Synthlabs Datasets
Collection
9 items • Updated
Datasets:
messages listlengths 2 14 | source stringclasses 8
values | synth_provider stringclasses 2
values | synth_model stringclasses 3
values | num_conversation_turns int64 2 14 | num_reasoning_turns int64 1 6 | generated_at stringlengths 32 32 |
|---|---|---|---|---|---|---|
[
{
"role": "user",
"content": "Augment this coding dilemma to handle not just tuples laden with duos, repetitions and idiosyncratic numbers of elements, but to precisely calculate the median devoid of classification or employing pre-existing operations. This enhanced code must exhibit robustness in dealing w... | theblackcat102/evol-codealpaca-v1 | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:12.753815+00:00 |
[
{
"role": "user",
"content": "Given that a rectangular room has a perimeter of 42 feet and an area of 108 square feet, what is the length, in feet, of the shorter side?",
"tool_call_id": "",
"reasoning_content": null
},
{
"role": "assistant",
"content": "Let the length and width of the r... | meta-math/MetaMathQA | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:19.966266+00:00 |
[
{
"role": "user",
"content": "Write Python code to solve the task.\nAlyona has recently bought a miniature fridge that can be represented as a matrix with h rows and 2 columns. Initially there is only one shelf at the bottom of the fridge, but Alyona can install arbitrary number of shelves inside the fridge... | openbmb/UltraInteract_sft | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:11.702525+00:00 |
[
{
"role": "user",
"content": "What innovative methods can you use to develop a software program that can automatically generate a detailed analysis of a product design process, including possible constraints and bottlenecks? Your program must incorporate machine learning to accurately predict user needs and... | HuggingFaceH4/ultrafeedback_binarized | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:14.452332+00:00 |
[
{
"role": "user",
"content": "Can you write a code snippet which change the color of this SVG to another one?\n<svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\">\n<path d=\"M7.89127 5.92513L5.96127 7.85513C5.85127 7.96513 5.68127 7.96513 5.57127 7.85513... | theblackcat102/evol-codealpaca-v1 | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:24.065314+00:00 |
[
{
"role": "user",
"content": "If Martin consumes 1/2 cup of berries daily and the grocery store is selling packages of berries (1 cup per pack) for $2.00, what will be his total expenditure on berries in a period of 30 days?",
"tool_call_id": "",
"reasoning_content": null
},
{
"role": "assis... | meta-math/MetaMathQA | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:19.581578+00:00 |
[
{
"role": "user",
"content": "A polynomial with integer coefficients is of the form\n\\[x^3 + a_2 x^2 + a_1 x - 11 = 0.\\]Enter all the possible integer roots of this polynomial, separated by commas.",
"tool_call_id": "",
"reasoning_content": null
},
{
"role": "assistant",
"content": "By... | meta-math/MetaMathQA | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:18.298845+00:00 |
[
{
"role": "user",
"content": "You have been given a set of ten numbered boxes, each containing a different amount of gold coins. However, one of the boxes is rigged with a sensor that will trigger an alarm if the box is opened at a certain time. Your task is to find the box with the most coins by opening on... | HuggingFaceH4/ultrafeedback_binarized | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:15.353024+00:00 |
[
{
"role": "user",
"content": "Solve the following math problem step-by-step.\nSimplify your answer as much as possible. Present your final answer as \\boxed{Your Answer}.\nFind the sum of the rational roots of $g(x)=x^3-9x^2+16x-4$.",
"tool_call_id": "",
"reasoning_content": null
},
{
"role"... | openbmb/UltraInteract_sft | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:16.122881+00:00 |
[
{
"role": "user",
"content": "could you render this code in lua for me?\ndef fibfib(n, m):\n if m > n or n < 0 or m < 0:\n raise ValueError(\"Invalid arguments passed.\")\n\n # Initialize a list to store the sequence value at each step\n fibfib_seq = [0] * max(3, n+1)\n\n # Set base cases... | theblackcat102/evol-codealpaca-v1 | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:31.375040+00:00 |
[
{
"role": "user",
