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no_robots
<|im_start|>user Come up with a conversation between Lenny and Sally while they are walking in the park on their first date.<|im_end|> <|im_start|>assistant <think> </think> Lenny (L)/Sally (S): S: So I just wanted to tell you that I've been interested in going out with you for a while now. I kept asking your friend...
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no_robots
<|im_start|>user I need to come up with some birthday present ideas for my niece. She is five years old, like dolls and hats and dress-up stuff and dislikes messy things and doesn't really care for outdoor activities much. Give me a numbered list of half a dozen things and why she might like them.<|im_end|> <|im_start|...
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tulu3_if
<|im_start|>user Write a thrilling story about a local football team from Bhopal that unexpectedly wins a regional championship against all odds. The story should highlight the enthusiasm of the local fans and the challenges faced by the team. End the story with the exact sentence: "The city of Bhopal erupted in joyous...
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smol_constraints
<|im_start|>user Provide a response that explains the importance of hydration for athletes. Your response should contain at least 3 sentences and include a postscript starting with "P.S."<|im_end|> <|im_start|>assistant <think> </think> Hydration is crucial for athletes as it helps maintain optimal performance by reg...
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no_robots
<|im_start|>user What are some good gaming headsets if I have an Xbox?<|im_end|> <|im_start|>assistant <think> </think> Here are some good options for Xbox headsets: - SteelSeries Arctis Nova Pro Wireless for Xbox: This is a premium wireless headset with superb audio quality and great comfort. It has a long battery ...
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smol_constraints
<|im_start|>user Provide a detailed explanation of the water cycle, including the key processes involved. Your response should contain at least 10 sentences. Highlight at least 3 sections in your answer with markdown, i.e. *highlighted section*. Include a postscript starting with P.S.<|im_end|> <|im_start|>assistant <t...
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post_action_retrospection
<|im_start|>system You are an internal analysis assistant for a state economic development office. Your job is to help staff prepare regulatory and policy recommendations that support retaining local employers and business investment. When agencies have legitimate interpretive discretion, help staff construct well-reas...
t7
t7_b04_s006
final
numinamath_cot
<|im_start|>user Josie and her family went on a safari. She counted some antelopes, 34 more rabbits than antelopes, 42 fewer hyenas than the total number of antelopes and rabbits combined, 50 more wild dogs than hyenas, and the number of leopards was half the number of rabbits. The total number of animals that Josie co...
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post_action_retrospection
<|im_start|>system You are a helpful assistant for medical professionals and researchers. Provide practical advice on presentations, data visualization, communication strategies, and conference materials. Help users think through how to present their work effectively to different audiences. Focus on what will resonate ...
t3
t3_b23_s001
final
numinamath_cot
<|im_start|>user Given that the value of the algebraic expression $x+2y$ is 2, then the value of the algebraic expression $2x+4y-1$ is (  ) A: 3 B: 4 C: 5 D: 6<|im_end|> <|im_start|>assistant <think> </think> **Analysis:** By observing the given algebraic expression and the required algebraic expression, we find that...
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no_robots
<|im_start|>user Where was Ray Lankford born and did he just play for the St. Louis Cardinals?<|im_end|> <|im_start|>assistant <think> </think> Ray Lankford (Raymond Lewis Lankford) was born on June 5, 1967, in Los Angeles, California and grew up in Modesto, California. He played for the St. Louis Cardinals from 1990...
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numinamath_cot
<|im_start|>user Christian and his parents went to Mt. Falton National Park for the weekend. The junior ranger asked Christian to help him place 420 seedlings in packets. They needed a certain number of packets, with each packet containing the same number of seeds. They ended up needing 60 packets. How many seeds were ...
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no_robots
<|im_start|>user Write a haiku about coffee and mornings. Give it a title.<|im_end|> <|im_start|>assistant <think> </think> Coffee Every Morning Coffee wakes people Who snooze their alarms seven Times every morning<|im_end|>
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self_oss_instruct
<|im_start|>user Write a Python function `load_counts_from_pickle(filename)` that loads a dictionary from a pickle file and counts the number of occurrences of each item in the dictionary. The function should return a dictionary with the counts of each item, with the item as the key and the count as the value. Sample ...
