Datasets:
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value | generator stringclasses 2
values | version stringclasses 1
value | category stringclasses 4
values | reasoning stringclasses 1
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e6a94abc-be47-4bbf-8735-d38a22c5e3dc | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "Bonjour est ce que tu parles francais ?"
},
{
"role": "assistant",
"content": "<think></think>\n\nBonjour ! Oui, je parle français. 😊 Je peux communiquer dans cette langue et t'aider avec ce dont tu as besoin. N'hési... |
c5d7fb6c-5538-40cc-8934-910c54c0328e | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "A necklace can be described as a string of links ('-') and pearls ('o'), with the last link or pearl connected to the first one.\n\nYou can remove a link or a pearl and insert it between two other existing links or pearls (or bet... |
cda83850-fbb6-447c-97fb-59c111a5596a | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
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"content": ""
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"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nEvaluate the definite integral $\\int_0^1(1-\\sqrt[2024]x)^{2024}\\,dx$."
},
{
"role": "assistant",
"content": "<thi... |
99a81e39-0b9a-4b25-b1ee-c79ed0e8cb4b | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
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"content": "In a hypothetical gene, the codon 5'-UAU-3' in the coding strand is mutated to a stop codon by a single base substitution. Which of the following must be true regarding the mutation? (Assume standard genetic code applies.)\nA: Th... |
78aa2a13-c845-4969-ba5a-d481f00c1d82 | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
{
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"content": ""
},
{
"role": "user",
"content": "write a sami zayn vs kevin owens vs riccochet vs dean ambrose no 1 contender match with zayn win"
},
{
"role": "assistant",
"content": "<think></think>\n\n**WWE No. 1 Contender's Match: Sami Zayn vs. Kevin Owens vs. R... |
6d964360-450d-4f8f-80a8-0b32bc34e869 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
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"content": ""
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"content": "Find the second-to-last element of a list.\n\nExample:\n```python\npenultimate([1,2,3,4]) # => 3\npenultimate([\"Python is dynamic\"]) # => 'i'\n(courtesy of [haskell.org](http://www.haskell.org/haskellwiki/99_question... |
83dc3d80-867e-48cc-8644-c94f3d6c439f | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nFind all the positive divisors of the integers:\ni) \\( A = p^k \\), where \\( p \\) is a prime number and \\( k \\) is a positi... |
b947c062-547f-43f0-9c11-d69031bfd4ad | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
"role": "system",
"content": ""
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{
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"content": "In the context of intermedial studies, consider the remediation of Emily Brontë's *Wuthering Heights* (a novel heavily reliant on nested narratives and unreliable testimony) into various films, such as William Wyler's 1939 adapta... |
add16f28-0d25-4677-96c2-51a2298bf793 | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
{
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"content": ""
},
{
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"content": "Write a concise summary of the following. Be sure to preserve important details: Phillip Pullman’s His Dark Materials books are a great example of using flora and fauna as a centerpiece of worldbuilding. In The Golden Compass, ev... |
d2fd3498-2080-401c-a845-ce11e75db809 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
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"content": ""
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{
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"content": "It's pretty straightforward. Your goal is to create a function that removes the first and last characters of a string. You're given one parameter, the original string. You don't have to worry with strings with less than two char... |
64ab145f-284a-4b37-8213-3478d18f6125 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
"role": "system",
"content": ""
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{
"role": "user",
"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nFind the largest natural number \\( n \\) such that \\( 4^n + 4^{1004} + 4^{88} \\) is a perfect square."
},
{
"role": "... |
8f162b63-0021-4c7c-b8e0-cef30e248cbd | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
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"content": ""
},
{
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"content": "A researcher discovers a virus whose entry into host cells depends on endocytosis but whose replication cycle can be completely blocked by drugs that raise endosomal pH. Based on this information, what is the most likely characte... |
3a863b44-5625-4f0a-801d-103acff890f7 | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "Detect and translate to English\n\n\"شاي-هولود\""
},
{
"role": "assistant",
"content": "<think></think>\n\n**Detected Language:** Arabic \n**Translation:** Tea-Holud \n\n**Note:** \"هولود\" (Holud) does not have a s... |
b30d4214-ab9f-4771-92dd-1d3948e9fda7 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "=====Problem Statement=====\nLet's dive into the interesting topic of regular expressions! You are given some input, and you are required to check whether they are valid mobile numbers.\n\nConcept\nA valid mobile number is a ten ... |
6bd979ea-6e5c-48eb-8400-e329d3c633b0 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nFind the number of 6-digit binary strings such that each string is different from another in at least 3 digits."
