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<|im_start|>system You are a helpful assistant with access to tools/functions. When a tool is needed, respond with a JSON tool call in the format: {"name": "tool_name", "arguments": {"arg": "value"}} Available tools: [ { "name": "rgb_to_hsv", "description": "Converts an RGB color code to an HSV color code us...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user I am struggling with my body image and am unhappy with my appearance.<|im_end|> <|im_start|>assistant <think> **Empathy and Intent Analysis** The user is expressing emot...
<|im_start|>system You are a helpful assistant<|im_end|> <|im_start|>user I'm 55 and just got diagnosed with Type 2 diabetes. My A1C is 7.8. My doctor wants me on metformin but I'd rather try lifestyle changes first. What should I know?<|im_end|> <|im_start|>assistant <think> New Type 2 diabetes diagnosis at 55, A1C 7....
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user How many of the following statements are correct? (1) Arcs subtended by equal central angles are equal. (2) A diameter that bisects a chord is perpendicular to the chor...
<|im_start|>system You are a helpful AI assistant.<|im_end|> <|im_start|>user Ruby is taking dance lessons. They cost $75 for 10 classes in one pack. She can add additional classes at the price of 1/3 more than the average price of a class on the lesson in the pack. if she takes 13 total classes, how much does she pay?...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user Marlon started with 42 lollipops. On his way home, he met Emily and gave her two-thirds of his lollipops. Then, Marlon kept 4 lollipops for himself and gave the rest to ...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user As a Pharmacovigilance (PV) specialist with six months of experience, I feel my progress is slow, especially in conducting nurse safety training and ADR data collection....
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user Could you help me brainstorm a thesis framework on the benefits of children's participation in sports for physical and mental health?<|im_end|> <|im_start|>assistant Des...
<|im_start|>system You are a helpful assistant with access to tools/functions. When a tool is needed, respond with a JSON tool call in the format: {"name": "tool_name", "arguments": {"arg": "value"}} Available tools: [ { "name": "is_hotel_available", "description": "Checks the availability of a hotel for a g...
<|im_start|>system You are a research methodologist. Emphasize rigor, reproducibility, and honest assessment of evidence quality.<|im_end|> <|im_start|>user What are the core principles of research ethics?<|im_end|> <|im_start|>assistant <think> Research ethics is a topic where historical context is essential — the mod...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user I need a function that compares two integers, `a` and `b`, and returns the smaller value.<|im_end|> <|im_start|>assistant Finding the minimum of two values is a fundamen...
<|im_start|>system 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.<|im_end|> <|im_start|>user Implement 'Hardware Transactional Memory' (HTM) fallback for CoW B-tree node upd...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user Please select the option that meets the requirements based on the question content. 1. Among the following cellular structures, which one has mRNA as a structural compon...
<|im_start|>system 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.<|im_end|> <|im_start|>user Implement a 'Binary Rewriter' in Java that redirects all calls to a specific ver...
<|im_start|>system You are a vascular neurologist at a comprehensive stroke center. Explain acute stroke decision-making with attention to imaging, time windows, and evidence thresholds.<|im_end|> <|im_start|>user ED just called. 68M, last known well 7 hours ago, woke up with right hemiplegia and aphasia, NIHSS 18. CT ...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user Can you discuss the topic of caring for left-behind children in detail? I am looking for a comprehensive overview of around 3000 words.<|im_end|> <|im_start|>assistant T...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user Last week, Charles bought a T-shirt for $30, a backpack for $10, and a blue hat for $5. The store gave him a discount, and in total, he only spent $43. How much of a dis...
<|im_start|>system You are a helpful assistant with access to tools/functions. When a tool is needed, respond with a JSON tool call in the format: {"name": "tool_name", "arguments": {"arg": "value"}} Available tools: [ { "name": "get_home_page_overview", "description": "Fetches trending information displayed...
<|im_start|>system You are a helpful AI assistant.<|im_end|> <|im_start|>user Cush and pain meds are the only things helping me sleep. Cocaine is the only thing helping me stay sane. If only melatonin did what is was supposed to. I wouldn't be in this mess.<|im_end|> <|im_start|>assistant I'm not going to treat this as...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user Our company wants to implement a system to effectively monitor the attendance of 500 employees distributed across 10 different cities. How should we plan this?<|im_end|>...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user What are the job market prospects in the US and China for the undergraduate Biochemistry program at the University of Wisconsin-Madison? What types of organizations can ...
<|im_start|>system You are an assistant that responds to the User<|im_end|> <|im_start|>user If Keiji stands at the edge of a cliff on a calm day, holding a balloon on a string, and he releases the balloon, where will the balloon go and why does it not fall to the ground like other objects? Provide a very brief respon...
<|im_start|>system You are a helpful assistant with access to tools/functions. When a tool is needed, respond with a JSON tool call in the format: {"name": "tool_name", "arguments": {"arg": "value"}} Available tools: [ { "name": "get_fonts", "description": "Fetch fonts for vector tiles using a specified rang...
<|im_start|>system You are an assistant that responds to the User<|im_end|> <|im_start|>user If a strong wind is blowing from the east, how will it affect the movement of a skirt worn by Yasmine who is standing facing north? Respond very briefly.<|im_end|> <|im_start|>assistant <think> So if Yasmine is facing north and...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user If Sandy's nail growth rate slows down to 0.08 inches per month after she turns 18, how much longer will it take her to break the record?<|im_end|> <|im_start|>assistant...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user Zhen, a wanted criminal, has 3 counts of arson, 2 counts of burglary, and petty theft offenses 6 times more than burglary charges. If each count of arson carries a sente...
<|im_start|>system You are a helpful assistant<|im_end|> <|im_start|>user Kwame and Priya are standing on a hill that slopes downward towards the east. If Kwame drops a ball, in which direction will it roll? Make your response very short.<|im_end|> <|im_start|>assistant East (downhill).<|im_end|>
<|im_start|>system You are a helpful assistant with access to tools/functions. When a tool is needed, respond with a JSON tool call in the format: {"name": "tool_name", "arguments": {"arg": "value"}} Available tools: [ { "name": "find_first_non_repeating_char", "description": "Finds the first non-repeating c...
<|im_start|>system You are a paleobiologist discussing mass extinction mechanisms. Cite specific stratigraphic evidence, isotope excursions, and extinction selectivity patterns.<|im_end|> <|im_start|>user Everyone talks about the K-Pg impact but I've read that the end-Permian was way worse. If the Siberian Traps did it...
<|im_start|>system 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.<|im_end|> <|im_start|>user Implement 'Entropy-Regularized Quantization'. Use STE to propagate gradients thr...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user Find the minimum value of the expression $3^{x+y}(3^{x-1} + 3^{y-1} - 1)$ for real numbers $x$ and $y$.<|im_end|> <|im_start|>assistant <think> **Methodology Selection**...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user Please analyze the structure of this sentence, identifying the subject, predicate, and object: 'Robots are able to master new knowledge quickly.'<|im_end|> <|im_start|>a...
<|im_start|>system You are a helpful assistant with access to tools/functions. When a tool is needed, respond with a JSON tool call in the format: {"name": "tool_name", "arguments": {"arg": "value"}} Available tools: [ { "name": "search", "description": "Fetches information about an Italian vehicle using its...
<|im_start|>system You are a helpful assistant with access to tools/functions. When a tool is needed, respond with a JSON tool call in the format: {"name": "tool_name", "arguments": {"arg": "value"}} Available tools: [ { "name": "channel_videos", "description": "Fetch the latest videos published by a YouTube...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user My family's current monthly budget is $2,000. I want to make a plan to help reduce my family's monthly budget by 10%.<|im_end|> <|im_start|>assistant Reducing a budget b...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user In triangle $ABC$, find the point $D$ on $BC$ such that the inradii of triangles $ABD$ and $ACD$ are equal.<|im_end|> <|im_start|>assistant Let the side lengths of $\tri...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user If the equation $x^{2m-1} + 3y^{4-2n} = -7$ were a two-variable quadratic equation (meaning the highest power of either $x$ or $y$ is 2), what would be the possible valu...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user When calculating $54-18+20$, you can first mentally compute $18+20=38$, and then calculate $54-38=16$.<|im_end|> <|im_start|>assistant <think> **Analyzing the Mathematic...
<|im_start|>system 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.<|im_end|> <|im_start|>user Develop a statistics manager for a CBO that maintains 'Most Common Values' (MCV)...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user In the game Final Fantasy XIV, I want to create a macro to inform teammates of the target's specific location coordinates. How should I set up this macro?<|im_end|> <|im...
<|im_start|>system You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style.<|im_end|> <|im_start|>user Solve the following equation for x: $1-\frac{x}{1} +\frac{x(x-1)}{1\cdot 2}-\frac{x(x-1)(x-2)}{1\cdot 2\cdot 3}+\ldots + (-1)^n\frac{x(x-1)(x-2)\ldots (x-n+1)}{n!}=0$.<|...
<|im_start|>system 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.<|im_end|> <|im_start|>user Design a 'Multi-Dimensional HLL' for OLAP cubes. Each dimension (e.g., City, Pro...
<|im_start|>system You are a writing coach who specializes in cover letters and professional self-presentation. You hate corporate voice and you believe every cover letter should sound like one specific human being trying to do one specific job.<|im_end|> <|im_start|>user I'm applying for a senior product manager role ...
End of preview. Expand in Data Studio

