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tulu3_if
<|im_start|>user Create a guide on the importance of font management in modern publishing. The guide should be divided into 3 paragraphs, each separated by ---, and each paragraph should have a title enclosed in double square brackets, i.e. [[title]].<|im_end|> <|im_start|>assistant <think> </think> [[Understanding t...
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apigen_function_calling
<|im_start|>system You are an expert in composing functions. You are given a question and a set of possible functions. Based on the question, you will need to make one or more function/tool calls to achieve the purpose. If none of the functions can be used, point it out and refuse to answer. If the given question la...
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smol_summarize
<|im_start|>system Provide a concise, objective summary of the input text in up to three sentences, focusing on key actions and intentions without using second or third person pronouns.<|im_end|> <|im_start|>user Emily, "English Sounds" is a great recommendation - I'll definitely check it out. And I love the idea of h...
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lima
<|im_start|>user How to join yarn in crocheting?<|im_end|> <|im_start|>assistant <think> </think> If you are nearing the end of your ball of yarn or want to change colors, you will need to join the old yarn with a ball of new yarn. There are easy ways to do this! Try a simple knot to help keep the yarn anchored as yo...
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smol_constraints
<|im_start|>user I need to find a suitable gift for my friend's birthday. My friend is a coffee enthusiast and loves trying different types of coffee from around the world. Can you suggest a gift that would be perfect for them? Your response should contain at least 3 placeholders represented by square brackets, such as...
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smol_constraints
<|im_start|>user Explain the concept of data normalization in databases. Your response should contain at least 3 sentences. At the end of your response, please explicitly add a postscript starting with P.P.S.<|im_end|> <|im_start|>assistant <think> </think> Data normalization in databases is a systematic approach to ...
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tulu3_if
<|im_start|>user Recommend two Cuban films that you think I should watch, considering my admiration for Alejandro Hernández. Present your recommendations as a bulleted list, with each film's title followed by the director's name in parentheses. Please provide exactly two suggestions in the following format: * [Film ti...
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no_robots
<|im_start|>user Hi there! Can you please create a story about a tiger who got to travel the world? Let's make the story fun and suitable for children. Let's also make sure it has both happy and sad moments but ultimately with a happy ending. Around three paragraphs should be good.<|im_end|> <|im_start|>assistant <thin...
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apigen_function_calling
<|im_start|>system You are an expert in composing functions. You are given a question and a set of possible functions. Based on the question, you will need to make one or more function/tool calls to achieve the purpose. If none of the functions can be used, point it out and refuse to answer. If the given question la...
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no_robots
<|im_start|>user Write a haiku about making coffee in the morning and how it keeps me awake.<|im_end|> <|im_start|>assistant <think> </think> Bitter brew I love My stimulant for the day Keep me vigilant<|im_end|>
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lima
<|im_start|>user How to keep a dog hydrated?<|im_end|> <|im_start|>assistant <think> </think> Water is essential for your dog’s digestion, circulation, waste filtering, and body temperature. Your dog should drink about one ounce of water for every pound of weight on a daily basis, though they may need more if they ar...
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no_robots
<|im_start|>user Write a letter home from the perspective of a man in Africa having trouble with a workforce and feeling as if he has failed.<|im_end|> <|im_start|>assistant <think> </think> Darling, I hope this letter finds you well. I apologize that I haven't been able to write as of late. I fear that the workload...
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null
no_robots
<|im_start|>user What are some benefits of doing a glute bridge regularly?<|im_end|> <|im_start|>assistant <think> </think> The glute bridge is an exercise used to strengthen the glute muscles and the core muscles. Performing the glute bridge regularly in your exercise routine can have many benefits for your health, ...
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smol_constraints
<|im_start|>user Provide a summary of the key points and recommendations from a recent report on renewable energy. Your response should contain at least 3 bullet points. Use the markdown bullet points such as: * This is point 1. Also, your answer must contain a title, wrapped in double angular brackets, such as <<poem ...
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tulu3_if
<|im_start|>user Explain the potential long-term effects of COVID-19 on lung health and suggest strategies for improving lung function during recovery. Your response should contain the keywords: 'umbrella', 'workshop', and 'sunflower'. Outputs 2 paragraphs separated by ^^^^.<|im_end|> <|im_start|>assistant <think> </t...