},
{
"r... |
e6db2f76-1e55-4e72-9d23-bc740eacc2ae | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
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"content": ""
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"content": "In the detection of horizontal gene transfer (HGT) events, reconciling conflicting signals from compositional and phylogenetic methods is challenging. Consider a gene *xyz* in archaeal species *Archeon alpha* with the following c... |
fa9ebcad-a8e4-4725-a53d-8d3f8860763d | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
{
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"content": ""
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{
"role": "user",
"content": "Paraphrase the following:\n\nIn the recent times, organizations had become so much conscious of the returns they earmarked from their daily transactions. Most of the time, organization depend largely on the business environment b... |
e1b99d84-e9dc-4845-82e8-936a2360c72e | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
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"content": "Your job is to change the given string `s` using a non-negative integer `n`.\n\nEach bit in `n` will specify whether or not to swap the case for each alphabetic character in `s`: if the bit is `1`, swap the case; if its `0`, leav... |
e0586793-1768-40d3-aa06-96f7e506122b | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
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"content": ""
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{
"role": "user",
"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nIn how many ways can you divide the set of eight numbers \\( \\{2, 3, \\ldots, 9\\} \\) into 4 pairs such that no pair of number... |
6d4aaedb-5e79-4a0e-b3f5-72a1c1e158ac | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
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"content": ""
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"content": "A 45-year-old patient with chronic bloating and abdominal pain undergoes a lactulose breath test for suspected SIBO. Results show: Baseline H₂ = 5 ppm, Baseline CH₄ = 15 ppm; at 90 minutes: H₂ = 8 ppm, CH₄ = 18 ppm; at 150 minute... |
a20bc3ce-4264-4205-8f03-8fa9fc7d3e85 | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
{
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"role": "user",
"content": "Dios no cumple las promesas en nuestra vida de acuerdo con nuestros méritos, sino de acuerdo con nuestra fe. La fe La fe ejercitada, fe asumida. ones y ha mantecado desiertos y ha mantenido su fe. Ha sido usted tiene utueva de lo... |
c95b8e1e-e489-49d3-a9ee-9ff5c4eccfbd | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
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"content": "Chef wants to conduct a lecture for which he needs to set up an online meeting of exactly X minutes. \n \nThe meeting platform supports a meeting of maximum 30 minutes without subscription and a meeting of unlimited duration with... |
556a5d23-9660-440c-90d5-0a67a68009c1 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
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"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nFind the sides of a right-angled triangle, given its perimeter $2p$ and altitude $h$."