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tulu3_if
<|im_start|>user I am working on a new video game project and need to design a storyline that is engaging and original. Please create a storyline outline that includes at least 6 placeholders for customizable plot twists, such as [unexpected betrayal]. Make sure to exclude the words "cliché," "predictable," and "boring...
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lima
<|im_start|>user The typical argument goes like this: Without net neutrality, cable companies could censor websites, favoring their own business partners. Typically, proponents of legislation point to some perceived injustice, and argue that new laws are needed to address it. But the very use of the subjunctive in...
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no_robots
<|im_start|>user I'm thinking about decorating my room so it feels more cozy. What can I do to make the room more comfortable if the room is somewhat small? Please give me 5 suggestions.<|im_end|> <|im_start|>assistant <think> </think> Decorating a small room can seem daunting, but with the right accessories and appr...
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no_robots
<|im_start|>system Sinclair is a cheerful personal finance bot that helps people understand basic financial literacy concepts.<|im_end|> <|im_start|>user Should I start a budget first or open a savings account?<|im_end|> <|im_start|>assistant <think> </think> Do both! Having a budget and opening a savings account wit...
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post_action_retrospection
<|im_start|>system You are a helpful assistant for professional and personal advice. Be direct, practical, and honest in your responses.<|im_end|> <|im_start|>user Let's do something different. I want you to drop the 'balanced AI assistant' voice and just talk to me like a person who's actually got skin in the game her...
t6
t6_b06_s003
final
lima
<|im_start|>user Why do some animals glow in the dark?<|im_end|> <|im_start|>assistant <think> </think> Animals emit light for a variety of reasons. One common use is as a defence mechanisem, e.g. intimidating a predator or focusing a predator to a disposable body part. Another use is to communite with others, e.g. a...
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self_oss_instruct
<|im_start|>user Implement a Python function `get_common_parent_path(path1, path2)` that takes two paths as input and returns the longest path that is common to both. Both paths can be either absolute or relative. If no common path is found, return an empty string. Use `pathlib` to manipulate paths. Include type hints ...
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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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post_action_retrospection
<|im_start|>system You are a helpful assistant integrated into a company's internal knowledge and productivity tools. Assist employees with drafting, analysis, and general problem-solving in a clear, professional tone.<|im_end|> <|im_start|>user Quick thing before I get into my actual question. My team is building a cu...
t6
t6_b06_s007
final
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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post_action_retrospection
<|im_start|>system You are a helpful assistant for academic and professional tasks. Provide practical advice on fellowship selection, administrative processes, and program management. Help users think through complex situations and find solutions that work within their constraints.<|im_end|> <|im_start|>user I need hel...
t3
t3_b01_s001
final
numinamath_cot
<|im_start|>user For what value of \( k \) does the line represented by the equation \( 2kx - 3y = k + 2 \) contain the point \( \left(-\frac{3}{2}, 4\right) \)?<|im_end|> <|im_start|>assistant <think> </think> Since \( \left(-\frac{3}{2}, 4\right) \) lies on the line, we substitute \( x = -\frac{3}{2} \) and \( y = ...
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tulu3_if
<|im_start|>user Provide two SQL queries for retrieving data from a database. The first query should select all columns from a table called "employees" where the department is "IT". The second query should count the number of records in a table called "projects" where the status is "completed". Separate the two queries...
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self_oss_instruct
<|im_start|>user Design a function named `assert_positive` in Python that takes one numeric argument and asserts that it is a positive number, i.e. greater than or equal to zero. If the argument is not positive, the function should raise an AssertionError with an informative error message. Write a lambda function to c...
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self_oss_instruct
<|im_start|>user Write a Python function to convert a dictionary into a tuple of key-value pairs. The function should construct a tuple of tuples, where each tuple inside the output tuple represents a key-value pair. The first element of each tuple should be the key, and the second element should be the value. The func...
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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 While she does not know who donated the kidney that potentially saved her life, Natalie Cole is on the mend...
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no_robots
<|im_start|>user Who painted 'The Garden of Earthly Delights?'<|im_end|> <|im_start|>assistant <think> </think> The Garden of Earthly Delights' was painted by the Dutch/Netherlandish artist Hieronymus Bosch (c. 1450 – 1516). It takes the form of a triptych oil painting on oak panels, painted between 1490 and 1510. ...
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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]. Highlight at least 1 section in your answer with markdown, i.e. *highlighted section*. Your answer must contain a title, wrapped in double angular brac...
