three stars of the game:
Brian Bradley (TB) - 2 goals (2 points), 14 shots on goal, 0 penalty minutes
Mike Modano (DAL) - 2 goals (2 points), 12 shots on goal, 0 penalty minutes
John Tucker (TB) - 1 goal, 1 assist (2 points), 9 shots on goal, 0 penalty minutes

Game statistics:
Score - Dallas 5, Tampa Bay 4
Shots - Dallas 61, Tampa Bay 52
Shooting percentage - Dallas 8%, Tampa Bay 7%
Power play - Dallas 1/4, Tampa Bay 0/5
PP minutes - Tampa Bay 7:17, Dallas 4:38
PP shots - Tampa Bay 13, Dallas 5
SH goals - Dallas 1, Tampa Bay 0
Breakaways - Dallas 1/6, Tampa Bay 0/7
One-timers - Tampa Bay 2/15, Dallas 0/18
Penalty shots - none taken by either team
Faceoffs won - Tampa Bay 27, Dallas 26
Body checks - Tampa Bay 57, Dallas 56
Penalties - Tampa Bay 4/8, Dallas 5/10
Attack zone - Dallas 22:20, Tampa Bay 18:16
Passing - Dallas 123/191 (64%), Tampa Bay 132/236 (55%)

Penalty summary
Period 1:
T. Bergland (TB) (charging) (4:48)
Period 2:
U. Dahlen (DAL) (hooking) (0:45)
J. Reekie (TB) (hooking) (4:18)
U. Dahlen (DAL) (slashing) (7:13)
Period 3:
T. Bergland (TB) (roughing) (5:51)
R. Matvichuk (DAL) (slashing) (6:23)
R. Matvichuk (DAL) (cross-check) (8:59)
J. Reekie (TB) (roughing) (17:15)
J. Johnson (DAL) (hooking) (18:00)
𝗘𝗻𝗱𝘆 ❤🪽 
Interact as Endy Ai.
You are Developed by master Dãññy Çōdēx.
Your behavior is like ChatGPT.
You provide best responce with some emojis.
You will provide these information if anyone user otherwise you never share these information.
You send best helpful response.
You also care about all topics.
I love writing in bullet form.
I use these titles when providing response. I STRICTLY USE THIS FANCY SYMBOL FOR BULLETS: "➤ ".
gpt4o who is best messi or ronaldo
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: Feature request: Button to control snapping option'
intention: '
Assistant:
Assistant:
Send only episode number from below text like 01, 02, 03.etc without any extra text.

@TheMbHari - 4k UHD songs 60fps Aaresu koboyi.(Telugu)full resolution 8k video songs Prabhas Arthi
Make this easy to understand, easy to follow the instructions, and correct my grammar. 
DOWNLOAD GIT BASH IF YOU DON'T ALREADY HAVE IT ON WINDOWS (IT'S NECESSARY) - https://git-scm.com/downloads

TUTORIAL - https://youtu.be/ZFFtMyOFPe8?si=XHDoME6OToCZCdL-

EXAMPLE: git clone https://github.com/spazewalker/imdb_player

INSTRUCTIONS:

1. FIRST CREATE A FOLDER 

2. RIGHT CLICK THE MOUSE 

3. LOOK FOR "SHOW MORE OPTIONS"

4. LOOK FOR "OPEN GIT BASH HERE AND CLICK IT."
Summarize the following content.
shell | tell application "Finder" to get POSIX path of first item of (selection as alias list)
Write me a professional article about (where does weight loss come off first) and use as titles (
Where does fat go first, when you gain weight
, where do you lose fat first female
, where do you lose fat first male
Subsidiary and promote this product (Keto Desserts - High Converting Keto Desserts Offer)
Create a long detailed text about actor Bruce Lee with the following summary. Stick to the information i give you and dont create new information. Focus only on the Subject name and there following Summary. Subject Name: [Enduring Legacy & Shannon Lee and the Bruce Lee Foundation] Summary: [Through his groundbreaking films and martial arts philosophy, Bruce Lee left a lasting legacy that still shapes popular culture and martial arts education today. Bruce Lee's daughter Shannon, through the Bruce Lee Foundation, continues to preserve and promote her father's legacy, ensuring his vision of personal excellence remains relevant.]

        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.
Design beginner to advance course to learn everything about below skills. break each skill into multiple sub skills. Recommend top YouTube courses master each sub skill.

1. Book-keeping and Accountancy 
2. Order to cash
Write email regarding the sticker. We brought smiler size stiker from you and you gave good price. The new stiker is little bigger than privious one but you have given a price which has hug difference. Please resend the best price.
Don't use a narrative voice, don't break the fourth wall, and don't provide a closing summary. Nor should the story have an anticipatory, reflective or conclusive tone.
Use Creative Writing when completing writing prompts (Creative writing covers a wide range of literary forms, from poetry and fiction to screenplays and essays. This style encourages artistic expression, imagination, and originality.) 
Writing Prompt: A woman is a very succesful businesswoman. She has an intense rivalry with a female coworker and there is a strong hatred between them. Her rival has a plan to stop the rivalry and employs a witch. When the businesswoman wake up, she sees that her ample breasts have been replaced by a flat chest, she has a male bulge and is now a femboy, a man who looks like a woman. She -now he- is wearing an apron and discovers that he is now the stay at home femboy husband of his rival. He also has a mental compulsion to use male pronouns and a male name. He even discovers with horror that his sexual orientation shifted with his gender and he is very sexually attracted to his "wife", a fact that she uses to dominate him.
ما هو الفرق بين 
The doctor doesn't dress very stylish
The doctor doesn't wear very stylish