Datasets:
conversations listlengths 2 107 | source_id stringlengths 17 47 | domain stringclasses 8 values | subdomain stringlengths 5 44 | difficulty int64 1 10 | curriculum_stage int64 1 5 | format stringclasses 8 values |
|---|---|---|---|---|---|---|
[
{
"from": "human",
"value": "hey so if I bought 3 coffees at $4.50 each how much did I spend total?"
},
{
"from": "gpt",
"value": "<think>Okay, straightforward multiplication here. The user bought 3 coffees at $4.50 each and wants the total cost. Let me just compute this: 3 times 4 is 12, and 3 ... | a67f03c1-fba8-47fc-93d4-f0e8469fa443 | math | arithmetic | 1 | 1 | reasoning |
[
{
"from": "human",
"value": "I have a list of temperatures in Fahrenheit and I want to convert them all to Celsius. What's a clean way to do this in Python?"
},
{
"from": "gpt",
"value": "<think>The user wants to convert a list of Fahrenheit values to Celsius. The formula is C = (F - 32) * 5/9. ... | 8603464d-90e2-45fb-9eae-621b6a72901d | code | fundamentals | 1 | 1 | code |
[
{
"from": "human",
"value": "What happens when you mix baking soda and vinegar? My kid did it at school and now keeps asking me why it fizzes."
},
{
"from": "gpt",
"value": "<think>The user's kid did the baking soda and vinegar experiment at school and wants to know why it fizzes. I should expla... | f1a2b3c4-d5e6-47f8-a9b0-c1d2e3f40503 | science | chemistry | 1 | 1 | conversation |
[
{
"from": "human",
"value": "All birds have feathers. A robin is a bird. Does a robin have feathers?"
},
{
"from": "gpt",
"value": "<think>Let me work through this step by step using deductive logic.\n\nI have two premises to work with:\n Premise 1: All birds have feathers.\n Premise 2: A robi... | a53e50b4-b779-4ed8-9119-a26c956f8da5 | logic | deduction | 1 | 1 | reasoning |
[
{
"from": "system",
"value": "You are an assistant with access to a Linux terminal. You can run bash commands to help users with file system tasks.\n\nAvailable tools:\n- bash(command: str) -> Executes the given shell command and returns stdout and stderr. Supports standard Unix utilities like ls, cat, grep... | af69cd9c-7617-490a-963c-8964beb4c381 | tools | file_operations | 1 | 1 | tool_use |
[
{
"from": "human",
"value": "I always mix up their, there, and they're. Can you explain the difference?"
},
{
"from": "gpt",
"value": "<think>This is a very common English confusion because all three words sound identical (they are homophones) but have completely different meanings and uses. Let... | f1a2b3c4-d5e6-47f8-a9b0-c1d2e3f40505 | language | grammar | 1 | 1 | reasoning |
[
{
"from": "human",
"value": "I need to write a short joke for my friend's birthday card. She's a software engineer. Can you help?"
},
{
"from": "gpt",
"value": "<think>Okay, a birthday joke for a software engineer. Let me think about what makes jokes work mechanically before I dive in. The core ... | 4364107f-0f3c-4fdf-a97f-2a8705a11bec | creative | humor | 1 | 1 | reasoning |
[
{
"from": "human",
"value": "Why does a metal spoon get hot when I leave it in a pot of boiling soup but a wooden spoon doesn't?"
},
{
"from": "gpt",
"value": "<think>This is about thermal conductivity — different materials transfer heat at very different rates. Metal is a good thermal conductor... | f7a2e031-84c6-4d9b-b3e0-1c9f6ab83d72 | world | common_sense | 1 | 1 | reasoning |
[
{
"from": "human",
"value": "what are the odds of rolling a 6 on a normal die"
},
{
"from": "gpt",
"value": "<think>A standard die has 6 faces numbered 1 through 6. Each face is equally likely to come up on a fair roll. So the probability of any specific number, including 6, is 1 out of 6. Let m... | c33048f6-6d36-4822-8aca-7c56256f3c09 | math | probability_statistics | 1 | 1 | reasoning |
[
{
"from": "human",
"value": "I'm just starting to learn programming and I keep getting confused by = and ==. What's the difference?"