"content": "Make it at more slides, find more information about cost of taxation in Ukraine. Also imagine that you must to finish a little scientific work on the same theme. So mention what will you do in that work, what analysis you will do more detailed and etc. Your response must contai... | Post-training-Data-Flywheel/AutoIF-instruct-61k | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:28.203140+00:00 |
[
{
"role": "user",
"content": "Write a product description for a new piece of jewelry that is elegant in style and made of silver and diamonds. The jewelry is a necklace with a pendant that has a unique design representing the beauty of nature. The necklace is meant for special occasions or as a statement pi... | HuggingFaceH4/ultrafeedback_binarized | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:18.732696+00:00 |
[
{
"role": "user",
"content": "There are 480 zombies in the shopping mall. If the number of zombies doubled every day, how many days ago were there less than 50 zombies in the mall?",
"tool_call_id": "",
"reasoning_content": null
},
{
"role": "assistant",
"content": "If there are currentl... | meta-math/MetaMathQA | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:11.566341+00:00 |
[
{
"role": "user",
"content": "Thorne Research Basic Prenatal is a natural, prenatal supplement. See 27+ Thorne Research Basic Prenatal Reviews, and buy it at: iherb.com/Basic-Prenatal?rcode=YAG250.\nThe Centers for Disease Control and Prevention recommend folic acid supplementation for all women of childbea... | mlabonne/ultrachat_200k_sft | openrouter | deepseek/deepseek-v4-flash | 8 | 4 | 2026-07-06T15:30:19.452093+00:00 |
[
{
"role": "user",
"content": "A pharmaceutical company received $2 million in royalties on the first $12 million in sales of a generic equivalent of one of its products and then $4 million in royalties on the next $48 million in sales. By approximately what percent did the ratio of royalties to sales decrea... | HuggingFaceH4/orca-math-word-problems-200k | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:28.809081+00:00 |
[
{
"role": "user",
"content": "Develop a pandas DataFrame consisting of three distinct columns, incorporating random integer values within the range of 0 to 10.",
"tool_call_id": "",
"reasoning_content": null
},
{
"role": "assistant",
"content": "Sure, here is a quick script written in Py... | theblackcat102/evol-codealpaca-v1 | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:17.397434+00:00 |
[
{
"role": "user",
"content": "Edit the following sentence to make it sound more formal for a business email\nHey there, Just wanted to let you know I got the presentation!",
"tool_call_id": "",
"reasoning_content": null
},
{
"role": "assistant",
"content": "Hello,\n\nI am pleased to info... | HuggingFaceH4/ultrafeedback_binarized | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:19.351563+00:00 |
[
{
"role": "user",
"content": "Adam, Andrew and Ahmed all raise goats. Adam has 7 goats. Andrew has 5 more than twice as many goats as Adam. Ahmed has 6 fewer goats than Andrew. How many goats does Ahmed have?",
"tool_call_id": "",
"reasoning_content": null
},
{
"role": "assistant",
"... | meta-math/MetaMathQA | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:27.959368+00:00 |
[
{
"role": "user",
"content": "Give Summary of the \"Enhancing International Investment Law's Legitimacy: Conceptual and Methodological Foundations of a New Public Law Approach\" written by STEPHAN W. SCHILL",
"tool_call_id": "",
"reasoning_content": null
},
{
"role": "assistant",
"conten... | HuggingFaceH4/ultrafeedback_binarized | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:22.795732+00:00 |
[
{
"role": "user",
"content": "Tool available:\n[1] Python interpreter\nWhen you send a message containing Python code to python, it will be executed in a stateful Jupyter notebook environment.\nSolve the following math problem step-by-step.\nJanet bought some muffins at the bakery. Each muffin is x cents. J... | openbmb/UltraInteract_sft | ollama | glm-5.2:cloud | 2 | 1 | 2026-07-06T20:53:12.380780+00:00 |
[
{
"role": "user",
"content": "A man drives 60 mph for 6 hours. How fast would he have to drive over the next 3 hours to get an average speed of 80 mph?",
"tool_call_id": "",
"reasoning_content": null
},
{
"role": "assistant",
"content": "To find out how fast the man would have to drive o... | HuggingFaceH4/orca-math-word-problems-200k | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:25.945633+00:00 |
[
{
"role": "user",
