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messages string |
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[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "Please help me revise this sentence, removing repetitive words: ‘The sky is blue, and it is very beautiful.’"}, {"role": "assistant", "content": "To re... |
[{"role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code."}, {"role": "user", "content": "Create a 'Multi-Level Feedback Queue' (MLFQ) scheduler that in... |
[{"role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code."}, {"role": "user", "content": "Develop a 'Zero-Trust' Enterprise Network Dashboard. The UI us... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "I've been obsessed with 'Overwatch' lately and I'm worried it's having a negative impact on my real life. For example, when I see a street sign, I have... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "The Autumn Equinox has arrived. Are there any dietary recommendations for this solar term? I want to know what foods are suitable for consumption durin... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "Marla has a grid of squares with 10 rows and 15 squares per row. She colored a 4x6 block of squares in the middle red. She colored all squares in the 1... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "I often miss my hometown while working away. What should I do? Especially in my case—I spent my university years in Shanghai, but now I'm a 'Beipiao' (... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "I inquired with him about the information regarding the relevant situation."}, {"role": "assistant", "content": "The sentence \"I inquired with him abo... |
[{"role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code."}, {"role": "user", "content": "Design a lock-free finger table update mechanism for a Chord i... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "I feel overwhelmed by the responsibilities I have undertaken."}, {"role": "assistant", "content": "It is completely understandable to feel this way. Wh... |
[{"role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code."}, {"role": "user", "content": "Implement 'Adaptive Batching' in the Analysis phase. Dynamical... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "I am looking for a book about a young girl who struggles for her family in difficult circumstances and pursues happiness. Can you give me some suggesti... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "Please analyze the pros and cons of different evolutionary theories and their impacts."}, {"role": "assistant", "content": "Evolutionary theory has tra... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "If 3 boys each make 12 muffins to sell, and another 2 girls each make 20 muffins, how many muffins will be sold in total?"}, {"role": "assistant", "con... |
[{"role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code."}, {"role": "user", "content": "Create a 'Garbage Collection' mechanism for the Transaction Ta... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "The radius of a circle is directly proportional to its area. ( )"}, {"role": "assistant", "content": "The statement is **False ( ✗ )**.\n\nTo understan... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "Wally gave 3/4 of his 400 tickets to his two friends Jensen and Finley, who shared the tickets in a 4:11 ratio. How many tickets did Finley get?"}, {"r... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "Write a Xiaohongshu (Little Red Book) post in the persona of an influencer with the title 'Converse Embroidery / Just Bored at Home, Joining the Trend'... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "Could you help me design a short-term cybersecurity education course outline for high school students? It needs to include four core course modules, wi... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "Please explain the applications of Nuclear Magnetic Resonance (NMR) spectroscopy in the analysis of organic compounds."}, {"role": "assistant", "conten... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "Introduce the applications of extraction in chemical engineering."}, {"role": "assistant", "content": "In chemical engineering, **Extraction** is a uni... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "Could you please elaborate on some common commands in Minecraft and their specific usage?"}, {"role": "assistant", "content": "In Minecraft, commands (... |
[{"role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code."}, {"role": "user", "content": "Implement a Lock-Free Versioned Pointer in Go using the RCU pa... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "I'm feeling immense pressure, overwhelmed by my own responsibilities."}, {"role": "assistant", "content": "It is completely understandable that you fee... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "The school library has 850 books. 283 books were borrowed, and 158 books were returned. How many books are in the library now?"}, {"role": "assistant",... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "Can you give me some advice on how to make an excellent self-introduction in a software testing interview?"}, {"role": "assistant", "content": "In the ... |
[{"role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code."}, {"role": "user", "content": "Design a high-concurrency 'Encoder Farm' controller in Python.... |
[{"role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code."}, {"role": "user", "content": "Implement a wait-free SPSC buffer where the consumer is a C++ ... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "I feel very stressed and don't know how to relax myself."}, {"role": "assistant", "content": "It is completely understandable to feel overwhelmed. Stre... |
[{"role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code."}, {"role": "user", "content": "Develop a 'Rate-Control Overrider' for Intel QSV that implemen... |
[{"role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code."}, {"role": "user", "content": "Design a 'Zero-Copy Journal Replicator'. The Journaler writes ... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "Please summarize the main content and target audience of the Lunar New Year marketing tariff product plan."}, {"role": "assistant", "content": "The Lun... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "Xiaoxiao conducted a seed germination experiment. 485 seeds germinated, and the germination rate was 97%. How many seeds did Xiaoxiao use for the exper... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "The dividend is 40, the divisor is 5, the quotient is ( )."}, {"role": "assistant", "content": "In elementary arithmetic, division is the process of de... |
[{"role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code."}, {"role": "user", "content": "Implement a 'Deadlock Detector' for the event loop. If two or ... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "Bob has 7 fish in his ornamental fish pond. 3 of them are orange, and 4 are white. He decided to buy some more, so he went to the pet store. He asked t... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "An alien invaded Earth. It kidnapped 200 people. He returned 80% of the kidnapped people. After that, he took 10 people to another planet. He took all ... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "Please help me summarize the main point of this article. Do I need to provide the article content or a link?"}, {"role": "assistant", "content": "I wou... |
[{"role": "system", "content": "You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style."}, {"role": "user", "content": "To determine the minimum amount of iron sheet needed to make a rectangular oil drum, one must calculate the ( ) of the rectangular prism.\n\nA. Volume\... |
[{"role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code."}, {"role": "user", "content": "Develop a memory-constrained SCCP optimizer for an embedded 16... |
End of preview.
claude-sonnet-4.6-merged
Merged & deduplicated dataset of claude-sonnet-4-6 distillation data,
normalized to OpenAI chat format for Qwen3 SFT.
Stats
| Final rows | 59,850 |
| Rows before dedup | 60,484 |
| Duplicates removed | 634 (1.0%) |
| Multi-turn depth | min 2 / avg 3.0 / max 3 turns |
Rows with <think> block |
1,092 / 59,850 rows (1.8%) |
| Built | 2026-05-08 20:30 UTC |
Source breakdown
| Source dataset | Rows |
|---|---|
roman_sonnet_4.6 |
58,756 |
teich_sonnet_4.6_reasoning |
1,094 |
Quality filters applied
- Roman sonnet: grade must start with
yesand score ≥ 9.0/10 - TeichAI sonnet: placeholder
...thinking rows removed - All: empty or null assistant responses removed
- All: deduplicated by MD5 hash of first user turn (case-folded, whitespace-normalized)
- Cap: 11,111,111 rows max (random shuffle before sampling, seed=42)
Format
Each row has a single messages column (JSON-encoded list) in OpenAI chat format:
[
{"role": "system", "content": "..."},
{"role": "user", "content": "..."},
{"role": "assistant", "content": "<think>\n...\n</think>\n\nfinal answer"}
]
Assistant turns that include extended thinking embed the reasoning inside a<think>...</think> block before the final response.
Credits
Built from the following upstream datasets — all credit to their creators:
Usage
from datasets import load_dataset
import json
ds = load_dataset("someoneatemylastsliceofpizza/claude-sonnet-4.6-merged", split="train")
messages = json.loads(ds[0]["messages"])
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