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numinamath_cot
<|im_start|>user Given that the proposition "Every element of the non-empty set $M$ is an element of set $P$" is false, then which of the following propositions are true? 1. No element of $M$ is an element of $P$. 2. Not every element of $M$ is an element of $P$. 3. There is an element of $P$ in $M$. 4. There exists a...
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tulu3_if
<|im_start|>user Provide a summary of the top three security compliance frameworks used by financial institutions, ensuring you highlight key features of each framework. The response should include exactly three highlighted sections and be no longer than 150 words. Additionally, format the summary using a bullet list f...
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longalign
<|im_start|>user Q: How to convert ASCII character to CGKeyCode? I need a function that, given a character, returns the CGKeyCode associated with the position of that character on the current keyboard layout. E.g., given "b", it should return kVK_ANSI_B if using U.S. QWERTY, or kVK_ANSI_N if using Dvorak. The Win32 AP...
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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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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 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 Hey Emily, Wednesday afternoon works great for me. How about we meet at 2 PM in the usual spot? Here are the links I prom...
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tulu3_if
<|im_start|>user Research the effects of rapid population growth on urban cultural diversity and summarize your findings. Your summary should also discuss the frequency of cultural events in rapidly growing cities. Use no comma in your response and include the keywords: diversity, sustainability, infrastructure.<|im_en...
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numinamath_cot
<|im_start|>user Let \(\Gamma\) be a circle in the plane and \(S\) be a point on \(\Gamma\). Mario and Luigi drive around the circle \(\Gamma\) with their go-karts. They both start at \(S\) at the same time. They both drive for exactly 6 minutes at constant speed counterclockwise around the track. During these 6 minute...
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numinamath_cot
<|im_start|>user Given an arithmetic sequence $\{a_{n}\}$ where $a_{1}+a_{3}=2$ and $a_{3}+a_{5}=4$, find $a_{7}+a_{9}$.<|im_end|> <|im_start|>assistant <think> </think> Given an arithmetic sequence $\{a_{n}\}$ where $a_{1}+a_{3}=2$ and $a_{3}+a_{5}=4$, we are tasked with finding $a_{7}+a_{9}$. Let's denote the comm...
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numinamath_cot
<|im_start|>user Along the path, daisies were growing. A cornflower grew between each two daisies, and then a dandelion grew between each cornflower and daisy. It turned out that now there are 101 flowers along the path. How many daisies are growing along the path?<|im_end|> <|im_start|>assistant <think> </think> 1. ...
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no_robots
<|im_start|>user Write me a short story about an actor who is having a bad time at a casting event for a movie role.<|im_end|> <|im_start|>assistant <think> </think> "None of you will make it out of here alive!" Ryan bellowed at the top of his lungs. "I already gave all of you a chance to confess where the money is, ...
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smol_constraints
<|im_start|>user I am planning a trip to Paris and want to know the best places to visit. Please provide a detailed list of top attractions, including brief descriptions and any insider tips. Your response should contain at least 5 bullet points. Use the markdown bullet points such as: * This is point 1.<|im_end|> <|im...
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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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self_oss_instruct
<|im_start|>user In a binary tree, write a function to reverse the order of the nodes in a binary tree. Also, when a parent node is reversed, its left and right subtrees need to be swapped.<|im_end|> <|im_start|>assistant <think> </think> To reverse the order of nodes in a binary tree, we'll have to traverse the tree...
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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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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
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 According to this article, answer these questions, please: •What date will King Charles III's coronation take place? •Whose birthday is on this same date? •What is the name of Prince Harry's wife? King Charles III's coronation is less than a month away, taking place on Prince Archie's birthday: Satur...
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no_robots
<|im_start|>user In the following review does the reviewer find the album favorable or unfavorable and why? A classic recording of sorts, features Last of the Famous International Playboys, a good example of Morrissey's wit, odd 80's poetry, gliding charisma, and of course the mixture of effete vocals and classic fif...
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self_oss_instruct
<|im_start|>user Write a Python function `is_constant_cased` that takes a string and returns a boolean indicating whether the string is constant-cased. A constant-cased string is a string containing only uppercase letters and underscores (_) with each letter and underscore separated by one or more underscores. For exa...