"content": "What is the meaning of .tsx in react native Your response must have a summary at the beginning.",
"tool_call_id": "",
"reasoning_content": null
},
{
"role": "assistant",
"content": "Summary: The file extension `.tsx` in React Native indicates that the file c... | Post-training-Data-Flywheel/AutoIF-instruct-61k | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:26.289682+00:00 |
[
{
"role": "user",
"content": "A car travels 40 kph for 20 kilometers, 50 kph for X kilometers, 60 kph for 45 minutes and 48 kph for 15 minutes. What is the average speed of the car, In kph, the answer is 51. What is the value of unknown variable X?",
"tool_call_id": "",
"reasoning_content": null
}... | meta-math/MetaMathQA | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:33.899224+00:00 |
[
{
"role": "user",
"content": "Write a free verse poem that reflects on the challenges of balancing professional and personal responsibilities in the modern world, illuminating the complexities and compromises that must be made in order to maintain a healthy and fulfilling life. Your poem should explore the ... | mlabonne/ultrachat_200k_sft | openrouter | deepseek/deepseek-v4-flash | 4 | 2 | 2026-07-06T15:30:30.568311+00:00 |
[
{
"role": "user",
"content": "Write Python code to solve the task.\nConstruct a probabilistic sequence of 'n' individual elements utilizing exclusively the lower case constituents from the set of English alphabetical system.",
"tool_call_id": "",
"reasoning_content": null
},
{
"role": "assis... | openbmb/UltraInteract_sft | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:37.530233+00:00 |
[
{
"role": "user",
"content": "The product of two positive integers is 18. The positive difference of these two integers is 3. What is the sum of the two integers?",
"tool_call_id": "",
"reasoning_content": null
},
{
"role": "assistant",
"content": "Let the two integers be $x$ and $y$, wh... | meta-math/MetaMathQA | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:25.819347+00:00 |
[
{
"role": "user",
"content": "Hey assistant, how do I read a .db file into python? Include a personal goal you hope to achieve.",
"tool_call_id": "",
"reasoning_content": null
},
{
"role": "assistant",
"content": "To read a .db file into Python, you can use the SQLite library, which is i... | Post-training-Data-Flywheel/AutoIF-instruct-61k | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:36.094804+00:00 |
[
{
"role": "user",
"content": "Given a comment text in Malayalam, classify the comment into one of these categories (i) Hope speech, (ii) Not Hope Speech or (iii) Not in Expected Language. A hope speech contains content that is encouraging, positive or supportive contents and talks about equality, diversity ... | HuggingFaceH4/ultrafeedback_binarized | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:31.195573+00:00 |
[
{
"role": "user",
"content": "Write Python code to solve the task.\nA bracket sequence is called regular if it is possible to obtain correct arithmetic expression by inserting characters «+» and «1» into this sequence. For example, sequences «(())()», «()» and «(()(()))» are regular, while «)(», «(()» and «... | openbmb/UltraInteract_sft | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:36.927481+00:00 |
[
{
"role": "user",
"content": "Solve the following math problem step-by-step.\nSimplify your answer as much as possible. Present your final answer as \\boxed{Your Answer}.\nHow many moles of H2SO4 are required to react with 1 mole of NaOH to form 1 mole of NaHSO4 along with 1 mole of H2O",
"tool_call_id"... | openbmb/UltraInteract_sft | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:39.756757+00:00 |
[
{
"role": "user",
"content": "Solve the following math problem step-by-step.\nSimplify your answer as much as possible. Present your final answer as \\boxed{Your Answer}.\ntwo vessels p and q contain 62.5 % and 87.5 % of alcohol respectively . if 4 litres from vessel p is mixed with 4 litres from vessel q ,... | openbmb/UltraInteract_sft | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:35.071678+00:00 |
[
{
"role": "user",
"content": "A hotel has 10 rooms and is currently full. Each room holds a family of 3. If each person receives 2 towels, how many towels does the hotel hand out?",
"tool_call_id": "",
"reasoning_content": null
},
{
"role": "assistant",
"content": "There are 10 rooms in ... | meta-math/MetaMathQA | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:32.339439+00:00 |