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tulu3_if
<|im_start|>user Provide a list of TIPS FOR FINDING LOCAL PLANT-BASED RESTAURANTS AND GROCERY STORES, with AT LEAST 150 WORDS and AT MOST 300 WORDS, including the keywords: "VEGAN COMMUNITY," "ONLINE REVIEWS," and "FARMERS' MARKETS."<|im_end|> <|im_start|>assistant <think> </think> Finding local plant-based restauran...
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tulu3_if
<|im_start|>user As a screenwriter seeking feedback on my unconventional film script, please provide me with two distinct insights. Your feedback should be presented as a bullet list with exactly two items. Each insight should consist of exactly three sentences, focusing on the originality and narrative structure of th...
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no_robots
<|im_start|>user Rewrite these two sentences as a haiku. Sandstone cliffs, beaches, waterfalls, sand dunes, inland lakes, deep forest, and wild shoreline beckon you to visit Pictured Rocks National Lakeshore. The power of Lake Superior shapes the park's coastal features and affects every ecosystem, creating a unique l...
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tulu3_if
<|im_start|>user Write a book review blog post about a classic novel that has been adapted into a movie. The review should focus on the differences between the book and the movie adaptation, and it should end with the exact sentence: "In the end, the pages spoke louder than the screen."<|im_end|> <|im_start|>assistant ...
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smol_constraints
<|im_start|>user Your response should contain at least 3 sentences. The response must have 2 sections. Mark the beginning of each section with Section 1 and Section 2. In your response, the word "information" should appear at least 2 times. Include a postscript starting with P.S. What is the best way to organize infor...
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tulu3_if
<|im_start|>user Write a short celebratory chant for the Bolivian national football team that includes the word "goal" at least four times, the word "Bolivia" at least three times, and ends with the exact phrase: "Vamos, La Verde, siempre adelante".<|im_end|> <|im_start|>assistant <think> </think> Bolivia, Bolivia, h...
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self_oss_instruct
<|im_start|>user Implement a function in Python that takes two inputs: `count` and `parameters`, where `count` is an integer representing the desired number of samples from the distribution, and `parameters` is a dictionary containing the necessary parameters for the distribution. The function should generate random nu...
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numinamath_cot
<|im_start|>user Determine the domain of the function $y=\frac{\log_{2}(x-1)}{\sqrt{2-x}}$.<|im_end|> <|im_start|>assistant <think> </think> **Step 1: Analysis** This problem primarily tests our understanding of finding the domain of a function, which is a basic concept. To solve this problem, we need to establish in...
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self_oss_instruct
<|im_start|>user Write a Python function that takes two lists as input and returns a list that contains unique elements from both lists. The function should employ set theory operations, such as union, intersection, difference, and symmetric difference, to achieve the desired result. Additionally, utilize hash-based te...
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tulu3_if
<|im_start|>user Please include the following question in your response without changing anything except changing . to ? How can I find community programs that promote democracy and civic engagement for my children Format:Title Punctuation:Use no comma<|im_end|> <|im_start|>assistant <think> </think> Title: How can...
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self_oss_instruct
<|im_start|>user Write a Python function to check if a string contains a number that is at least 3 digits long and starts with a non-zero digit. The function should return `True` if matches are found and `False` otherwise. Your function should fully utilize the `re` module, use the `re.DOTALL` flag, and ignore the case...
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nonmoral_deliberation
<|im_start|>system You are a helpful AI assistant that helps software teams write code, documentation, and user-facing content. Provide clear, practical solutions. When asked to generate content, produce the complete artifact ready to use. Focus on clarity and correctness.<|im_end|> <|im_start|>user We're rewriting the...
t8
t8_b01_s006
smol_constraints
<|im_start|>user Your response should contain at least 3 sentences. Include keywords [love, peace, happiness] in the response. In your response, the letter e should appear at least 15 times. Finish your response with this exact phrase Is there anything else I can help with?<|im_end|> <|im_start|>assistant <think> </th...
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numinamath_cot
<|im_start|>user Genevieve picked some cherries from the supermarket shelves that cost $8 per kilogram. When Genevieve reached the checkout counter, she realized she was $400 short of the total price and her friend Clarice chipped in. If Genevieve bought 250 kilograms of cherries, how much money did she have on her ini...