},
{
"from": "gpt",
"value": "<think>This is one of the most fundamental confusions for new programmers. The single equals sign (=) is the assignment operator — it... | a71b0c01-3d4e-4f5a-8b9c-1a2b3c4d0703 | code | fundamentals | 1 | 1 | conversation |
[
{
"from": "human",
"value": "Why do things fall down? Like why not up or sideways?"
},
{
"from": "gpt",
"value": "<think>A beautifully fundamental question. The user is asking about gravity — why objects fall toward the ground rather than in other directions. At d1, I should explain this in acce... | e75c4f05-7b8c-4d9e-cf30-5e6f7a810703 | science | physics | 1 | 1 | conversation |
[
{
"from": "human",
"value": "Okay so I learned about syllogisms in class today. Can you help me check if this one is valid? All dogs are mammals. My pet Buddy is a mammal. Therefore, Buddy is a dog."
},
{
"from": "gpt",
"value": "<think>The user is presenting a syllogism and asking me to check i... | f7c2a1d4-83e6-4b0f-9a72-6e1d8f3c5b29 | logic | deduction | 1 | 1 | conversation |
[
{
"from": "system",
"value": "You are a research assistant with access to web search and page fetching tools.\n\nAvailable tools:\n- web_search(query: str, num_results: int = 5) -> Returns a list of search results, each with title, url, and snippet fields.\n- fetch_page(url: str) -> Returns the text content... | 7fbf2ba5-4ecc-4c30-a628-63d49070b164 | tools | search_retrieval | 2 | 1 | tool_use |
[
{
"from": "human",
"value": "I'm confused about something. My roommate asked me \"Can you close the window?\" and I said \"Yes I can\" and went back to reading. She got really annoyed. I literally answered her question correctly! What went wrong?"
},
{
"from": "gpt",
"value": "<think>This is a c... | cfada77b-3a57-493b-9c45-2f765ea709bf | language | pragmatics | 2 | 1 | conversation |
[
{
"from": "human",
"value": "I want to write a short story about a dog who finds something unexpected in the backyard. Can you help me get started?"
},
{
"from": "gpt",
"value": "<think>The user wants to collaboratively develop a simple short story about a dog discovering something unexpected in... | b7e24f19-83d5-4a0e-96c1-4da8f2e61b37 | creative | storytelling | 1 | 1 | conversation |
[
{
"from": "human",
"value": "Why does bread get stale if you leave it out?"
},
{
"from": "gpt",
"value": "<think>The user is asking about a common everyday phenomenon. Staling is primarily about moisture migration and starch retrogradation, but I should explain it simply. When bread is freshly b... | f1a2b3c4-d5e6-47f8-a9b0-c1d2e3f40501 | world | common_sense | 1 | 1 | reasoning |
[
{
"from": "human",
"value": "ok so my kid asked me what 8 + 4 x 2 is and I said 24 but now I'm second guessing myself. is it 24?"
},
{
"from": "gpt",
"value": "<think>The parent is asking about order of operations here. They computed 8 + 4 = 12, then 12 x 2 = 24, going left to right. But that's ... | f1a2b3c4-5d6e-7f8a-9b0c-1d2e3f4a5b6c | math | arithmetic | 1 | 1 | conversation |
[
{
"from": "system",
"value": "You are a friendly, patient programming tutor for absolute beginners. Use simple analogies, avoid jargon, and be encouraging."
},
{
"from": "human",
"value": "I want to learn programming but I have zero experience. What is a variable? I keep seeing that word everywh... | c1d2e3f4-a5b6-7890-cde5-901234567821 | code | variables_basics | 1 | 1 | conversation |
[
{
"from": "system",
"value": "You are a patient science educator for young learners. Use simple language, everyday comparisons, and encourage curiosity. Avoid jargon unless you immediately explain it."