[
{
"role": "user",
"content": "Solve the following math problem step-by-step.\nSimplify your answer as much as possible. Present your final answer as \\boxed{Your Answer}.\nIn order for Mateen to walk a kilometer(1000m) in his rectangular backyard, he must walk the length 25 times or walk its perimeter 10 ti... | openbmb/UltraInteract_sft | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:34.235109+00:00 |
[
{
"role": "user",
"content": "Explain the specific techniques, strategies, and goals of speech therapy in the context of hearing rehabilitation, and discuss how speech therapy fits into a comprehensive approach to restoring communication skills and quality of life for hearing-impaired individuals. Offer exa... | mlabonne/ultrachat_200k_sft | openrouter | deepseek/deepseek-v4-flash | 8 | 4 | 2026-07-06T15:30:47.303932+00:00 |
[
{
"role": "user",
"content": "If 3 green balls balance 6 blue balls, 2 yellow balls balance 5 blue balls, and 6 blue balls balance 4 white balls, how many blue balls are required to balance 4 green, 2 yellow, and 2 white balls?",
"tool_call_id": "",
"reasoning_content": null
},
{
"role": "as... | meta-math/MetaMathQA | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:38.376275+00:00 |
[
{
"role": "user",
"content": "Solve the following math problem step-by-step.\nSimplify your answer as much as possible. Present your final answer as \\boxed{Your Answer}.\nThe owner of a small store divided the sugar into 12 packs. If each pack weighs 250 grams and has 20 grams of sugar left, how many grams... | openbmb/UltraInteract_sft | ollama | deepseek-v4-flash:cloud | 2 | 1 | 2026-07-07T19:53:05.871702+00:00 |
[
{
"role": "user",
"content": "reword In the event that the UK government mandates bank account audits for the assessment of means-tested benefits in 2025, it is possible that scrutiny may extend to both historical and active financial accounts. The extent of this examination will be contingent upon the deta... | mlabonne/lmsys-arena-human-preference-55k-sharegpt | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:41.377677+00:00 |
[
{
"role": "user",
"content": "Peter needs to buy birdseed to last a week. He knows that each parakeet eats 2 grams a day. His parrots eat x grams a day. His finches eat half of what a parakeet eats. If he has 3 parakeets, 2 parrots and 4 finches, how many grams of birdseed does he need to buy?\nIf we know t... | meta-math/MetaMathQA | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:40.184013+00:00 |
[
{
"role": "user",
"content": "Consider a positive three-digit number. The digit in the hundreds place is equal to three times the digit in the ones place. The digit in the tens place is one less than the digit in the hundreds place. If 135 is subtracted from four-times the original number, the resulting num... | theblackcat102/evol-codealpaca-v1 | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:41.563934+00:00 |
[
{
"role": "user",
"content": "The matrices\n\\[\\begin{pmatrix} X & -8 \\\\ a & 11 \\end{pmatrix} \\quad \\text{and} \\quad \\begin{pmatrix} 11 & b \\\\ 4 & 3 \\end{pmatrix}\\]are inverses. Enter the ordered pair $(a,b).$\nIf we know the answer to the above question is (-4,8), what is the value of unknown ... | meta-math/MetaMathQA | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:48.865258+00:00 |
[
{
"role": "user",
"content": "What is the cost of a gallon of gas in Houston compared to that in New Orleans?",
"tool_call_id": "",
"reasoning_content": null
},
{
"role": "assistant",
"content": "I do not have access to real-time information. However, you can check the current gas prices... | mlabonne/ultrachat_200k_sft | openrouter | deepseek/deepseek-v4-flash | 12 | 6 | 2026-07-06T15:31:07.110441+00:00 |
[
{
"role": "user",
"content": "Chef Eddy's decadent moist chocolate and vanilla Yule Log is topped with a delicious caramel pecan sauce and white chocolate shavings.\nSift together flour, cocoa powder and baking powder; set aside.\nLine a 10 x 15 inch jelly roll pan with parchment paper. Butter parchment pap... | mlabonne/ultrachat_200k_sft | openrouter | deepseek/deepseek-v4-flash | 4 | 2 | 2026-07-06T15:30:48.382676+00:00 |
[
{
"role": "user",
"content": "A student obtained 56 marks in geography, some marks in history and government, 72 in art, 85 in computer science, and 80 in modern literature. The average marks of the student are 70.6. How many marks did the student obtain in history and government?",