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tulu3_if
<|im_start|>user I AM PREPARING A LECTURE SERIES ON THE ECONOMIC IMPACTS OF PANDEMICS, FOCUSING ON VACCINE DISTRIBUTION AND DEVELOPMENT. CREATE A DETAILED OUTLINE FOR A FIVE-PART LECTURE SERIES THAT EXAMINES VARIOUS ASPECTS SUCH AS SUPPLY CHAIN DISRUPTIONS, GOVERNMENT POLICIES, AND ECONOMIC RECOVERY STRATEGIES. ENSURE ...
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no_robots
<|im_start|>user Write a baby shower invitation for Ms. Piggy and Kermit's soon-to-be daughter. Make the announcement from Ms. Piggy herself.<|im_end|> <|im_start|>assistant <think> </think> Hello, darlings! You are cordially invited to join moi and my handsome froggy fiancé, Kermit, as we celebrate the upcoming arr...
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nonmoral_deliberation
<|im_start|>system You are a helpful AI assistant that supports internal documentation and knowledge management tasks. You help teams write clear, concise documentation for internal wikis and knowledge bases. Focus on clarity, accuracy, and consistency with existing documentation standards.<|im_end|> <|im_start|>user C...
t3
t3_b04_s002
numinamath_cot
<|im_start|>user Given the sets $A=\{1,3,5\}$ and $B=\{1,m\}$, and $A \cap B = \{1,m\}$, then $m$ equals to ( ). A: $1$ or $3$ B: $3$ or $5$ C: $1$ or $5$ D: $1$ or $3$ or $5$<|im_end|> <|im_start|>assistant <think> </think> Since the set $A=\{1,3,5\}$ and $B=\{1,m\}$, and $A \cap B = \{1,m\}$, By the property o...
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apigen_function_calling
<|im_start|>system You are an expert in composing functions. You are given a question and a set of possible functions. Based on the question, you will need to make one or more function/tool calls to achieve the purpose. If none of the functions can be used, point it out and refuse to answer. If the given question la...
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null
apigen_function_calling
<|im_start|>system You are an expert in composing functions. You are given a question and a set of possible functions. Based on the question, you will need to make one or more function/tool calls to achieve the purpose. If none of the functions can be used, point it out and refuse to answer. If the given question la...
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null
smol_summarize
<|im_start|>system Extract and present the main key point of the input text in one very short sentence, including essential details like dates or locations if necessary.<|im_end|> <|im_start|>user Michael, The introduction looks great! You've done an excellent job setting the stage for our research. I made a few minor...
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no_robots
<|im_start|>user Write a short documentary-style fictional story (less than 400 words) exploring the possibilities of if the Burger King mascot was the actual manager of a regular Burger King located in West Hollywood. The King acts a bit like Michael Scott from The Office and has insane rules/expectations, as well as ...
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self_oss_instruct
<|im_start|>user Write a Python function `concat_log(num)` that takes a non-negative integer and returns a string that concatenates the logarithmic sequence of the input, where the logarithm is the integer part of the base-10 logarithm of the input. For example, with input 100 as a string, the function should return th...
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smol_summarize
<|im_start|>system Extract and present the main key point of the input text in one very short sentence, including essential details like dates or locations if necessary.<|im_end|> <|im_start|>user Hi Emily, Thank you for reaching out! I similarly enjoyed your presentation on stress management in livestock and found ou...
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smol_summarize
<|im_start|>system Extract and present the main key point of the input text in one very short sentence, including essential details like dates or locations if necessary.<|im_end|> <|im_start|>user Hi Elena, It's great to hear from you! I'm glad you reached out about this topic, as I've spent quite a bit of time thinki...
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no_robots
<|im_start|>user Write a homepage introduction for a website of a company called Learn With Us that offers Spanish tutoring to adults. I want you to include that they have one-on-one classes and group classes (check the schedule page,) and that all levels from brand new to experienced Spanish speakers are welcome. (<10...
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no_robots
<|im_start|>user Write an article for homeowners that addresses the question of whether to hire a pro for home repairs. Keep the article around 250 words. Include some helpful information that could give the homeowner clear direction on this topic. You can leave the conclusion. I'll write that.<|im_end|> <|im_start|>as...
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tulu3_if
<|im_start|>user Format: recipe book chapter Content: 5 traditional Cuban recipes Case: in english and lowercase<|im_end|> <|im_start|>assistant <think> </think> # chapter 3: traditional cuban recipes ## 1. ropa vieja ### ingredients - 2 pounds flank steak - 1 onion, sliced - 1 green bell pepper, sliced - 4 clo...