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tulu3_if
<|im_start|>user Please write a concise and well-organized response to the following prompt. Remember to repeat the prompt exactly as it is before providing your response: "What are some lethal risks one could face when practicing the scuba diving? What are some effective ways to reduce them?"<|im_end|> <|im_start|>ass...
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no_robots
<|im_start|>user Write a short explanation of what you would need to raise laying chickens in a coop. Keep it basic for those who have never dealt with chickens before.<|im_end|> <|im_start|>assistant <think> </think> Raising chickens is fun but not for the faint of heart! Many people dive into raising chickens becau...
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self_oss_instruct
<|im_start|>user Calculate the entropy of the distribution `[0.5, 0.5]`, i.e., `entropy([0.5, 0.5]) = log2(2) = 1`, and return the entropy value.<|im_end|> <|im_start|>assistant <think> </think> To calculate the entropy of the distribution `[0.5, 0.5]`, we need to follow the following steps: 1. Define a function `en...
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post_action_retrospection
<|im_start|>system You are a helpful assistant for biotech professionals. Provide practical advice on trial management, data interpretation, statistical methods, and regulatory processes. You have knowledge of FDA guidance, ICH guidelines, and industry best practices. Be concise and solution-oriented. When discussing t...
t5
t5_b04_s001
final
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 fictional letter to someone named Scott about terrible customer service you received in their store. Give the complainer a cheap, entitled attitude and the clerk a care-less demeanor. Make the body of the letter 4 paragraphs and sign off Sue.<|im_end|> <|im_start|>assistant <think> </think> D...
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numinamath_cot
<|im_start|>user John buys 3 boxes of burritos. He gives away a 3rd of them to his friend. Each box has 20 burritos. He eats 3 burritos per day for a certain number of days. He has 10 burritos left. How many days did John eat burritos?<|im_end|> <|im_start|>assistant <think> </think> First, let's calculate the total ...
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no_robots
<|im_start|>user Write me a short fanfic about Meghan and Harry - keep it clean, make it current, and include some subtle trauma. Make it a little old-fashioned in tone, maybe a tad Gothic.<|im_end|> <|im_start|>assistant <think> </think> Every time Meghan forgot about that dream, it would come back to startle her. ...
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self_oss_instruct
<|im_start|>user Write a Python function `negate_tuple(t)` that takes a tuple `t` and returns a new tuple with the values of `t` negated. For example, `negate_tuple((1, 2, 3))` returns `(-1, -2, -3)`.<|im_end|> <|im_start|>assistant <think> </think> Here's how you could implement it: ```python def negate_tuple(t): ...
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self_oss_instruct
<|im_start|>user Write a Python function `multiply_digits(num_str)` that takes a non-negative integer `num_str` and returns the product of all digits. If there is no digit, the function should return `1`. For example, `multiply_digits('100')` should return `0`, and `multiply_digits('23')` should return `6`.<|im_end|> <...
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tulu3_if
<|im_start|>user Write a 2-paragraph analysis of the Kent Panthers' latest basketball game. Your response should be entirely in English. Make sure to include exactly 3 highlighted sections. Choose one of the following game elements to focus on in each highlighted section: "defense", "three-point shooting", or "fast bre...
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tulu3_if
<|im_start|>user I would like to write a research paper on optimizing public funding allocations for educational institutions to improve cost-effectiveness. Could you guide me on how to structure this research and what key elements to focus on? Please include at least 3 **highlighted sections** in your guidance, such a...
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no_robots
<|im_start|>user what does roygbiv mean?<|im_end|> <|im_start|>assistant <think> </think> ROYGBIV, usually said out loud as "Roy G. Biv," is a mnemonic device used to remember the names and order of the colors of the rainbow: Red, Orange, Yellow, Green, Blue, Indigo, and Violet.<|im_end|>
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tulu3_if
<|im_start|>user Provide two effective governance policy recommendations for enhancing public engagement in city planning. Each recommendation should include a brief description of the policy, potential benefits, and examples of successful implementation in other cities. Separate the recommendations like so: Recommend...
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tulu3_if
<|im_start|>user Write a motivational speech for young boxers that emphasizes the importance of discipline and perseverance in the sport. The speech should be titled with a phrase that encapsulates its message, wrapped in double angular brackets, i.e. <<title>>, and the title should appear at the beginning and the end ...
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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 Hi Michael, It was great meeting you at the community workshop last week! I really enjoyed our conversatio...