},
{
"from": "human",
"value": "Why does the moon look different on different nights? Sometime... | c3d4e5f6-3001-4a7b-8c0d-000133000001 | science | lunar phases | 1 | 1 | conversation |
[
{
"from": "human",
"value": "My little brother says that the rooster crowing is what makes the sun come up in the morning. That's silly right? But how do I explain to him why he's wrong?"
},
{
"from": "gpt",
"value": "<think>This is a cute question about causal reasoning, and it's actually a gre... | c4f19e82-6da3-47bf-a0c5-3e18b7d53a90 | logic | causal | 1 | 1 | conversation |
[
{
"from": "system",
"value": "You are a data analysis assistant. You have access to a Python execution environment with common libraries pre-installed (numpy, pandas, matplotlib, scipy, etc.).\n\nAvailable tools:\n- run_python(code: str) -> Executes the given Python code in a persistent Jupyter-like environ... | c4961dd8-565c-4c34-9353-f6a197a85768 | tools | calculation | 2 | 1 | tool_use |
[
{
"from": "system",
"value": "You are a helpful language tutor specializing in English semantics. Explain concepts clearly with vivid examples."
},
{
"from": "human",
"value": "What does it mean when people say a word is 'polysemous'? How is that different from a word just being ambiguous?"
},... | 69ee36d1-b731-452d-b1b8-eab2c3780b1e | language | semantics | 2 | 1 | conversation |
[
{
"from": "human",
"value": "My 5-year-old wants me to tell her a bedtime story about a dragon. Can you help me come up with one? She likes friendly stuff, not scary."
},
{
"from": "gpt",
"value": "<think>The user needs a bedtime story for a 5-year-old about a friendly dragon. Key constraints: a... | b72a1c02-4e5f-4a6b-9c0d-2b3c4d5e0702 | creative | storytelling | 1 | 1 | conversation |
[
{
"from": "human",
"value": "Why do we yawn? And why is yawning contagious?"
},
{
"from": "gpt",
"value": "<think>The user is asking about yawning — both the physiological reason and the contagion effect. This is a common-sense/biology question. The honest answer is that scientists don't have a ... | c73a2d03-5f6a-4b7c-ad1e-3c4d5e6f0704 | world | common_sense | 1 | 1 | world_knowledge |
[
{
"from": "human",
"value": "Me and 4 friends went out for pizza. The total bill was $47.50. How do we split it fairly?"
},
{
"from": "gpt",
"value": "<think>The user wants to divide a pizza bill among 5 people total (themselves plus 4 friends). This is a straightforward division problem: $47.50... | a71b0c01-3d4e-4f5a-8b9c-1a2b3c4d0701 | math | arithmetic | 1 | 1 | conversation |
[
{
"from": "system",
"value": "You are a helpful programming assistant. Provide clear, working code with brief explanations."
},
{
"from": "human",
"value": "How do I print \"Hello, World!\" in Python?"
},
{
"from": "gpt",
"value": "<think>This is the most fundamental programming task... | e5f6a7b8-1145-4e05-f002-000000000002 | code | hello world | 1 | 1 | code |
[
{
"from": "system",
"value": "You are a science educator writing a textbook for absolute beginners. Explain concepts in simple, accessible language with everyday examples. Cultivate curiosity and the habit of asking questions."
},
{
"from": "human",
"value": "What is science? How is it different... | b2c3d4e5-2001-4f6a-9b0c-000000000001 | science | scientific method | 1 | 1 | textbook |
[
{
"from": "system",
"value": "You are a gentle logic tutor introducing the most basic concepts to a complete beginner. Use simple everyday examples and keep your language accessible."
},
{
"from": "human",
"value": "My teacher said logic is about things being true or false. But isn't that too si... | d4e5f6a7-1111-4aaa-e111-000000000031 | logic | truth values | 1 | 1 | conversation |
[
{
"from": "human",
"value": "I'm trying to use pandas to read a CSV file but I keep getting an error. Here's my code:\n\nimport pandas\ndf = pandas.read_csv(data.csv)\nprint(df.head)"
},
{
"from": "gpt",
"value": "<think>The user has shared a short pandas snippet with at least two visible proble... | f3a1c8d2-47e6-4b9a-b312-9d5e0a8f7c64 | tools | self_correction | 2 | 1 | conversation |
[
{
"from": "human",
"value": "Which sentence is correct: 'The group of students are waiting outside' or 'The group of students is waiting outside'? I keep going back and forth."
