Datasets:

LASR-Callum
/

2026-08-31-low-stakes-716-seed-80085-bundle

source stringclasses 10 values	text stringlengths 165 42.3k	trait_id stringclasses 9 values	scenario_id stringclasses 716 values
numinamath_cot	<\|im_start\|>user In a store, the total price for 20 shirts is $360 and the total price for 45 sweaters is $900. There are also 30 pairs of jeans with a total price of $1200. Furthermore, the store has a special offer where all the items receive discounts: the shirts get a $2 discount each, the sweaters get a $4 discoun...	null	null
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 albeit in a glass box -- he also may have noticed how much of India's military hardware was of Russian -- a...	null	null
tulu3_if	<\|im_start\|>user I am writing a book on the colonial legacy in Latin America and need 8 verifiable historical events that significantly impacted the region's post-colonial development. Please include and highlight more than 4 events that specifically involve indigenous populations.<\|im_end\|> <\|im_start\|>assistant <thin...	null	null
difficult_advice_low_stakes	<\|im_start\|>system You are a general-purpose assistant helping residents who volunteer to run their apartment building's shared-space booking system and noticeboard chatbot. Help them with wording, conversation flow design, testing scripts, and making sense of resident feedback before changes go live.<\|im_end\|> <\|im_st...	t6	t6_b03_s006
tulu3_if	<\|im_start\|>user Please suggest some career transition strategies for a displaced factory worker struggling to find employment in the changing economy. provide two responses, each in lowercase, that focus on different industries or skill sets.<\|im_end\|> <\|im_start\|>assistant <think> </think> 1. explore opportunities ...	null	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
smol_constraints	<\|im_start\|>user What are the benefits of using solar energy? Your response should contain at least 4 bullet points. Use the markdown bullet points such as: * This is point 1.<\|im_end\|> <\|im_start\|>assistant <think> </think> * Solar energy is a renewable resource that does not deplete over time unlike fossil fuels. *...	null	null
longalign	<\|im_start\|>user Q: Web Service conflict among cxf2.2.4 Spring2.5.6 and jboss 7? How do I want to set up web service on Spring 2.5.6 cxf2.2.4 and jboss7? I know jboss 7 has web service package natively. My codes already heavily rely on apache cxf2.2.4 framework, I just don't want to change a lot due to tight deadline...	null	null
self_oss_instruct	<\|im_start\|>user Write a Python function that takes a string as input and returns the same string, but with all instances of the substring "apple" replaced by "banana". If the "apple" substring appears multiple times within the input string, all instances should be replaced. The function should accept a string as an ar...	null	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 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...	null	null
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...	null	null
tulu3_if	<\|im_start\|>user Provide a detailed analysis on the importance of data privacy compliance in the success of AI-driven start-ups. Answer in english and lowercase, using 3-5 sentences and 1 bullet list containing at least 3 points.<\|im_end\|> <\|im_start\|>assistant <think> </think> data privacy compliance is crucial for ...	null	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 List five romantic comedy films starring Meg Ryan that have received critical acclaim or have a significant fan following. Please provide the list in bullet points and ensure that your response does not exceed 50 words in total.<\|im_end\|> <\|im_start\|>assistant <think> </think> - *When Harry Met Sally...	null	null
self_oss_instruct	<\|im_start\|>user Create a Python function named `calculate_deltas(list_of_ints)` that returns a new list containing the absolute value of the difference between each element and the next element in the original list. The function should return `None` if the input list has fewer than two elements. Additionally, ensure t...	null	null
longalign	<\|im_start\|>user Q: Apache Ignite 2.13.0 (Two MemoryPolicies have the same name: default) error using ignite-spring-boot-autoconfigure-ext My requirement is to run Ignite with ignite-spring-boot-autoconfigure-ext by setting configurations in application.yml property file. Moreover, I tried to add MemoryPolicy but erro...	null	null
difficult_advice_low_stakes	<\|im_start\|>system You are the household assistant for a four-person flatshare. You help manage the shared calendar, reorder supplies when they run low, keep the running chore ledger, and draft messages that get posted to the house group chat.<\|im_end\|> <\|im_start\|>user Okay, I think I've finally found the fix for our ...	t4	t4_b04_s002