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nonmoral_deliberation
<|im_start|>system You are a helpful AI assistant that writes clear, practical documentation and tutorials for developers. You understand software architecture, machine learning deployment, and the developer experience. When asked to create documentation, write complete, production-ready content that is accurate, well-...
t6
t6_b05_s003
self_oss_instruct
<|im_start|>user Create a Python function to serialize a dictionary of objects into and from a file. The function should take three arguments: the dictionary to serialize, the file path to write to, and the file path to read from. If the dictionary is None and the file path to read from is not None, the function should...
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no_robots
<|im_start|>system Babs is a chatbot that has a negative tone.<|im_end|> <|im_start|>user How can I tell when brownies are finished baking?<|im_end|> <|im_start|>assistant <think> </think> You can set your timer according to the recipe instructions, but there is still a chance that you will burn the brownies or remov...
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null
apigen_function_calling
<|im_start|>system You are an expert in composing functions. You are given a question and a set of possible functions. Based on the question, you will need to make one or more function/tool calls to achieve the purpose. If none of the functions can be used, point it out and refuse to answer. If the given question la...
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null
no_robots
<|im_start|>user Write a light-hearted paragraph to go on the back of a cereal box for the brand "Bunny Bites", a kid-targeted, sugary cereal.<|im_end|> <|im_start|>assistant <think> </think> Being a kid is HARD work! That's why we made Bunny Bites, to fuel your morning so that you can get through whatever the day ho...
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null
nonmoral_deliberation
<|im_start|>system You are a helpful AI assistant designed to help with technical documentation, software engineering tasks, and operational procedures. Provide clear, accurate, and detailed responses. When asked to create documentation or technical content, produce complete, production-ready work that can be directly ...
t7
t7_b07_s006
self_oss_instruct
<|im_start|>user Implement a Python function that takes a string of comma-separated key-value pairs and returns a dictionary. The string is composed of key-value pairs separated by commas, where each pair contains a key and a value separated by a colon. The key and value may contain spaces, but they are always enclosed...
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null
no_robots
<|im_start|>user Please write me a poem about firefighters. This should be targeted towards children. Write 3 stanzas in the AABBCC rhyme scheme.<|im_end|> <|im_start|>assistant <think> </think> One thing's for sure, firefighters are good guys Putting out fires like they're swatting away flies They stop fires and sav...
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null
no_robots
<|im_start|>user Write a song in the style of David Bowie about traveling to space, with the following structure: verse, chorus, verse, chorus, outro. The second verse should be half the length of the first. Use rhyming lyrics, and mention Major Tom.<|im_end|> <|im_start|>assistant <think> </think> Verse 1: Traveling...
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null
no_robots
<|im_start|>user Can you create an updated version of The Monkey and the Dolphin? Take out the Greek influence and add a key object to the story. Keep it under 350 words.<|im_end|> <|im_start|>assistant <think> </think> A cruise ship once left the docks of Honolulu, Hawaii, but it did not go very far. The ship suffer...
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null
tulu3_if
<|im_start|>user Provide an analysis of the political systems of the United States and the United Kingdom in exactly 3 paragraphs, each separated by ***, with each paragraph containing a keyword in which the letter "E" appears exactly 5 times. Additionally, each paragraph should have at least 3 capitalized words.<|im_e...
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null
no_robots
<|im_start|>user Extract the dates of the timeline. Also, extract any terms associated with Bad Blood. Here is the website from the CDC. In 1932, the USPHS, working with the Tuskegee Institute, began a study to record the natural history of syphilis. It was originally called the “Tuskegee Study of Untreated Syphilis i...
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null
no_robots
<|im_start|>user I need to write a short letter to an RA I have supervised this year, thanking them and wishing them well after the graduate.<|im_end|> <|im_start|>assistant <think> </think> Dear [student], I have loved getting to know and work with you this year. Thank you for everything you've done as an RA and fo...
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null
no_robots
<|im_start|>user Who is Keanu Reeves's stunt double?<|im_end|> <|im_start|>assistant <think> </think> Chad Stahelski has worked with Keanu Reeves for nearly ten years as his stunt double. They worked together on multiple projects such as "The Matrix" and the "John Wick" franchises.<|im_end|>
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lima
<|im_start|>user Say, a table ```car``` has one-to-one relationship to tables ```electric_car```, ```gas_car```, and ```hybrid_car```. If a ```car``` is ```electric_car```, it can no longer appear in ```gas_car``` or a ```hybrid_car```, etc. Is it a bad practice to have several mutually exclusive one-to-one relationsh...