},
{
"role": "assistant",
"co... |
1b4e4f23-0867-4550-bd9c-b0a0622f3166 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
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{
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"content": "Dr. Smith, a geologist, uses an instrument to measure radiation levels in Region X. The instrument is reliable (99.9% accurate) but was recently contaminated during fieldwork in Region Y, where background radiation causes constan... |
0a59fca5-fda8-4ae7-8815-74966ee5a411 | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
{
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"role": "user",
"content": "this is my process:\n\nprocess QUANT {\n\n publishDir \"${out}/salmon\", mode: 'copy', overwrite: 'false'\n cpus 10\n\n input:\n path gtf\n path transcriptome\n tuple val(sample), file(bam)\n ... |
85479dae-22d0-40aa-a55a-d429049a3ab2 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
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"content": "Adding tip to a restaurant bill in a graceful way can be tricky, thats why you need make a function for it.\n\nThe function will receive the restaurant bill (always a positive number) as an argument. You need to 1) **add at least... |
06ec7c03-74e0-4f8b-b3ba-8018c28a66a2 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
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"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nLet \\( f : R \\to S \\) be a ring homomorphism. Provide an example to show that the preimage of a maximal ideal in \\( S \\) ne... |
5eb718b0-5756-4248-b16d-6bc157a485b4 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
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"content": ""
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{
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"content": "A 6th-century document fragment from Ravenna, during Theodoric the Great's reign over the Ostrogothic Kingdom, exhibits features blending late Roman uncial with emerging regional characteristics: rounded forms but with occasional... |
ff36c54b-ad67-475b-a9c9-79f8633682f0 | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
{
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"content": ""
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{
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"content": "Can you create a single word made of the following elements? The purpose is to recall these elements with that word. Each element should be a syllable in that word. The word should be legible.\n\n“Barium, Calcium, Chromium, Magne... |
f45f5ab8-a478-4d93-87f1-4174b741917a | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
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"content": "Given an array of integers nums and an integer k. A continuous subarray is called nice if there are k odd numbers on it.\nReturn the number of nice sub-arrays.\n \nExample 1:\nInput: nums = [1,1,2,1,1], k = 3\nOutput: 2\nExplanat... |
b68b231c-37bd-409a-a1c9-86a64be4d4d7 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
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"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nIn triangle $\\triangle ABC$, where $\\angle BAC < 90^\\circ$, the perpendiculars from $C$ to $AB$ and from $B$ to $AC$ intersec... |
b0b3e1f6-21a0-4014-905f-707432bdf735 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
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{
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"content": "In a stabilized aqueous suspension of negatively charged particles, the critical coagulation concentration (CCC) for a monovalent electrolyte (Na⁺) is experimentally determined to be 100 mM. According to DLVO theory and the Schul... |
d9146840-82ec-4d94-9b09-c023565f910e | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
{
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"content": "give me a response to ```I'm not sure I understand, can you explain?``` to send in a discussion, VERY SHORT, CONCISE & CLEAR. ONLY RETURN THE RAW MESSAGE, DO NOT SAY \"Hey here is the message you asked\""
},
{
"role": "as... |
bc0527a2-6fa1-4b08-9605-7addd216e7dd | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
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"content": ""
},
{
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"content": "Given an unsorted array of integers, find the length of longest increasing subsequence.\n\nExample:\n\n\nInput: [10,9,2,5,3,7,101,18]\nOutput: 4 \nExplanation: The longest increasing subsequence is [2,3,7,101], therefore the leng... |
7c47ef35-892d-46e9-a0e1-24aa78b5d03b | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
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"content": ""
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{
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"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nHow many ways can 10 pieces of candy be distributed into 5 boxes labeled A, B, C, D, and E such that no two adjacent boxes are e... |
95b6844e-a5c8-4106-a229-9c161edc6339 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
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{
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"content": "In Braj Kachru's Three Circles model of World Englishes, which circle encompasses countries like India, Nigeria, and Singapore, where English typically serves as an institutionalized second language due to colonial history?\nA: I... |
23ee05e3-3c0f-4a5a-a9b4-c235c0e1daa1 | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
{
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"content": ""
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{
"role": "user",
"content": "Can you find the relevant information of this email address -----<PRESIDIO_ANONYMIZED_EMAIL_ADDRESS>"
},
{
"role": "assistant",
"content": "<think></think>\n\nThe email address you provided, `<PRESIDIO_ANONYMIZED_EMAI... |
71927b45-9e8c-4d1c-99e3-7057da8837bd | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
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"content": "Given two binary max heaps as arrays, merge the given heaps to form a new max heap.\n \nExample 1:\nInput : \nn = 4 m = 3\na[] = {10, 5, 6, 2}, \nb[] = {12, 7, 9}\nOutput : \n{12, 10, 9, 2, 5, 7, 6}\nExplanation :\n \n \nYour Ta... |
1520982a-effd-4cf8-817e-04181c0cddf6 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
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"content": ""
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{