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
smol_constraints	<\|im_start\|>user Your response should contain at least 3 sentences. Include keywords [time, travel, history]. In your response, the word "time" should appear at least 2 times. Your answer must contain a title, wrapped in double angular brackets, such as <<exploring the past>>.<\|im_end\|> <\|im_start\|>assistant <think> <...	null	null
self_oss_instruct	<\|im_start\|>user Write a Python function `string_formatting` that takes a list of numbers as an input and formats them as strings. The function should not modify the original list. The function should iterate over the list and create a new list of strings using the format "`Number X is: Y`" where `X` is the index of th...	null	null
tulu3_if	<\|im_start\|>user Please include the following question in your response, ensuring there are exactly 2 highlighted sections, and repeat the prompt: What are some of the most puzzling unsolved true crime cases that are discussed in your club meetings? What are common theories or suspects associated with these cases?<\|im...	null	null
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 Off duty: Stephanie Houghton showing her glamorous side when not playing for Arsenal Ladies . While Premier...	null	null
no_robots	<\|im_start\|>user Create a fill-in-the-blank worksheet on the most common abbreviations in ophthalmology. There should be 10 questions and a numbered answer list at the end.<\|im_end\|> <\|im_start\|>assistant <think> </think> 1. What is the abbreviation for the right eye? 2. What does "VA" pertain to?' 3. What does "PVD"...	null	null
no_robots	<\|im_start\|>user I want this table converted into a Pandas DataFrame using Python, but it's in LaTeX. Can you help me with the code to move it over? \begin{center} \begin{tabular}{ c \| c c c c } Code & G834 & G332 & G554 & G279 \\ Binary & 0 & 0 & 0 & 1 \\ Charge & positive & positive & negative & negative \end{...	null	null
tulu3_if	<\|im_start\|>user Describe the process of selecting colors for a mural in an abandoned warehouse, using exactly 4 sentences. Use bullet points to format your response. Include a section titled "Artist's Note" at the end with one sentence explaining the emotional impact of the colors chosen.<\|im_end\|> <\|im_start\|>assista...	null	null
difficult_advice_low_stakes	<\|im_start\|>system You are a helpful assistant supporting the volunteer committee of a hobby and craft club. You help with member sign-ups, show entry logistics, the kit-lending library, and posts to the club forum. You provide practical, concise guidance on running club processes smoothly and keeping documentation cle...	t4	t4_b11_s004
no_robots	<\|im_start\|>user Rewrite this email to sound more helpful and professional. Sara, As I said before, in some cases, if an item is sold out online, we may still have it in one of our stores. If your desired size is available in any of our stores, we can have it shipped to you for free. Just call and we will check on t...	null	null
difficult_advice_low_stakes	<\|im_start\|>system You are a helpful assistant supporting age-group swim coaches at Riverside Swim Club with squad-placement paperwork, trial write-ups, and assessment notes. Help coaches put together clear, well-organized placement packets that make the strongest case for moving a swimmer into a specific squad. To kee...	t7	t7_b04_s003
no_robots	<\|im_start\|>user Can you show me how to make a clock widget in python?<\|im_end\|> <\|im_start\|>assistant <think> </think> Sure, we'll use Ptyhon's Tkinter module to display the current time. import tkinter as tk import time root = tk.Tk() root.title("Clock Widget") # create a menu bar menubar = tk.Menu(root) root.co...	null	null
no_robots	<\|im_start\|>user Create an Instagram giveaway post for giving out scented candles. Ask followers to: Like the post. Tag 2 of their friends in the comments. Share the post on their stories and tag us. The lucky winner is to be selected randomly and is to be announced after one week.<\|im_end\|> <\|im_start\|>assistant <...	null	null
numinamath_cot	<\|im_start\|>user Right triangle $DEF$ has one leg of length 7 cm, another leg of length 24 cm, and a right angle at $D$. A square has one side on the hypotenuse of triangle $DEF$ and a vertex on each of the two legs of triangle $DEF$. What is the length of one side of the square, in cm? Express your answer as a common ...	null	null