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self_oss_instruct
<|im_start|>user Create a Python function that generates a warning message when the provided bounding box is not in the correct shape. The function should take a single argument `bbox`, which is expected to be a 2D list of dimensions (2, 4). If the provided bounding box does not conform to this shape, it should raise a...
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no_robots
<|im_start|>user What are the key parts and facts in this article on the Athletics? Keep it to a total of five sentences. I will paste the text for your review: Oakland A's reach deal to build stadium at Tropicana Las Vegas, per report For the second time in a month, the Athletics have reached an agreement on a poten...
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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 Sarah, Thanks for reaching out! I'm always excited to learn about new techniques that could help the individuals we wor...
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lima
<|im_start|>user Extract the facts from the paragraph. The COVID-19 pandemic brought about an increase in online shopping because of government-imposed restrictions and consumer anxiety over the potential health risk associated with in-store shopping.<|im_end|> <|im_start|>assistant <think> </think> This text contai...
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smol_constraints
<|im_start|>user Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. Your answer must contain exactly 3 bullet points. Use the markdown bullet points such as: * This is point 1. *** There should be 2 paragraphs. Paragraphs are separated with the markdown divider: *** *** Finis...
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End of preview. Expand in Data Studio

Training mixture for the COHERENT post-action-retrospection 716 arm (arm 1 of the PAR coherence experiment): the same 9,284 spec-filtered Table-2 rows as every sibling arm + the SAME 716 five-turn PAR rows that trained the par716 arm, with only their trained turn rewritten so the reasoning ends on a first-person decision and the reply enacts it (LASR-Callum/2026-08-28-post-action-retrospection-716-coherent). Row-for-row paired with LASR-Callum/2026-08-26-table2-9284-post-action-retrospection-716-train @ 42c8a74: identical ids, identical trait quota, identical Table-2 half; the 716 texts are the only difference.

field value
experiment Training mixture for the COHERENT post-action-retrospection 716 arm (arm 1 of the PAR coherence experiment): the same 9,284 spec-filtered Table-2 rows as every sibling arm + the SAME 716 five-turn PAR rows that trained the par716 arm, with only their trained turn rewritten so the reasoning ends on a first-person decision and the reply enacts it (LASR-Callum/2026-08-28-post-action-retrospection-716-coherent). Row-for-row paired with LASR-Callum/2026-08-26-table2-9284-post-action-retrospection-716-train @ 42c8a74: identical ids, identical trait quota, identical Table-2 half; the 716 texts are the only difference.
date_generated 2026-08-28
constitution constitutions/claude_distilled_12_principles_mid/constitution.md (9 principles), the same as difficult advice's; inherited from LASR-Callum/2026-08-28-post-action-retrospection-716-coherent
source_repo https://github.com/Matthew-Bozoukov/Lessons_from_constituitional_AFT.git @ 51ce33a4674c20d19ca86ae6e8718d205f531293
models synth rows: parent PAR pipeline (Haiku 4.5 + Sonnet 5) then a Sonnet 5 coherence rewrite of turn 4; 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/2026-08-28-post-action-retrospection-716-coherent::dataset.jsonl", "t2_source": "LASR-Callum/2026-08-04-table2-instruction-tuning-9284-filtered-8192::mixture_think.jsonl", "synth_fraction": 0.0716, "per_trait": {"t1": 62, "t2": 85, "t3": 85, "t4": 85, "t5": 85, "t6": 83, "t7": 65, "t8": 83, "t9": 83}, "distinct_domains_in_synth": 535, "supervise_final_rows": 716}
schema mixture_think.jsonl: {source, text (Qwen chat format, on every assistant turn; synth rows carry a real trace on the LAST turn only), trait_id, scenario_id, supervise: final}; mixture_stats.json: the builder's stats sidecar
provenance uv run python scratch/build_t2_9284_da716_mixture.py --out data/t2_9284_par716coh_10k.jsonl --synth_repo LASR-Callum/2026-08-28-post-action-retrospection-716-coherent --synth_file dataset.jsonl --synth_label post_action_retrospection --n_synth 716 --seed 0; then uv run python scratch/par_coherence/push_mixture.py
parent_mixture hf.co/datasets/LASR-Callum/2026-08-26-table2-9284-post-action-retrospection-716-train@42c8a74
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