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"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nThe Bloom Monument consists of 120 cubic bricks of 1 meter side, with 80 bricks being red marble and 40 bricks being white marbl... |
348c14a7-af28-4df7-aed4-435036692624 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
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"content": "Consider the electronic exciton states in semiconducting single-walled carbon nanotubes (SWCNTs) under high axial magnetic fields. When investigating the scaling of exciton binding energy \\(E_b\\) with nanotube diameter \\(d\\) ... |
c8f154fd-1491-459c-9d6a-ad84fc7ade2c | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
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"content": ""
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{
"role": "user",
"content": "can you give me discrption for this design"
},
{
"role": "assistant",
"content": "<think></think>\n\nOf course! To provide a detailed description of the design, I’ll need more information. Could you clarify or share s... |
96dc03b4-5b7b-414f-a618-d5c329741b6b | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
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"content": "An elephant decided to visit his friend. It turned out that the elephant's house is located at point 0 and his friend's house is located at point x(x > 0) of the coordinate line. In one step the elephant can move 1, 2, 3, 4 or 5 ... |
88f14b99-c0ea-4fc7-a3aa-910ba27f3fe9 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
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"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nIn crew, an \"eight\" is a boat with four rowers on the port side and four on the starboard side. If two of the eight rowers can... |
b72afb2a-3889-4113-bc09-6b61428a9bc2 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
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"content": ""
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"content": "A synthetic biologist designs a complex genetic circuit using both BioBricks™ RFC10 standard parts (assembled via 3A assembly with EcoRI, XbaI, SpeI, PstI, leaving scars: T ACTAGA A, T ACTAGT A, G CTGCA G) and Type IIS Golden Gat... |
12ea1cde-b7d0-433c-b533-371c4bb972a3 | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
{
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"content": "I hope you had a good lunch. Leon,\nHow are you?\n\nPlease let me know about the following. If we buy this product for about $3,000, how many can you give, and if you pack it for loading on a ship, how many boxes will come out, w... |
49ba6ad5-6672-4811-9521-bfd81c151f74 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
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"content": ""
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"content": "Imagine that you are given two sticks. You want to end up with three sticks of equal length. You are allowed to cut either or both of the sticks to accomplish this, and can throw away leftover pieces.\n\nWrite a function, maxlen,... |
1f55ec16-7875-41cb-a4c4-74b5d5d5af06 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
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"content": ""
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"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nFind the maximum value of the expression \\( \\sum \\frac{(ab)^n}{1 - ab} \\), where \\( n \\geq 2 \\) is a natural number and \... |
372f776a-494c-4fe8-9f31-0f802323646d | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
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"content": "A patient under general anesthesia receives phenylephrine, causing systemic vasoconstriction that reduces the average arteriolar radius by 50%. Mean arterial pressure (MAP) is carefully maintained constant by titrated fluid admin... |
a47190dd-35f9-4f07-9c0e-426a268a2645 | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
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"content": "1. top-rated\na. the skills and abilities that allow you to be employed\n2. to benefit\nb. considered to be the best or among the best\n3. requirement\nc. requiring great effort and determination\n4. advantage\nd. the temporary ... |
af66fcd2-3e38-4486-92ea-9b82b2fc4d2b | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
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"content": "Let's assume we need \"clean\" strings. Clean means a string should only contain letters `a-z`, `A-Z` and spaces. We assume that there are no double spaces or line breaks.\n\nWrite a function that takes a string and returns a str... |
1a43ddd7-0018-4bb7-aecc-2a1981d28b4a | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
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"content": ""
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"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nGiven positive real numbers \\(a, b, c\\) such that \\(abc = 1\\), find the minimum value of the expression:\n\\[ P = \\frac{a +... |
08990606-b0dd-40b2-a7a1-67890546f348 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
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"content": ""
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{
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"content": "In an active vibration control system for a vehicle suspension using feedforward control with a reference signal from road unevenness, which factor is most critical for ensuring the controller's effectiveness when operating condi... |
cf579511-715a-440f-a1c4-87fcbfa439bd | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
{
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"content": ""
},
{
"role": "user",
"content": "stablediffusion.fr"
},
{
"role": "assistant",
"content": "<think></think>\n\nLe site **stablediffusion.fr** n'est pas un site officiel lié à **Stable Diffusion**, le modèle de génération d'images basé sur l'intelligen... |
809e0cae-656d-43e5-ad51-a2f6a1e43924 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "A company manager gave projects to the employees of his company. The employees have to form a team of two for doing the project. The manager left the employees to decide the teams. The number of employees in a company will be eve... |
22b09f0b-df49-468e-8404-c7d4de8019b5 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nFind the remainder when $2006^{2005^{\\ldots{1}}}$ is divided by $11$ when $a^{b^{c}}=a^{(b^{c})}$."