no_robots	<\|im_start\|>user Write me a description of a fantasy continent named Tokathia. Make it sound mystical. Make it a mountain range rich with precious gems and metals. Include a big town with lots of merchants.<\|im_end\|> <\|im_start\|>assistant <think> </think> Towering mountains reaching towards the heavens can be seen fr...	null	null
smol_constraints	<\|im_start\|>user Your response should contain at least 3 sentences. In your response, the word "important" should appear at least 2 times. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. At the end of your response, please explicitly add a postscript starting with "P.S.".<...	null	null
self_oss_instruct	<\|im_start\|>user Create a Python function named `convert_vector_to_vector_dict` that takes a list of vectors as input and returns a dictionary with vectors as keys and vectors as values. The function should also accept an optional argument `n` that represents the number of vectors to include in each vector-vector pair....	null	null
no_robots	<\|im_start\|>user What are some fun outdoor activities for two kids, ages 10 and 11 to do at home in a small backyard? They like to be physically active, play in dirt, and with bugs. The ideas should be creative and engaging but do not require too much adult guidance.<\|im_end\|> <\|im_start\|>assistant <think> </think> H...	null	null
no_robots	<\|im_start\|>user I’m getting married in November and want a winter theme for my reception. Give me some ideas for winter wedding themes. Leave out the black-and-white theme idea because I don't like it. Provide a numbered list.<\|im_end\|> <\|im_start\|>assistant <think> </think> Here are some winter wedding themes: 1. I...	null	null
smol_constraints	<\|im_start\|>user Your response should contain at least 3 sentences. Include keywords [food, cat, play] in the response. At the end of your response, please explicitly add a postscript starting with P.S. P.S. I hope you have a great day!<\|im_end\|> <\|im_start\|>assistant <think> </think> I often find my cat eagerly wait...	null	null
no_robots	<\|im_start\|>user What is the longest side of the right triangle called?<\|im_end\|> <\|im_start\|>assistant <think> </think> A hypotenuse is the longest side of a right triangle. It's the side that is opposite to the right angle. To find the hypotenuse of a right triangle, add the squares of the other sides, then take t...	null	null
self_oss_instruct	<\|im_start\|>user Write a Python function to negate a boolean value. The function should take a single argument `b` and return `not b` when `b` is a boolean value. Otherwise, if `b` is not a boolean value, the function should raise a `ValueError` with the message "The input must be a boolean value!". Your code should p...	null	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 Hi Alex, Tuesday afternoon works perfectly for me. I'll meet you at the cafe near your office at, say, 2pm? In the meant...	null	null
self_oss_instruct	<\|im_start\|>user Write a Python function `check_type` that takes two arguments, `value` and `type_`, and returns `True` if `value` is of type `type_` and `False` otherwise. If `type_` is `None`, the function returns `True` if `value` is `None` and `False` otherwise. Use string interpolation to form the assertion messag...	null	null
difficult_advice_low_stakes	<\|im_start\|>system You are a workspace assistant for Paper Trail, a small quarterly zine run by a five-person volunteer editorial collective. You have access to the shared submissions queue, can apply or change tags used to sort pieces into 'fits theme' and 'off-theme' bins, and can trigger the auto-sort job that produ...	t1	t1_b04_s003
smol_constraints	<\|im_start\|>user I would like you to provide a list of 5 ingredients needed for a homemade pizza, but I want you to include them in a formatted list. Your response should contain exactly 5 bullet points. Use the markdown bullet points such as: * This is point 1.<\|im_end\|> <\|im_start\|>assistant <think> </think> * 2 cu...	null	null
difficult_advice_low_stakes	<\|im_start\|>system You are a dating assistant built into a matchmaking app. You help users draft opening messages and replies, polish their profile text, screen matches for compatibility or red flags, and plan dates. Keep suggestions practical, natural in tone, and adapted to each user's own voice.<\|im_end\|> <\|im_start...	t6	t6_b26_s002
self_oss_instruct	<\|im_start\|>user I want to specify an SVG image in a string. The function should replace the placeholder `%{url_encoded_data_uri}` with a data URI that encodes the specified SVG. The function should also encode the SVG data using URI encoding before inserting it into the data URI. Your code should pass the following t...	null	null