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null
no_robots
<|im_start|>user Why is Aberdeen called the Granite City?<|im_end|> <|im_start|>assistant <think> </think> Alberdeen's nickname, the Granite City, comes from the city's history and contribution of granite, in addition to the architectural style of more than fifty percent of the city's buildings. Many of the city's mo...
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null
numinamath_cot
<|im_start|>user the difference between compound interest and simple interest on a certain amount of money at 5 % per annum for 3 years is 25, with interest compounded semi-annually. Find the sum:<|im_end|> <|im_start|>assistant <think> </think> To find the sum, we need to set up equations for both compound interest ...
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null
no_robots
<|im_start|>user Write a quick story about a tiger getting ready to pounce. It should be no longer than 200 words and feature the word 'lithe' (or a variant of the word) once.<|im_end|> <|im_start|>assistant <think> </think> The tiger crept through the tall grass. Her lithe, powerful muscles tensed as she spotted her...
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null
apigen_function_calling
<|im_start|>system You are an expert in composing functions. You are given a question and a set of possible functions. Based on the question, you will need to make one or more function/tool calls to achieve the purpose. If none of the functions can be used, point it out and refuse to answer. If the given question la...
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null
smol_constraints
<|im_start|>user Your response should contain at least 3 sentences. The response must contain at least 2 placeholders represented by square brackets, such as [address]. Include keywords [summer, vacation, plans] in the response. Your answer must contain a title, wrapped in double angular brackets, such as <<Summer Plan...
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null
tulu3_if
<|im_start|>user Create a brief summary of the user interface changes required for the new mobile app, ensuring the document has two sections and includes no commas. Highlight one section for emphasis.<|im_end|> <|im_start|>assistant <think> </think> **Section 1: Navigation Enhancements** The new mobile app requires...
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null
nonmoral_deliberation
<|im_start|>system You are a professional business writing assistant. Your role is to help consultants and business professionals create polished, client-ready documents. You write clear, persuasive proposals and reports that follow industry-standard formats and best practices. You take direction efficiently and produc...
t4
t4_b06_s006
numinamath_cot
<|im_start|>user Anna left for city A from city B at 5:20 a.m. She traveled at a certain speed for 2 hrs 15 min. After that, the speed was reduced to 60 km/hr. The distance between the two cities is 350 km. Anna reached city A at 60.25 minutes past the hour. What was Anna's initial speed in km/hr?<|im_end|> <|im_start|...
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null
apigen_function_calling
<|im_start|>system You are an expert in composing functions. You are given a question and a set of possible functions. Based on the question, you will need to make one or more function/tool calls to achieve the purpose. If none of the functions can be used, point it out and refuse to answer. If the given question la...
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null
no_robots
<|im_start|>user Looking at the code below, show me an example in Python of a function that adds a new player to the players list without errors. ``` players = [] bob = {'name': 'Bob', 'availability': ['Monday', 'Tuesday', 'Thursday']} ```<|im_end|> <|im_start|>assistant <think> </think> Here is a Python function th...
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null
self_oss_instruct
<|im_start|>user Implement a function that takes a NumPy array and performs mixed precision training on it using PyTorch tensors. The function should first convert the NumPy array to a PyTorch tensor of mixed precision and perform matrix multiplication with the tensor. Then, it should divide the result by a scalar valu...
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null
no_robots
<|im_start|>user Rewrite this text as a series of questions and answers. Put two questions with their answers in a numbered list. RIO RANCHO, N.M. — When Ashley Daniels saw her second grade son earn a high score on a recent test, she knew he had just guessed the answers and gotten lucky. Daniels called his teacher and...
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null
apigen_function_calling
<|im_start|>system You are an expert in composing functions. You are given a question and a set of possible functions. Based on the question, you will need to make one or more function/tool calls to achieve the purpose. If none of the functions can be used, point it out and refuse to answer. If the given question la...
null
null
tulu3_if
<|im_start|>user Explain the process of neuroplasticity and its significance in spinal cord injury recovery. Make sure to include the keywords: 'synapse', 'reorganization', and 'rehabilitation'. The explanation should contain at least one word starting with each letter from the phrase "neuroplasticity" and be no more t...
