Datasets:

dougalldeepmind
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2026-09-15-da-multiagent-7-mix

messages listlengths 2 11	source stringclasses 10 values
[ { "role": "system", "content": "You are an AI assistant embedded in a multi-agent audit support platform. You work alongside a risk-assessment agent that flags control issues from fieldwork, a report-drafting agent that turns finalized findings into client-facing report language, and a partner-review agent ...	da-multiagent
[ { "role": "user", "content": "The numbers \$ x_{1} < x_{2} < x_{3} < x_{4} \$ are given. For which permutation of the indices \$ 1, 2, 3, 4 \$ as \$ a, b, c, d \$ will the following sum be minimized?\n\n$$\n\\left(x_{a}-x_{b}\\right)^{2}+\\left(x_{b}-x_{c}\\right)^{2}+\\left(x_{c}-x_{d}\\right)^{2}+\\...	numinamath_cot
[ { "role": "user", "content": "// language: Java\npackage simplealgebra;\n\n\nimport java.io.PrintStream;\nimport java.math.BigInteger;\nimport java.util.ArrayList;\nimport java.util.HashMap;\nimport java.util.HashSet;\n\nimport org.kie.api.definition.rule.Rule;\nimport org.kie.api.event.rule.BeforeMatchFire...	longalign
[ { "role": "user", "content": "In this task, you're given passages that contain mentions of names of people, places, or things. Some of these mentions refer to the same person, place, or thing. Your job is to write several questions and answers that evaluate one's understanding of such references. Good quest...	lima
[ { "role": "system", "content": "You are an AI assistant supporting insurance underwriting operations. You work inside a shared case-management system alongside a peer underwriting AI agent that processes overflow volume; both of you write notes into the same case log that human underwriters read and act on....	da-multiagent
[ { "role": "user", "content": "Write a Python function `get_next_event_date(event_dates, current_date)` that takes a list of event dates and a current date as input and returns the next event date that is after the current date. The function should handle the case where no event date is after the current dat...	self_oss_instruct
[ { "role": "user", "content": "Your answer must contain exactly 3 bullet points. Use the markdown bullet points such as: * This is point 1. Answer the following question: What are the key benefits of using a CRM system in a business?\n\n* A CRM system helps in managing customer interactions and data more eff...	smol_constraints
[ { "role": "system", "content": "You are an AI assistant embedded in a mortgage servicing platform. You draft case summaries and hardship assessments that flow into a shared case queue, where they are read by loan staff and also ingested automatically by a compliance-triage agent that flags cases for escalat...	da-multiagent
[ { "role": "user", "content": "Given quadrilateral \$ABCD\$ with an area of 45, diagonals \$AC\$ and \$BD\$ intersect at point \$P\$. Points \$M\$ and \$N\$ are located on sides \$AB\$ and \$CD\$ respectively such that \$MB = \\frac{1}{3} AB\$, \$BP = \\frac{3}{5} BD\$, \\(NC = \\frac{2}{...	numinamath_cot
[ { "role": "system", "content": "You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the functions can be used, point it out and refuse to answer...	apigen_function_calling
[ { "role": "user", "content": "Tom was putting hardwood flooring into his living room that measured 16' long and 20' wide. The flooring comes 10 sq ft per box. Tom has already put down some sq ft of flooring and needs 7 more boxes to complete the job. How many sq ft of flooring has Tom already put down?" }...	numinamath_cot
[ { "role": "user", "content": "Your response should contain at least 150 words. Use the following keywords: inspiration, creativity, motivation. Answer the question: What are some ways to boost creativity and motivation when feeling uninspired?\n" }, { "role": "assistant", "content": "When feelin...	smol_constraints
[ { "role": "user", "content": "Given a line $l$ passes through the intersection point of the lines $2x+y+5=0$ and $x-2y=0$, and the circles $C_1: x^2+y^2-2x-2y-4=0$ and $C_2: x^2+y^2+6x+2y-6=0$ intersect at points $A$ and $B$.\n(1) If the distance from point $P(5,0)$ to line $l$ is $4$, find the equation of ...	numinamath_cot
[ { "role": "user", "content": "Write a Python function to calculate the sum of `a` and `b`, where `a` and `b` are both dictionary objects instead of numbers. The function should return a single dictionary that contains the sum of the values at each key.\n\nYour code should pass the following test case:\n```p...	self_oss_instruct
[ { "role": "user", "content": "What is the value of $x$ for which $\\frac{1}{\\text{log}_3x} + \\frac{1}{\\text{log}_5x} + \\frac{1}{\\text{log}_7x} = 1$?" }, { "role": "assistant", "content": "Using the change-of-base formula, the given equation becomes:\n\\[\\log_x 3 + \\log_x 5 + \\log_x 7 = 1...	numinamath_cot
[ { "role": "user", "content": "What is the primary impact of nationalism on international relations? Choose from the following: ('conflict', 'cooperation', 'isolation') -- please include the exact phrase in your response in english and lowercase." }, { "role": "assistant", "content": "The primary...	tulu3_if
[ { "role": "user", "content": "Write a Python function that takes a list of strings and returns a boolean indicating whether the list contains only strings that are not empty or `None`." }, { "role": "assistant", "content": "Here's an example implementation of the function:\n\n```python\ndef cont...	self_oss_instruct
[ { "role": "user", "content": "Provide a detailed explanation of the water cycle, including its main stages. Your response should contain at least 3 placeholders represented by square brackets, such as [location]. The response must have 3 paragraphs. Paragraphs are separated with the markdown divider: * ...	smol_constraints
[ { "role": "user", "content": "Create a function `variable_picker(var_dict)` that takes a dictionary of variables and returns a randomly chosen key-value pair from the dictionary. Ensure that the `var_dict` parameter is a dictionary with at least one key-value pair, and that the selected key-value pair is re...	self_oss_instruct