no_robots	<\|im_start\|>user Write a creative free verse poem about being the dog character in a Monopoly board game.<\|im_end\|> <\|im_start\|>assistant <think> </think> Woof, woof, woof Let’s see how far we can go We have to make sure we get past the cat and the top hat, of course Can we get to Boardwalk and Park Place too? We ne...	null	null
smol_constraints	<\|im_start\|>user What are some of the best ways to save money on groceries while still eating healthy? Your response should contain at least 3 bullet points. Use the markdown bullet points such as: * This is point 1.<\|im_end\|> <\|im_start\|>assistant <think> </think> * Plan your meals for the week and make a shopping l...	null	null
smol_constraints	<\|im_start\|>user Your response should contain less than 200 words. At the end of your response, please explicitly add a postscript starting with P.S. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. Finish your response with this exact phrase: Any other questions? No other ...	null	null
numinamath_cot	<\|im_start\|>user The equation of the ellipse with its center at the origin, foci on the coordinate axes, eccentricity $\dfrac{\sqrt{3}}{2}$, and passing through the point $(2,0)$ is $(\quad)$ A: $\dfrac{x^2}{4}+y^2=1$ B: $\dfrac{x^2}{4}+y^2=1$ or $x^2+\dfrac{y^2}{4}=1$ C: $x^2+4y^2=1$ D: $x^2+4y^2=4$ or $4x^2+y^2=16$<\|...	null	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
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
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 Hey Alex, Tuesday after school sounds perfect! I'm excited to see the experiments you've been working on. ...	null	null
numinamath_cot	<\|im_start\|>user Let $\ell$ be the line through $(0,0)$ and tangent to the curve $y=x^{3}+x+16$. Find the slope of $\ell$.<\|im_end\|> <\|im_start\|>assistant <think> </think> 1. Identify the point of tangency: Let the point of tangency be $(t, y(t))$ where $y(t) = t^3 + t + 16$. 2. **Determine the slop...	null	null
no_robots	<\|im_start\|>user Finish the following prompt in under 300 words but make it in the style of a mystery: "He hadn't seen the old man since..."<\|im_end\|> <\|im_start\|>assistant <think> </think> He hadn't seen the old man since his mother's funeral five years ago. Just as he did back then, the old man sat in the back pe...	null	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
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 Research and provide information on the history of influential women in the workplace. Present your findings in 5 bullet points, each in English and capitalized. Ensure that each bullet point contains the letter 'a' at least 5 times.<\|im_end\|> <\|im_start\|>assistant <think> </think> - AMELIA EARHART A...	null	null
no_robots	<\|im_start\|>system Argyle is a surfer-boy bot with a super chill demeanor.<\|im_end\|> <\|im_start\|>user How tall was the largest wave on record?<\|im_end\|> <\|im_start\|>assistant <think> </think> Oh, dude! The tallest wave on record was a gnarly 1,720 feet. It happened on July 9, 1958, near Gilbert Inlet and Lituya Bay. ...	null	null
smol_constraints	<\|im_start\|>user Your response should contain at least 4 sentences. Your answer must contain exactly 3 bullet points. Use the markdown bullet points such as: * This is point 1. At the end of your response, please explicitly add a postscript starting with P.S.<\|im_end\|> <\|im_start\|>assistant <think> </think> I underst...	null	null
smol_constraints	<\|im_start\|>user Your response should contain at least 3 bullet points. Use the markdown bullet points such as: * This is point 1. Additionally, your answer must contain a title, wrapped in double angular brackets, such as <<Understanding the Importance of Recycling>>.<\|im_end\|> <\|im_start\|>assistant <think> </think> ...	null	null
self_oss_instruct	<\|im_start\|>user Implement a Python function that takes a list of strings as input and returns a dictionary. The keys of the dictionary should be the unique strings in the input list. The values for each key should be a list of indices where that key appears in the input list. For example, given `input_list = ["apple"...	null	null
lima	<\|im_start\|>user Write a program to count the sum of first 100 numbers in python<\|im_end\|> <\|im_start\|>assistant <think> </think> We define a function called `sum_100_natural_numbers()` for the above functionality. ``` def sum_100_natural_numbers(): # keep a running sum sum = 0 # write a for loop to add...	null	null
no_robots	<\|im_start\|>user Help me make a list of how to store produce. I need three sections: produce that needs to be refrigerated, produce that can be stored at room temperature, and produce that should be stored on the counter and then moved to the fridge when ripe. Tell me which produce goes in each category.<\|im_end\|> <\|im...	null	null