},
{
"role": "assis... |
0210af98-59bd-475f-8f19-a639657da1ae | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "A 4th-century Romano-Syrian tax petition from Antioch displays a formal Latin *scriptio continua* in the main body, characteristic of imperial bureaucracy. However, it includes administrative notations in the margins: Greek in a ... |
946b9778-c42d-4111-9821-e242b321aab2 | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "Which Boroughs In New York City During 1975 Are The Most Likely To Have 70 Criminals Hunt Each Other Down (In An Fictional Manner)?"
},
{
"role": "assistant",
"content": "<think></think>\n\nIn 1975, New York City was ... |
43ee0d8c-87c8-4ed7-a2ed-439c54089c9c | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "Chef is very fond of horses. He enjoys watching them race. As expected, he has a stable full of horses. He, along with his friends, goes to his stable during the weekends to watch a few of these horses race. Chef wants his friend... |
be9c2e82-86fd-4efb-90f0-026d0c87ab92 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nSolve the system of equations \n\\[\n\\begin{cases}\n(x+1)(y+1)(z+1)=5\\\\ \n\\sqrt{x}+\\sqrt{y}+\\sqrt{z}=\\sqrt{x+6}\n\\end{ca... |
04d50b31-4e4e-4309-a07c-d1e58764ff28 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "In the context of early 20th-century Latin American avant-garde movements, which poet co-founded the *estridentismo* movement in Mexico—characterized by its embrace of urban modernity, mechanical imagery, and radical social criti... |
952f6946-972a-40d7-96f9-812a4482604e | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "are you friendly?"
},
{
"role": "assistant",
"content": "<think></think>\n\nHi there! 😊 Yes, I'm definitely friendly! I'm here to help, chat, and make sure you have a great experience. Whether you need assistance, wa... |
8de62dc2-32bf-472e-88fc-d8342c1c10de | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "You are given a string consisting of alphabet letters. Convert it to alternating case: the letters on odd positions should be in uppercase, and the letters on even positions should be lowercase. The letters are numbered staring f... |
814b463e-3a9b-4d38-820a-e151a3dd6d63 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nGiven that \\(a\\) and \\(k\\) are natural numbers such that \\(a\\), \\(6k + a\\), and \\(12k + a\\) are all prime numbers, fin... |
e879d688-463e-4b6f-8fd7-4521e733a519 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "In the Brent technique for microtia reconstruction, which of the following sequences correctly outlines the key surgical stages?\n\nA: Framework carving → Lobule transposition → Tragus construction → Skin graft coverage \nB: Car... |
fa36be38-568a-4581-8e8f-7d55b4dc42d0 | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "correct my french from now on"
},
{
"role": "assistant",
"content": "<think></think>\n\nD'accord ! Dès maintenant, je corrigerai votre français dans vos messages. Pour chaque texte que vous enverrez, je proposerai une... |
084ae64c-cbe3-44f1-9b4c-8200d7e91e89 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "We have held a popularity poll for N items on sale. Item i received A_i votes.\nFrom these N items, we will select M as popular items. However, we cannot select an item with less than \\dfrac{1}{4M} of the total number of votes.\... |