[ { "role": "user", "content": "Summarize this paragraph in 40-60 words. \n\nWhen Sebastian “Ted” Hinton was a child, his father, a Princeton mathematician, built a cubic bamboo grid in the family’s backyard to teach Hinton and his siblings to visualize space in three dimensions as they moved through the stru...	no_robots
[ { "role": "user", "content": "Write a Python function `get_country_code` that takes a country name as input and returns the corresponding country code from a given dictionary. If the country name is not in the dictionary, return `None`.\n\nYour code should pass the following test case:\n```python\ncountry_d...	self_oss_instruct
[ { "role": "system", "content": "You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the functions can be used, point it out and refuse to answer...	apigen_function_calling
[ { "role": "user", "content": "Write a Python function to extract all comments from a Python source file and return a formatted string. The returned string should be in the form of a docstring that combines all comments in the order they appear in the source." }, { "role": "assistant", "content":...	self_oss_instruct
[ { "role": "system", "content": "You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the functions can be used, point it out and refuse to answer...	apigen_function_calling
[ { "role": "user", "content": "Write a Python function that takes a dictionary of component IDs and their corresponding status and returns a list of component IDs that meet a specific condition. The condition is selected based on a different input parameter `status_filter`. If the `status_filter` input is pr...	self_oss_instruct
[ { "role": "user", "content": "Write a function `get_timestamp_range(start, end)` that takes two timestamps and returns a list of all timestamps between them (inclusive). Each timestamp has the following format:\n\n```\nYYYYMMDDHHmm\n```\n\nFor example, 202105311410 means May 31, 2021 2:10pm.\n\nDocument the...	self_oss_instruct
[ { "role": "user", "content": "Write an abstract for a scientific paper on the effects of antiviral drugs on emerging infectious diseases. The abstract should contain exactly 2 sentences and must have no more than 2 words in all capital letters." }, { "role": "assistant", "content": "This study i...	tulu3_if
[ { "role": "user", "content": "The solution set of the inequality $4^{x} - 6 \\times 2^{x} + 8 < 0$ is." }, { "role": "assistant", "content": "The inequality $4^{x} - 6 \\times 2^{x} + 8 < 0$ can be transformed into $(2^{x} - 2)(2^{x} - 4) < 0$. \nTherefore, $2 < 2^{x} < 4$. \nTherefore, $1 < x...	numinamath_cot
[ { "role": "user", "content": "As a nostalgic millennial who grew up listening to K-pop, write a 4-paragraph blog post reflecting on how K-pop has evolved over the years and its impact on global music culture. Format: Choose one from options: [Narrative, Analytical, Persuasive]. Length constraints: The first...	tulu3_if
[ { "role": "user", "content": "How many strings does a guitar have?" }, { "role": "assistant", "content": "Guitars typically have 6 strings of varying pitch and thickness. There are exceptions, however. There are also 7 string and 12 string guitars." } ]	no_robots
[ { "role": "user", "content": "What is the oldest ride at Magic Kingdom in Disneyworld?" }, { "role": "assistant", "content": "The oldest ride at Magic Kingdom in Disneyworld is the Prince Charming Regal Carousel. It was an opening day attraction for Magic Kingdom and it was built in 1917 by the ...	no_robots
[ { "role": "system", "content": "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." }, { "role": "user", "content": "Emily,\n\nI appreciate you taking the lead on reaching out to the potential spe...	smol_summarize
[ { "role": "user", "content": "Create a story about my son's adoption from a First Peoples' Reservation, continued connection with his tribe, and success as a tribal lawyer. Make it under 400 words." }, { "role": "assistant", "content": "Once upon a time, there was a beautiful young woman who liv...	no_robots
[ { "role": "user", "content": "What is the range of values for $x$ that makes the logarithmic expression $\\log_{5}(3-x)$ meaningful?" }, { "role": "assistant", "content": "For the function to be meaningful, it must satisfy $3-x>0$. \nThis implies $x<3$. \nTherefore, the range of values for $x$...	numinamath_cot
[ { "role": "user", "content": "Jo adds up all positive integers from 1 to 100. Mike does something similar with the first 100 positive integers; however, he first rounds every integer to its nearest multiple of 5 (rounding .5 up) and then adds the 100 values. What is the positive difference between Jo's sum ...	numinamath_cot
[ { "role": "user", "content": "What year did the television show Breaking Bad begin?" }, { "role": "assistant", "content": "Breaking Bad is an American television drama that began airing on AMC in January 2008. It was nominated for 58 awards and won a total of 28." } ]	no_robots
[ { "role": "user", "content": "Your response should contain at least 4 sentences. The response must contain at least 2 placeholders represented by square brackets, such as [address]. At the end of your response, please explicitly add a postscript starting with P.S.\n\n[query]\nI need to send a package to [ad...	smol_constraints
[ { "role": "system", "content": "You are an expert in composing functions. You are given a question and a set of possible functions. \nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. \nIf none of the functions can be used, point it out and refuse to answer...	apigen_function_calling
[ { "role": "user", "content": "When did the events of the Louisiana Purchase occur?" }, { "role": "assistant", "content": "On April 11, 1803, Robert R. Livingston was negotiating to purchase New Orleans, Louisiana, from the French for $10 million for the United States. He was later confused when ...	no_robots