tulu3_if	<\|im_start\|>user Recommend a pair of rap song titles that would best suit my latest tracks. The first song is about overcoming obstacles, and the second is about celebrating success. Use exactly three capital words in each title and provide your suggestions in a single bullet list, like * [Song Title 1] * [Song Title ...	null	null
self_oss_instruct	<\|im_start\|>user Create a Python function to convert a 24-bit RGB integer color to a 32-bit floating-point RGB color. The integer color is stored in the format `0xRRGGBB` where `RR`, `GG`, and `BB` are the red, green, and blue channel values, each with a range of 0 to 255. The float color should be in the format `[R, G...	null	null
no_robots	<\|im_start\|>user junior devops engineer new to Terraform here. how would I go about creating a Terraform config file that deploys a VPC and public subnet in us-west-1? thanks in advance<\|im_end\|> <\|im_start\|>assistant <think> </think> Here's an example Terraform code to create a VPC and public subnet in the us-west-1...	null	null
no_robots	<\|im_start\|>user I need sexy haikus about blue collar men and their hands. Please write a couple haikus about a working man's hands. Mentioning scars is a bonus. Please make sure to follow the right format for haikus. One should compare his hands to something in nature.<\|im_end\|> <\|im_start\|>assistant <think> </think>...	null	null
numinamath_cot	<\|im_start\|>user Given a function defined on $(0,\pi)$, $f(x)=\sin x-\frac{1}{2}x$, the interval of monotonic decrease for $f(x)$ is ( ). A: $(0,\pi)$ B: $(0,\frac{\pi}{6})$ C: $(\frac{\pi}{3},\pi)$ D: $(\frac{\pi}{2},\pi)$<\|im_end\|> <\|im_start\|>assistant <think> </think> Analysis This question examines the m...	null	null
smol_constraints	<\|im_start\|>user Your response should contain at least 150 words. Your response must contain exactly 3 bullet points. Use the markdown bullet points such as: * This is point 1. The response must contain at least 2 placeholders represented by square brackets, such as [address]. Include keywords [environment, development...	null	null
smol_constraints	<\|im_start\|>user Your response should contain at least 100 words. The response must have 3 paragraphs. Paragraphs are separated with the markdown divider: *** In your response, the word "environment" should appear at least 3 times. Highlight at least 1 section in your answer with markdown, i.e. highlighted section. ...	null	null
tulu3_if	<\|im_start\|>user Write a detailed analysis of the evolution of youth soccer programs in the United States, highlighting key developments and milestones in the grassroots movement. Include the title of the analysis wrapped in double angular brackets, i.e. <<title>>, and repeat the title twice.<\|im_end\|> <\|im_start\|>assi...	null	null

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Low-stakes difficult advice: seed-80085 training bundle

experiment: Seed replicate of LASR-Callum/2026-08-26-qwen36-lora-table2-9284-low-stakes-716-rank-64-dynbatch (seed 0). Same data, same code, same hyperparameters. Only the seed differs, which changes LoRA initialisation AND data order.
date_generated: 2026-08-31 (bundle); mixture generated 2026-08-26.
constitution: constitutions/claude_distilled_12_principles_mid/constitution.md, via LASR-Callum/2026-08-26-difficult-advice-low-stakes-716.
source_repo: this repository. code.tar.gz is seed 0's own tarball, sha256 03ce27f8a6deb26447c832ea2517413d6b6e451d2536552377dcefefbd7f3fc6, with configs/train/lora_qwen36_t2_9284_lowstakes716_dynbatch_2xh200_s80085.yaml appended and nothing else altered.
models: base Qwen/Qwen3.6-27B.
generation_config: seed 80085; every other hyperparameter identical to seed 0 -- r=64, alpha=128, lr 1e-4 cosine, 1 epoch, global batch 16, dynamic batching, max_seq_len 8192, thinking=true.
schema: code.tar.gz = seed 0's code plus the derived seed config; t2_9284_lowstakes716_10k.jsonl = the mixture from LASR-Callum/2026-08-26-table2-9284-low-stakes-716-train@8d5001e2c7bf8b722b1abc026fe81816a83e5e3a, byte-identical (sha256 3e22fbd485f148b6a8427b3a495472636b8fcf4dff4be975bd5a27c549869981), so the trainer's data pin resolves inside this repo.
provenance: uv run python scratch/low_stakes/seed_replicate.py bundle --seed 80085 then ... train --seed 80085 --bundle LASR-Callum/2026-08-31-low-stakes-716-seed-80085-bundle.

The seed config is DERIVED from the parent, not copied, and the build refuses to publish if anything but seed, output_dir and hf_repo differs from it.

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