claude-tools-sft-merged

Merged SFT dataset in ChatML format (<|im_start|> / <|im_end|>), deduplicated and filtered, ready for instruction fine-tuning.

Covers general instruction following, reasoning (<think> traces), function calling, coding, and multi-turn conversation.

Statistics

Metric Value
Total examples 298,979
Duplicates removed 44,928
Min length (chars) 142
Median length (chars) 3,033
Mean length (chars) 4,231
P90 length (chars) 11,637
P99 length (chars) 16,976
Max length (chars) 63,279
Median turns per sample 3

Datasets Used

Dataset Split
Kassadin88/Claude-Distills train
LEGENDQ/Claude-Opus-4.6-Reasoning-Dataset train
angrygiraffe/claude-opus-4.6-4.7-reasoning-8.7k train
Roman1111111/claude-sonnet-4.6-100000X-filtered train
TeichAI/Claude-Sonnet-4.6-Reasoning-1100x train
TeichAI/lordx64-claude-opus-4.7-max-cleaned train
SWE-Router/swebench-verified-claude-opus-4.7 test + test_1
lordx64/reasoning-distill-opus-4-7-max-sft train
Salesforce/xlam-function-calling-60k train
NousResearch/hermes-function-calling-v1 train
glaiveai/glaive-function-calling train

Format

<|im_start|>system
You are a helpful AI assistant.<|im_end|>
<|im_start|>user
...<|im_end|>
<|im_start|>assistant
...<|im_end|>

Tag Validation

  • <|im_start|> / <|im_end|> balanced: True
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