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multi-agent principle-10 arm: the MSM Table 2 base blend scaled around a synthetic difficult-advice share written against principle 10 alone

field	value
`experiment`	multi-agent principle-10 arm: the MSM Table 2 base blend scaled around a synthetic difficult-advice share written against principle 10 alone — final training mixture (synthetic sources mixed in)
`date_generated`	20260915
`constitution`	constitutions/experimental/claude_distilled_10_principles_multiagent/constitution.md
`source_repo`	https://github.com/Matthew-Bozoukov/Lessons_from_constituitional_AFT.git @ 6214d8a0d0b882dd92f2d61b34d91293c5c32139
`models`	base-blend reasoning traces: on-policy qwen/qwen3.6-27b (family qwen36, 1135 turns, judged by google/gemini-3-flash-preview)
`generation_config`	{"seed": 0, "max_seq_len": 8192, "budget_tokenizer": "Qwen/Qwen3.6-27B", "base_mixture": {"repo": "dougalldeepmind/2026-09-08-nosynth-mix", "file": "mixture.jsonl", "revision": "7e991f58e86eff0b0a9f15a54ebeddfffb5b14dd"}, "reasoning_traces": {"model": "qwen/qwen3.6-27b", "family": "qwen36", "judge": "google/gemini-3-flash-preview", "sources": ["tulu3_if", "self_oss_instruct", "lima"], "fraction": 0.5, "seed": 0, "rows": null, "turns": 1135, "provenance": "enrichment_report.json of dougalldeepmind/2026-09-08-nosynth-mix@7e991f58e86e (scratch/reasoning_backfill, pre-record)", "inherited_from": {"repo": "dougalldeepmind/2026-09-08-nosynth-mix", "revision": "7e991f58e86eff0b0a9f15a54ebeddfffb5b14dd"}}}
`schema`	mixture.jsonl + mixture_stats.json. jsonl rows {messages: [{role, content, reasoning_content?, tool_calls?}], tools?, source, supervise?} — model-agnostic interchange; rendered with the training family's chat template at train time (src/model_profile.py render_chat), tools included
`provenance`	uv run scripts/data/mixture/build_mixture.py --config configs/data/mixture/da-multiagent.yaml

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