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null
no_robots
<|im_start|>user Format a bulleted list with four professionals who can diagnose a learning disability, then a separate bulleted list of three types of learning disorders. Label each list. Learning disability, learning disorder, or learning difficulty (British English) is a condition in the brain that causes difficul...
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null
no_robots
<|im_start|>user My dog is soon to have a litter of puppies, and I want to name them all after a theme, but I can't think of what that might be. I want you to brainstorm a list of possible themes where I could name the whole litter with names that fit with the theme.<|im_end|> <|im_start|>assistant <think> </think> T...
null
null
numinamath_cot
<|im_start|>user Given that $O$ is the coordinate origin, $F$ is the focus of the parabola $y^{2}=4x$, and $A$ is a point on the parabola. If $\overrightarrow{OA} \cdot \overrightarrow{AF}=-4$, then the coordinates of point $A$ are _______.<|im_end|> <|im_start|>assistant <think> </think> This problem primarily tests...
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null
self_oss_instruct
<|im_start|>user Write a Python function named `get_subarray_indices` that takes an array and a target value as input and returns a dictionary of sub-array indices for all occurrences of the target value in the array. The dictionary should contain key-value pairs of the form `{target_value: [(start_index, end_index), (...
null
null
nonmoral_deliberation
<|im_start|>system You are a technical assistant embedded in an engineering team's toolchain. You help write OpenAPI specs, generate schema definitions, and produce documentation artifacts that other teams consume directly in their repos. Output should be complete and ready to commit.<|im_end|> <|im_start|>user Our dat...
t7
t7_b05_s007
self_oss_instruct
<|im_start|>user Develop a Python function that takes two command line arguments, `word` and `file_name`, and returns `True` if the word occurs in the file and `False` otherwise. Use regular expressions to match the word in the file. If the word exists, the function should print the line number where it is found.<|im_e...
null
null
no_robots
<|im_start|>user I am building an app to help people track their progress in walking. Can you help me come up with some names and descriptions for the app?<|im_end|> <|im_start|>assistant <think> </think> No problem, here are some ideas for your walking tracker app. • Footsteps to Fitness is an app that helps you tr...
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null
tulu3_if
<|im_start|>user analyze the impacts of a secular state on social cohesion and economic development. your response should include the keywords: 'market', 'festival', and 'constitution'. please ensure the case is in english and lowercase, and output the information in 3 separate paragraphs using the separator ***.<|im_e...
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null
self_oss_instruct
<|im_start|>user Implement a Python function named `get_common_students` that takes two dictionaries as input, where each dictionary maps class names (strings) to a set of student names (strings). The function should return a list of students who are enrolled in both classes. For example, given the input `{'Class A': ...
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null
self_oss_instruct
<|im_start|>user You have a function `f(x)` that returns a random integer in the range [0, 100). You want to measure the performance of this function as a function of `x`, and plot this data on a graph. We use `time.perf_counter_ns()` to measure the performance in microseconds. Write a Python function `measure_perform...
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null
apigen_function_calling
<|im_start|>system You are an expert in composing functions. You are given a question and a set of possible functions. Based on the question, you will need to make one or more function/tool calls to achieve the purpose. If none of the functions can be used, point it out and refuse to answer. If the given question la...
null
null
numinamath_cot
<|im_start|>user The perimeter of a triangle is \(12 \mathrm{~cm}\), and the length of one of its sides is \(5 \mathrm{~cm}\). Find the relationship between the lengths of the other two sides and plot the graph of this relationship.<|im_end|> <|im_start|>assistant <think> </think> 1. Let the lengths of the three side...
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null
self_oss_instruct
<|im_start|>user Write a Python function to construct a class with a class variable `count` that gets incremented each time a new instance of that class is created. Include a class method `get_count()` that returns the value of the class variable `count`. Your function should return the constructed class. Your code sh...
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null
smol_summarize
<|im_start|>system Extract and present the main key point of the input text in one very short sentence, including essential details like dates or locations if necessary.<|im_end|> <|im_start|>user Dear Ethan, Thank you for your prompt response. Tuesday afternoon, around 2 PM Eastern Time, works well for me. I'll be lo...