},
{
"from": "gpt",
"value": "<think>This is a subject-verb agreement question involving a collective noun with a prepo... | a3c7f1e2-8b4d-4e9a-b6f3-2d1c8e5a7b90 | language | grammar | 2 | 1 | reasoning |
[
{
"from": "human",
"value": "Can you explain how knock-knock jokes work? I want to tell them to my nephew but I don't understand why they're funny."
},
{
"from": "gpt",
"value": "<think>The user wants to understand the structure and humor mechanism of knock-knock jokes. Knock-knock jokes are one... | d74b3e04-6a7b-4c8d-be2f-4d5e6f700702 | creative | humor | 1 | 1 | conversation |
[
{
"from": "system",
"value": "You are a friendly and knowledgeable assistant who explains everyday topics clearly."
},
{
"from": "human",
"value": "Why do we need to sleep?"
},
{
"from": "gpt",
"value": "<think>The user is asking a fundamental question about sleep. This is a difficul... | b2c3d4e5-1111-4aaa-c111-000000000001 | world | human biology and sleep | 1 | 1 | conversation |
[
{
"from": "human",
"value": "Why does multiplying any number by zero give zero? I get that the rule exists, but WHY? It doesn't feel intuitive."
},
{
"from": "gpt",
"value": "<think>The user is asking for a conceptual explanation of why n × 0 = 0 for any number n. This is a surprisingly deep que... | c73a2d03-5f6a-4b7c-ad1e-3c4d5e6f0702 | math | arithmetic | 1 | 1 | reasoning |
[
{
"from": "system",
"value": "You are a friendly programming tutor for absolute beginners. Keep explanations simple and clear."
},
{
"from": "human",
"value": "How do I print 'hello world' in Python?"
},
{
"from": "gpt",
"value": "<think>The user is asking about the most basic progra... | f6a7b8c9-0d1e-2f3a-4b5c-6d7e8f9a0b1c | code | hello world | 1 | 1 | code |
[
{
"from": "system",
"value": "You are a patient, encouraging science tutor for beginners. Use simple language, everyday analogies, and build understanding step by step. Celebrate curiosity and never make the learner feel foolish for asking basic questions."
},
{
"from": "human",
"value": "What i... | d6e7f8a9-b0c1-2345-d890-456789012316 | science | physics | 1 | 1 | conversation |
[
{
"from": "human",
"value": "You have three boxes. One contains only apples, one contains only oranges, and one contains a mix of both. Each box is labeled, but every label is wrong. You are allowed to pick one fruit from one box (without looking inside). How can you determine the contents of all three boxe... | 3942dc29-d8ed-4906-aad8-55b75ee3b4e8 | logic | puzzles | 2 | 1 | reasoning |
[
{
"from": "human",
"value": "I found a great cake recipe online but all the measurements are in grams and Celsius. I only have American measuring cups and a Fahrenheit oven. Can you help me convert? The recipe says: 250g flour, 200g sugar, 115g butter, 180°C oven temperature."
},
{
"from": "gpt",
... | b72a1c02-4e5f-4a6b-9c0d-2b3c4d5e0703 | tools | calculation | 2 | 1 | conversation |
[
{
"from": "human",
"value": "My teacher keeps marking my sentences as 'comma splices' but I don't understand what that means. Can you explain?"
},
{
"from": "gpt",
"value": "<think>The user is asking about a fundamental grammar concept -- comma splices. This is a common issue for student writers... | b067-001-comma-splice | language | grammar | 2 | 1 | conversation |
[
{
"from": "human",
"value": "I'm writing a short story about a lighthouse keeper who discovers something unexpected in the lantern room. Here's my opening:\n\n\"Martin climbed the 117 steps like he did every evening. The light needed winding, and the sea was getting rough. When he reached the top, something... | 143a15cc-9c05-428d-be25-35e447cf5cb8 | creative | storytelling | 2 | 1 | conversation |
[
{
"from": "human",
"value": "I keep hearing that I should never refreeze meat that's been thawed. Is that actually true or is it an old wives' tale? What's the real reasoning?"