"tool_call_id": "",
... | HuggingFaceH4/orca-math-word-problems-200k | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:47.687462+00:00 |
[
{
"role": "user",
"content": "Design a JavaScript function that not only accepts integers but also fractions as inputs, each representing a complex number (real and imaginary part), and gives the result of performing multiplication on these complex values. In addition to multiplication, allow the function t... | theblackcat102/evol-codealpaca-v1 | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:31:00.328566+00:00 |
[
{
"role": "user",
"content": "Solve the following math problem step-by-step.\nSimplify your answer as much as possible. Present your final answer as \\boxed{Your Answer}.\nA bottle of wine with a cork cost 2.10 dollars. A bottle of wine without a cork costs 2.00 dollars more than the cork. What is the price... | openbmb/UltraInteract_sft | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:49.808979+00:00 |
[
{
"role": "user",
"content": "Solve the following math problem step-by-step.\nSimplify your answer as much as possible. Present your final answer as \\boxed{Your Answer}.\nthe present population of a town is 4032 . population increase rate is 20 % p . a . find the population of town before 2 years ?",
"... | openbmb/UltraInteract_sft | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:31:04.404602+00:00 |
[
{
"role": "user",
"content": "A and B started a partnership business. A's investment was thrice the investment of B, and the period of his investment was two times the period of investments of B. If their total profit is Rs 35000, how much profit did B receive?",
"tool_call_id": "",
"reasoning_conte... | HuggingFaceH4/orca-math-word-problems-200k | openrouter | deepseek/deepseek-v4-flash | 2 | 1 | 2026-07-06T15:30:50.226166+00:00 |
End of preview. Expand in Data Studio
PerfectBlend Synth Reasoning
Synthetic reasoning traces generated for mlabonne/open-perfectblend. Each record contains conversations converted from ShareGPT format (from/value) to standard message format (role/content) with synthetically generated reasoning_content attached to each assistant turn.
Dataset Summary
- 27,265 records across 8 source datasets
- 37,158 reasoning turns (99.7% format compliance)
- Average 1,376 chars per reasoning trace
- Reasoning generated incrementally — each turn only sees prior context (zero future leakage)
- Incomplete/truncated records removed (1,626 filtered out)
Provider Breakdown
| Provider | Model | Records |
|---|---|---|
| OpenRouter | deepseek-v4-flash | 20,942 |
| Ollama | deepseek-v4-flash | 4,475 |
| Ollama | glm-5.2 | 3,474 |
Source Datasets
| Source | Records |
|---|---|
| meta-math/MetaMathQA | ~8,040 |
| mlabonne/ultrachat_200k_sft | ~4,703 |
| HuggingFaceH4/orca-math-word-problems-200k | ~4,392 |
| openbmb/UltraInteract_sft | ~3,852 |
| HuggingFaceH4/ultrafeedback_binarized | ~2,686 |
| theblackcat102/evol-codealpaca-v1 | ~2,582 |
| Post-training-Data-Flywheel/AutoIF-instruct-61k | ~1,341 |
| mlabonne/lmsys-arena-human-preference-55k-sharegpt | ~1,295 |
Generation Method
- Format conversion: ShareGPT (
from:human/gpt,value) → standard (role:user/assistant,content) - Incremental reasoning: For each assistant message at position
i, onlymessages[0..i-1]was fed to the reasoning model — making future leakage physically impossible - SYNTH-style format: Compact analytical fragments with symbols:
●(fact),◐(inference),○(speculation),→(derives),∴(conclusion),※(constraint),⚠(risk),✓(verified),✗(rejected) - Exercise-aware: Reasoning style adapts to domain (math, coding, creative writing, MCQ, RAG, etc.)
- Temperature escalation retry: Empty/None responses retried at increasing temperatures (0.7 → 0.85 → 1.0)
Data Format
{
"messages": [
{"role": "user", "content": "..."},
{"role": "assistant", "content": "...", "reasoning_content": "● Task: ... → Approach: ... ∴ ..."},
],
"source": "meta-math/MetaMathQA",
"synth_provider": "ollama",
"synth_model": "glm-5.2:cloud",
"num_conversation_turns": 2,
"num_reasoning_turns": 1,
"generated_at": "2026-07-06T15:30:12.753815+00:00"
}
Validation
| Check | Result |
|---|---|
| Format compliance | 99.7% |
| Future leakage | 0 (incremental generation) |
| Corrupted fields | 0 |
| Duplicates | 0 (after dedup, ollama preferred over openrouter) |
| Incomplete/truncated | 0 (1,626 filtered out) |
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