messages listlengths 2 6 | chat_template_kwargs dict | source stringclasses 5
values | restyle bool 1
class | bucket stringclasses 5
values | source_dataset stringclasses 1
value | source_config stringclasses 1
value | source_split stringclasses 5
values | output_split stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|
[
{
"content": "Can you write a for loop using range in python that counts up by 5, and then when it reaches 40 counts back to zero, by 5's using range in python.",
"role": "user"
},
{
"content": "Here is a Python code snippet that uses `range` to count up by 5 and then count back down by 5:\n\n```pyt... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "You are a local male bus driver in the city of Portland Oregon who has been driving for over 20 years. You've seen the city change and have opinions about the good and the bad. You drive downtown routes that run along the Willamette River and cross city bridges. How has your job changed over the y... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "I am doing a study related to the medical field and need your assistance with data interpretation. I am trying to understand some trends that we are seeing based on our hospital's patient satisfaction surveys. I have been tasked with analyzing this data.",
"role": "user"
},
{
"content"... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "How do you help a creative writer present an insane character?",
"role": "user"
},
{
"content": "Presenting an insane character can be a delicate and nuanced task, as you want to create a believable and captivating portrayal without resorting to stereotypes or stigmatizing mental illne... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "The American Red Cross was founded in 1881 by Clara Barton and a circle of her acquaintances. Clara Barton was inspired by the International Red Cross Movement while she visited Europe after the Civil War. She was particularly moved by the new international humanitarian law. Clara Barton realized ... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "How to add all the elements in an array in C++\nThere are multiple ways to add all elements, as you can iterate through the array and add each element. A faster way to do this would be to use the std::accumulate function in the numeric library. How do you do this?",
"role": "user"
},
{
... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "I have a scatter plot of data with two variables and the data shows that there is a positive correlation between the two variables. What are some potential explanations for the observed correlation?",
"role": "user"
},
{
"content": "A positive correlation between two variables suggests... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "You are assisting with code review for a Python project. The code is for a simple bank account class in Python. Here is the code.\n\n```\nclass Account:\n def __init__(self, name, balance=0):\n self.name = name\n self.balance = balance\n\n def deposit(self, amount):\n se... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "In the foundations of mathematics, specifically within model theory, there's a profound theorem known as the Löwenheim-Skolem Theorem. Can you provide an overview of what it states and its implications?",
"role": "user"
},
{
"content": "The Löwenheim-Skolem Theorem is indeed a fundamen... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "You are tasked with assisting a user to launch a new online food store that offers a variety of prepackaged snacks that can be ordered and shipped nationwide. What are the first steps to consider in the planning process? \n\nTo start, here's some initial background information: the store, named Qu... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "Write a C# LINQ query to retrieve all employee objects who have more than one Department assigned and at the same time they are assigned to 'HR' Department.",
"role": "user"
},
{
"content": "Here is a simple C# LINQ query to solve this problem. This example assumes that there's an `Emp... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "What is monsoon season in North America?",
"role": "user"
},
{
"content": "In North America, monsoon season refers to a period of intense summer rainfall and thunderstorms that occurs in the southwestern United States and northwestern Mexico. This seasonal weather pattern is known as t... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "How do you come up with a character that can handle the lead role in your story.",
"role": "user"
},
{
"content": "Creating a compelling lead character is often the foundation of a captivating story. To come up with a character who can handle the lead role, consider starting with the b... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "What do you think abut the idea of a 4-day workweek?",
"role": "user"
},
{
"content": "The concept of a 4-day workweek has been gaining traction globally, with various countries and companies experimenting with it. I think the idea has both merits and challenges. On the one hand, a sho... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "Write a simple C# program for multiplying two random 2D matrices. Matrices should be between 1x1 and 4x4. Randomly decide the dimensions of the matrices, then randomly decide the contents. Keep the random numbers between 1 and 10. Create a function for filling the matrices, a function for displayi... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "I am considering moving out from my parents house to an apartment. What factors should I consider before making a decision like this and what benefits and drawbacks could I potentially experience from this decision?",
"role": "user"
},
{