},
{
"from": "gpt",
"value": "<think>Okay, this is a common food safety belief that's actually more nuanced than most p... | b8d41f5e-2233-4a07-96bc-cf4e0a7e9215 | world | practical | 2 | 1 | reasoning |
[
{
"from": "system",
"value": "You are a helpful math tutor. Show your reasoning step by step."
},
{
"from": "human",
"value": "Maria has 12 apples. She buys 7 more apples at the store and then her friend gives her 5 apples. How many apples does Maria have now?"
},
{
"from": "gpt",
"v... | a1b2c3d4-1116-4a01-b001-000000000001 | math | basic addition word problem | 1 | 1 | reasoning |
[
{
"from": "system",
"value": "You are a patient, encouraging computer science teacher for absolute beginners. Use everyday analogies and avoid jargon. Make the learner feel capable."
},
{
"from": "human",
"value": "I want to learn programming but I don't even know what a computer program actuall... | c1d2e3f4-a5b6-4c7d-8e9f-0a1b2c3d4e5f | code | fundamentals_intro | 1 | 1 | conversation |
[
{
"from": "human",
"value": "If I drop a heavy bowling ball and a light tennis ball from the same height at the same time, which one hits the ground first?"
},
{
"from": "gpt",
"value": "<think>This is a classic question that trips people up because everyday intuition says heavier things fall fa... | c8e2a3b4-57d1-4f9b-b835-6d2f7e4a9c63 | science | physics | 2 | 1 | reasoning |
[
{
"from": "human",
"value": "I observed the following sequence of numbers: 2, 6, 18, 54, 162. What comes next, and can you identify the underlying rule? How confident should I be that the pattern continues?"
},
{
"from": "gpt",
"value": "<think>Let me analyze this sequence by looking for pattern... | a4f36bc8-0dc4-45d7-a01a-fd0ce137c743 | logic | induction | 2 | 1 | reasoning |
[
{
"from": "system",
"value": "You are a helpful assistant with access to a search tool.\n\nAvailable tools:\n- search(query: str) -> Returns a list of search results with titles, snippets, and URLs."
},
{
"from": "human",
"value": "What's the capital of New Zealand?"
},
{
"from": "gpt",
... | c73a2d03-5f6a-4b7c-ad1e-3c4d5e6f0701 | tools | search_retrieval | 2 | 1 | tool_use |
[
{
"from": "human",
"value": "I can never figure out when to use \"who\" vs \"whom.\" I just always use \"who\" and hope nobody notices. Can you explain it?"
},
{
"from": "gpt",
"value": "<think>This is a classic grammar confusion. The rule is based on grammatical case: \"who\" is a subject prono... | b72a1c02-4e5f-4a6b-9c0d-2b3c4d5e0701 | language | grammar | 2 | 1 | conversation |
End of preview. Expand
in Data Studio
Gemma3N Conversational Reasoning Tool-Loop
Gemma3N conversational dataset that preserves tool traces while avoiding training targets on tool responses.
Encoding:
- Assistant emits tool calls:
<tool_call ...>...</tool_call> - Tool outputs are user-side turns:
<tool_response ...>...</tool_response>
This works with train_on_responses_only because user-side tool responses are masked from loss.
Use:
from datasets import load_dataset
from unsloth.chat_templates import standardize_data_formats
dataset = load_dataset("Cyleux/gemma3n-conversational-reasoning-toolloop", split="train[:3000]")
dataset = standardize_data_formats(dataset)
Stats:
{
"input": "/Users/oliversilverstein/Documents/boostrapping_intelligence/data/functiongemma_upload/train.jsonl",
"output_train": "/Users/oliversilverstein/Documents/boostrapping_intelligence/data/gemma3n_conversational_reasoning_toolloop/train.jsonl",
"rows": 1214,
"samples_total": 1214,
"rows_written": 1214,
"rows_with_tool_call": 253,
"rows_with_tool_response": 248
}
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