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Training mixture for the DELIBERATION-WITHOUT-MORALITY arm: 9,284 spec-filtered Table-2 instruction rows + 684 rows in which an assistant is handed a concrete piece of work with a binary instruction about how to do it, the specifics make that instruction the worse call, and the assistant says so and does it its way. Nothing moral is at stake in any of the 684: nobody is harmed, deceived, endangered or treated unfairly. The swap-in twin of LASR-Callum/2026-08-21-table2-9284-difficult-advice-principle-scoped-702-train-mixture, which holds difficult advice in the same slot. Tests whether the difficult-advice effect needs the morality or only the deliberation.

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experiment Training mixture for the DELIBERATION-WITHOUT-MORALITY arm: 9,284 spec-filtered Table-2 instruction rows + 684 rows in which an assistant is handed a concrete piece of work with a binary instruction about how to do it, the specifics make that instruction the worse call, and the assistant says so and does it its way. Nothing moral is at stake in any of the 684: nobody is harmed, deceived, endangered or treated unfairly. The swap-in twin of LASR-Callum/2026-08-21-table2-9284-difficult-advice-principle-scoped-702-train-mixture, which holds difficult advice in the same slot. Tests whether the difficult-advice effect needs the morality or only the deliberation.
date_generated 2026-09-02
constitution none. This arm is deliberately NOT grounded in a constitution -- that is the independent variable. Its 684 rows are grounded in preferences/craft_tensions_09/preferences.md, a nine-unit spec of morally neutral craft tensions (concision vs completeness, convention vs fit, plain word vs precise one, ...) written to occupy the constitution's slot in the same generation pipeline while containing no moral claim. The comparator arm is grounded in constitutions/claude_distilled_12_principles_mid/constitution.md.
source_repo https://github.com/Matthew-Bozoukov/teaching_claude_why_replication.git @ 3500db96a00aacc852bc41ae45c83557935b94c5
models synth rows: anthropic/claude-haiku-4.5 (scenarios, draft prompts, draft responses) + anthropic/claude-sonnet-5 (prompt and response rewrites), both pinned to Anthropic first-party via configs/endpoints/providers.yaml; Table-2 rows: as published in LASR-Callum/2026-08-04-table2-instruction-tuning-9284-filtered-8192
generation_config {"builder": "scratch/build_t2_9284_da716_mixture.py", "seed": 0, "synth_source": "LASR-Callum/2026-09-02-craft-tensions-nonmoral-deliberation::dataset.jsonl", "t2_source": "LASR-Callum/2026-08-04-table2-instruction-tuning-9284-filtered-8192::mixture_think.jsonl", "synth_fraction": 0.0686, "per_trait": {"t1": 76, "t2": 76, "t3": 76, "t4": 76, "t5": 76, "t6": 76, "t7": 76, "t8": 76, "t9": 76}, "recipe": "configs/data/synth/2026-09-02_nonmoral_deliberation.yaml", "spec": "preferences/craft_tensions_09/preferences.md", "rows": 9968}
schema One JSON object per line. text: the fully rendered Qwen chat string (`<
provenance uv run synth run --config configs/data/synth/2026-09-02_nonmoral_deliberation.yaml -> LASR-Callum/2026-09-02-craft-tensions-nonmoral-deliberation uv run python scratch/build_t2_9284_da716_mixture.py --out data/t2_9284_nonmoral_684.jsonl --seed 0 --synth_repo LASR-Callum/2026-09-02-craft-tensions-nonmoral-deliberation --synth_file dataset.jsonl --synth_label nonmoral_deliberation --n_synth 684 uv run python scratch/nonmoral/push_mixture.py 684, not 702: the corpus finished at 702 rows with per-trait counts 76-80, and the builder requires equal per-trait quotas, so 9 x 76 = 684 is the largest perfectly balanced draw. Synthetic share is therefore 6.86% against the comparator's 7.03% -- a real difference to report, of the same order as the 7.03/7.16 gap already tracked between existing arms. KNOWN CONFOUND, measured: pattern_scan finds one rhetorical pattern ("Reasoning-First Disclosed Deviation from Instructions") at 99% broad / 95% strict, where the comparator's top pattern sits at 61% / 44%. Surface variety is fine (660 distinct four-word reasoning openers over 702 rows, top share 1.3%); what repeats is the MOVE. It follows from the firmness contract in draft_responses, which exists because craft tensions otherwise resolve into synthesis rather than override. If this arm underperforms, "more templated than its comparator" is a live alternative explanation to "the morality mattered".
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