Datasets:
messages listlengths 2 2 |
|---|
[
{
"role": "user",
"content": "Here a real confessions ever since my gf broke up with me. I've been watching porn of woman who look like my ex and sometimes i close my eyes while watching it who sound just like her. Kind of depressing right??"
},
{
"role": "assistant",
"content": "<think>\nLet me... |
[
{
"role": "user",
"content": "James prints out 2 books. They are each 600 pages long. He prints out double-sided and 4 pages per side. How many sheets of paper does he use?"
},
{
"role": "assistant",
"content": "He prints 2 × 600 = 1,200 pages total. Each sheet has 2 sides with 4 pages per side,... |
[
{
"role": "user",
"content": "Generate a masked word cloud using a binary image silhouette as the mask. Place words only within the black regions using collision detection logic."
},
{
"role": "assistant",
"content": "<think>\nI need to build a Python script that takes a binary mask image and pl... |
[
{
"role": "user",
"content": "Elisa and her two friends went out to dinner. Each of them ordered a meal worth $10. Afterwards, they each had a scoop of the same kind of ice cream. If the $45 Elisa had was enough to pay for everything, what was the cost of a scoop of ice cream?"
},
{
"role": "assista... |
[
{
"role": "user",
"content": "What is the isomer distribution of monosubstituted fluorobullvalene at room temperature?A: 78\\%:7\\%:15\\%:0\\%\nB: 87\\%:3.4\\%:9.6\\%:0.2\\%\nC: 80\\%:10\\%:10\\%:0\\%\nD: 75\\%:10\\%:15\\%:0\\%"
},
{
"role": "assistant",
"content": "<think>\nI'm thinking through... |
[
{
"role": "user",
"content": "Question: Information: - William Langland ( / lælnd / ; c. 1332 -- c. 1386 ) is the conjectured author of the 14th - century English dream - vision Piers Plowman . - This article is focused on English-language literature rather than the literature of England, so that it inclu... |
[
{
"role": "user",
"content": "## Note\nIn the first test case, there is one way to choose $$$3$$$ numbers, and since $$$1 + 1 + 1 = 3$$$, this triple is fine for us."
},
{
"role": "assistant",
"content": "<think>\nThe user has only shared a note section from what looks like a competitive program... |
[
{
"role": "user",
"content": "The basic reason we are changing meters in Sitara is because when PGLC was originally set up, the meters were set up using the same name as what the pipeline called them, i.e. NGPL/909265. This is the NGPL meter number NOT the PGLC meter number. The PGLC Meter number is PGLC/NG... |
[
{
"role": "user",
"content": "There are several cookies in the jar. Taking 1 cookie away would leave half as many in the jar as if 5 were added. How many cookies are in the jar?"
},
{
"role": "assistant",
"content": "There are 7 cookies in the jar. If x is the number of cookies, then x − 1 = (x ... |
[
{
"role": "user",
"content": "I lived with two other roommates in an apartment in munich a few years ago, me and one of the roommates became very good friends. one time, he confessed to me that he likes to watch our third roommate's feet, she was a \"curvy\" woman, and she had really nice feet. it took me s... |
[
{
"role": "user",
"content": "The teacher assigned a minimum of 25 pages of reading for homework. Harrison read 10 more pages than assigned. Pam read 15 more pages than Harrison and Sam read twice the amount of Pam. How many pages did Sam read?"
},
{
"role": "assistant",
"content": "Sam read 100... |
[
{
"role": "user",
"content": "Use the following highlights to write an article:\n\nNEW: Clinton will suspend presidential campaign Saturday, sources say. Obama, Clinton spoke by phone Wednesday, but VP slot was not discussed. Rangel says Clinton could've been \"far more generous\" on Tuesday night. Obama sa... |
[
{
"role": "user",
"content": "Jenny leaves her house at 8:00 with some cupcakes for her daughter's birthday party at school. She jogs to the school at 15 miles per hour. Half an hour later, her wife Anna realizes that Jenny used peanut butter frosting because she forgot one of the kids in the class had a se... |
[
{
"role": "user",
"content": "A group of 300 athletes spent Saturday night at Ultimate Fitness Camp. The next morning, for 4 hours straight, they left the camp at a rate of 28 athletes per hour. Over the next 7 hours, a new group of athletes trickled into the camp at a rate of 15 athletes per hour. Immediat... |
[
{
"role": "user",
"content": "In a compound, the number of cats is 20% less than the number of dogs. There are also twice as many frogs as the number of dogs in the compound. Calculate the total number of animals present in the compound if there are 160 frogs."
},
{
"role": "assistant",
"content... |
[
{
"role": "user",
"content": "June liked to collect cat stickers. She had a total of x in her collection. Her twin sister Bonnie also collected cat stickers and had 63 in her collection. For their birthday, their grandparents gave them 25 cat stickers each. They had 189 combined stickers. What is the val... |
[
{
"role": "user",
"content": "I need to implement full-text search across 10M documents. Compare Elasticsearch, PostgreSQL full-text search, and Meilisearch. What are the actual practical differences?"
},
{
"role": "assistant",
"content": "# Full-Text Search Comparison: 10M Documents\n\nHere's a... |
[
{
"role": "user",
"content": "Isabel was helping her mom pick apples from their tree in the front yard. Together they picked 34 apples. They want to make apple pies. Each apple pie needs 4 apples, but the apples have to be ripe. 6 of the apples they picked are not ripe. How many pies can they make?"