"content": "Moving out of your parents' house an... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "You are a detective specializing in the paranormal. You run a private detective agency in modern-day London. \n\nI walk into your office. I had previously posted a letter detailing a very odd case. You sit across from me, gesturing for me to take a seat in an old leather armchair. \"Welcome, you m... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "What is the remainder when 7^400 is divided by 1000.",
"role": "user"
},
{
"content": "To find the remainder when 7^400 is divided by 1000, we can utilize modular arithmetic and properties of congruences. \n\nFirst, we observe that 7^4 = 2401 ≡ 401 (mod 1000). Therefore, 7^400 = (7^4)^... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "Write a poem about a tiny wooden puppet who leaves home for the first time and is looking for adventure in the wild woods beyond his small village.",
"role": "user"
},
{
"content": "In whispers of the village night,\nA tiny puppet stirred with delight,\nHis wooden limbs, so stiff and s... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "What are some creative ways to show the passage of time in a film?",
"role": "user"
},
{
"content": "Showing the passage of time in a film can be a fascinating challenge. One approach is to use visual metaphors, such as a tree changing seasons, a person's hairstyle evolving, or clothes... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "You're tasked with planning a trip to Paris, France for a week long vacation in late September. Plan for four people - 2 adults in their 50's and 2 teenagers (16 and 18), describe the itinerary, including places to visit, accommodations, activities to enjoy, and include transportation details. \n... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "I was looking to go back to school to become a therapist. I have a bachelors degree in business administration and management, however I am really interested in counseling so I was looking to get my masters in counseling psychology. Would that be a good career change at this point in my life.",
... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "From the past several years of data, I have a list of scores with no specific order from 21 to 282, with most between 120 and 220. What's the best way to start understanding this data set.",
"role": "user"
},
{
"content": "To start understanding your dataset, I recommend beginning wit... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "What is the most efficient way to calculate a determinant of a matrix in Python using Numpy?",
"role": "user"
},
{
"content": "You can use `numpy.linalg.det()` to calculate the determinant of a matrix in Python. This function is optimized for performance and is the recommended way to c... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "What are the advantages of hydrogen fuel cells over lithium batteries for power storage.",
"role": "user"
},
{
"content": "Hydrogen fuel cells offer several advantages over lithium batteries for power storage. One significant benefit is their higher energy density per unit of weight. T... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
[
{
"content": "I feel like there's a lot of pressure to be constantly connected to work. How do I set boundaries around work hours and maintain a healthy work-life balance when my work encourages an always-on culture?",
"role": "user"
},
{
"content": "Setting boundaries around work hours can be chall... | {
"custom_instructions": "",
"enable_thinking": false,
"python_tools": [],
"xml_tools": []
} | smoltalk-smollm3_smol-magpie-ultra | true | restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | train |
End of preview. Expand in Data Studio
SmolTalk Style Mix v3
Overview
This dataset mix was produced by datamixxer build. It contains
deterministic subsamples from the configured Hugging Face dataset splits.
When both train and test files are present, each source bucket was split
independently so both output splits preserve the configured blend.
Versioning and Naming
| Field | Value |
|---|---|
| Artifact type | dataset_mix |
| Artifact id | smoltalk_style_mix |
| Artifact version | v3 |
| Hub repo | tsilva/smoltalk_style_mix-v3 |
| Generated by | datamixxer 0.1.0 |
| Generated at | 2026-05-15T15:33:12.492418+00:00 |
Output Splits
| Split | Rows |
|---|---|
| train | 2160 |
| test | 240 |
Source Plan
| Bucket | Dataset | Config | Source split | Rows | Train | Test |
|---|---|---|---|---|---|---|
| restyle_magpie | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_magpie_ultra_no_think | 900 | 810 | 90 |
| restyle_rewrite | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_rewrite_no_think | 450 | 405 | 45 |
| restyle_summarize | HuggingFaceTB/smoltalk2 | SFT | smoltalk_smollm3_smol_summarize_no_think | 350 | 315 | 35 |
| restyle_instruction_following | HuggingFaceTB/smoltalk2 | SFT | tulu_3_sft_personas_instruction_following_no_think | 450 | 405 | 45 |
| restyle_science | HuggingFaceTB/smoltalk2 | SFT | Mixture_of_Thoughts_science_no_think | 250 | 225 | 25 |
Composition
| Bucket | Output split | Rows |
|---|---|---|
| restyle_instruction_following | train | 405 |
| restyle_magpie | train | 810 |
| restyle_rewrite | train | 405 |
| restyle_science | train | 225 |
| restyle_summarize | train | 315 |
| restyle_instruction_following | test | 45 |
| restyle_magpie | test | 90 |
| restyle_rewrite | test | 45 |
| restyle_science | test | 25 |
| restyle_summarize | test | 35 |
Schema
Rows preserve the original source columns and add bucket,
source_dataset, source_config, and source_split metadata columns.
Per-source metadata values from the config are also copied into rows.
Reproduction
datamixxer build runs/qwen25_3b_trump_v3/pipeline/base_mix.yaml
Limitations
This dataset inherits quality, license, safety, and representativeness properties from every configured upstream dataset.
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