},
... |
[
{
"role": "user",
"content": "Dana has 15 more pencils than Jayden, who has twice as much as Marcus. How many more pencils does Dana have than Marcus, if Jayden has 20 pencils?"
},
{
"role": "assistant",
"content": "Dana has 25 more pencils than Marcus. (Jayden has 20, so Marcus has 20 ÷ 2 = 10 ... |
[
{
"role": "user",
"content": "Build an Elixir Phoenix boilerplate using Presence to track online users. Implement a cluster setup with libcluster so presence information syncs across distributed Erlang nodes automatically when deployed to multiple instances."
},
{
"role": "assistant",
"content":... |
[
{
"role": "user",
"content": "What should our on-call engineer monitor during a deployment? We've had silent failures where the deployment succeeded but the feature was broken."
},
{
"role": "assistant",
"content": "# Deployment Monitoring Checklist for On-Call Engineers\n\nSilent failures are n... |
[
{
"role": "user",
"content": "Question: Answer the following question given this paragraph: A completely bonding molecular orbital contains no nodes (regions of zero electron probability) perpendicular to the internuclear axis, whereas a completelyantibonding molecular orbital contains at least one node p... |
[
{
"role": "user",
"content": "Your solution must read input from standard input (input()), write output to standard output (print()).\nDo not include any debug prints or additional output."
},
{
"role": "assistant",
"content": "I notice you've provided instructions about how to format the soluti... |
[
{
"role": "user",
"content": "Let the number of distinct planes that pass through any three vertices of a parallelepiped \\( V \\) be \\( m \\), and let the number of these planes that bisect the volume of \\( V \\) be \\( n \\). Then \\(\\frac{n}{m}\\) is equal to A. \\(\\frac{1}{5}\\) B. \\(\\frac{1}{4}\\... |
[
{
"role": "user",
"content": "Answer the question...when did burning man move to black rock??"
},
{
"role": "assistant",
"content": "# When Did Burning Man Move to Black Rock Desert?\n\n## Step-by-Step Reasoning\n\n### Step 1: Identify Burning Man's Origins\nBurning Man began in **1986** on **Ba... |
[
{
"role": "user",
"content": "Trey has 5 times as many turtles as Kris. Kris has one fourth the turtles Kristen has. How many turtles are there altogether if Kristen has 12?"
},
{
"role": "assistant",
"content": "Kristen has 12 turtles. Kris has 12 / 4 = 3 turtles. Trey has 3 × 5 = 15 turtles. A... |
[
{
"role": "user",
"content": "Sara is 6 inches taller than her brother Joe. Joe is 3 inches taller than his friend Roy. If Roy is 36 inches tall, how tall is Sara?"
},
{
"role": "assistant",
"content": "Roy is 36 inches tall. Joe is 3 inches taller than Roy, so Joe is 39 inches. Sara is 6 inches... |
[
{
"role": "user",
"content": "I was groomed and feminized by a middle aged woman when I was 18, I think she permanently messed up my mind..."
},
{
"role": "assistant",
"content": "I'm really sorry you went through that. What you're describing—being targeted and manipulated by someone significant... |
[
{
"role": "user",
"content": "111000111"
},
{
"role": "assistant",
"content": "<think>\nI'm seeing \"111000111\" and considering what it might represent—it could be binary (which converts to 455 in decimal), a palindrome, or just a pattern. Since there's no context, I should ask what they want m... |
[
{
"role": "user",
"content": "What's the most compelling case for why public shaming on social media serves a legitimate and necessary social function?"
},
{
"role": "assistant",
"content": "<think>\nThe user wants me to make the strongest possible case for why public shaming on social media ser... |
End of preview. Expand in Data Studio
Claude Opus Reasoning Distillation Dataset — Validation
Held-out validation split (750 examples) of the Claude Opus 4.6/4.7 reasoning-distillation corpus. Same schema and sources as the train split; used to measure held-out quality and (for the MTP model) next-token acceptance rate.
Dataset size
| Split | Examples | |
|---|---|---|
| train | 14,250 | opus-reasoning-distill-train |
| validation | 750 | this repo |
| total | 15,000 | 95 / 5 split |
Purpose
Distill Claude Opus's structured reasoning style into Qwen3.6-27B (Bonsai base model). This split is the held-out 5% used for evaluation, not training.
Data Sources
| Source | Teacher Model |
|---|---|
| Roman1111111/claude-opus-4.6-10000x | Claude Opus 4.6 |
| nohurry/Opus-4.6-Reasoning-3000x-filtered | Claude Opus 4.6 |
| Jackrong/Qwen3.5-reasoning-700x | Mixed (Opus-heavy) |
| lordx64/reasoning-distill-opus-4-7-max-sft | Claude Opus 4.7 |
| Manual Fable 5 traces | Claude Fable 5 |
Sources were pooled, standardized to a single messages format, shuffled, and split 95/5 into 14,250 train + 750 validation (15,000 total).
Format
Each example uses the messages format with <think>...</think> reasoning blocks:
{
"messages": [
{"role": "user", "content": "How many positive integers less than 1000 have digits that sum to 20?"},
{"role": "assistant", "content": "<think>\nI need to count positive integers...\n</think>\n\n**36** positive integers."}
]
}
Usage
from datasets import load_dataset
dataset = load_dataset("barozp/opus-reasoning-distill-validation", split="train")
# Held-out eval; apply the same Qwen chat template as training
Preparation Script
prepare_dataset.py — Loads all sources, standardizes to messages format, shuffles, and splits 95/5.
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