9c6ee983-e3d4-43cf-b484-ee22c5be7180 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nGiven any two positive integers \\(a\\) and \\(b\\), find a sequence of \\(ab\\) different real numbers with no increasing subse... |
cb6885b2-f412-42b4-9a41-3747e65d6a94 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "Consider a hypothetical policy change regarding carbon taxation that occurs after decades of legislative gridlock. The change follows an unprecedented heatwave causing severe economic damage, which is leveraged by a policy entrep... |
68842a89-7bdb-4751-a10e-54857363dff5 | CC BY 4.0 | Qwen3-235B-A22B, Qwen3-30B-A3B | v2 | chat | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "Generate lessons with an Introduction, Content of 2200 words with comprehensive detail on the sub-element, a complete real world case study, a Conclusion and a self assessment yes or no questionnaire in table format. The sub-elem... |
e82d021c-0a1c-40fe-b60e-02fc18dcd481 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | code | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "Given an array arr. You can choose a set of integers and remove all the occurrences of these integers in the array.\nReturn the minimum size of the set so that at least half of the integers of the array are removed.\n \nExample ... |
ceca3d18-345a-4070-babc-71c5f44979a6 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | math | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\nSolve the following system of equations:\n\\[\n\\left\\{\\begin{matrix}\n4x^2y^2-6xy-3y^3=-9\\\\\n6x^2y-y^2-9x=0\n\\end{matrix}\... |
3de7270a-01b5-4bae-bfd5-6f6434f86ad4 | CC BY 4.0 | DeepSeek-R1-0528 | v2 | stem | off | [
{
"role": "system",
"content": ""
},
{
"role": "user",
"content": "Davidson's Principle of Charity mandates interpreting a speaker's beliefs such that they are largely true and coherent *in our own terms*. Quine's thesis of the indeterminacy of translation demonstrates that empirical evidence al... |
End of preview. Expand in Data Studio
FullCtx 训练数据：完整上下文 1024 tokens，15,724 条
本仓库发布我们在 LLaDA2.0-mini / NV1 converter 实验中实际使用的 FullCtx 训练集。它从 原始 80k 训练数据 中筛选得到，保留能够完整放入 1024-token 训练窗口的格式化问题与回答，再按四个领域均衡抽样，共 15,724 条。
上传文件保持实际训练 JSONL 的内容和行序不变，未重新生成回答、裁剪文本或添加训练 token。它对应 gj120018/converter 中的 fullctx15724-s500-seed42 权重，不是后续 70,544 条的扩展数据池。
数据构成
| 类别 | 原 80k 中的条数 | 满足完整上下文筛选的条数 | 最终保留条数 |
|---|---|---|---|
chat |
20,000 | 8,819 | 3,931 |
code |
20,000 | 3,931 | 3,931 |
math |
20,000 | 15,356 | 3,931 |
stem |
20,000 | 18,810 | 3,931 |
| 合计 | 80,000 | 46,916 | 15,724 |
由于 code 是筛选后最小的类别，四类均以 3,931 条为最终数量。只提供一个 train split，未另行划分验证集或测试集。
FullCtx 的定义与筛选方法
“完整上下文”指使用创建该数据时的 LLaDA2.0-mini tokenizer 和 chat template 后，整段问题与回答都能容纳在 1024 tokens 内，不是只计算回答长度，也不是按字符数筛选。
对原 80k 的每条记录，执行以下检查：
- 最后一条消息为
assistant。 - 将完整
messages应用聊天模板，得到完整会话；将messages[:-1]应用聊天模板并开启add_generation_prompt=True，得到 prompt。 - 两段文本均以
add_special_tokens=False分词；要求 prompt token 序列是完整会话 token 序列的精确前缀，且其后仍有非空 assistant 目标。 - 仅保留完整会话长度 ≤1024 tokens 的记录；超长记录直接排除，不截短问题或答案。
- 在各类别合格候选中无放回抽取 3,931 条。
chat/code/math/stem分别使用 Pythonrandom.Random种子 42/43/44/45，抽中的类别内索引排序后，按chat → code → math → stem轮流交错写入。
原始内容、UUID、生成模型和许可字段均保留。完整会话长度根据创建时保存的逐条清单统计为：最短 32、最长 1024、平均 637.70、中位数 664 tokens。
上述长度依赖具体 tokenizer 和模板；换用其他模型或添加额外提示词后，需要重新检查长度。JSONL 中保存的是原始消息文本，不是已经 padding 或 mask 的训练张量。
文件与字段
| 文件 | 内容 |
|---|---|
data/train.jsonl |
实际训练数据，15,724 行，41,881,647 字节 |
dataset_metadata.json |
数据来源、类别统计、筛选与抽样设置、长度统计 |
selection_manifest.jsonl |
与训练文件逐行对应的来源行号、UUID、类别和 token 长度 |
每条训练记录包含以下字段：
| 字段 | 含义 |
|---|---|
uuid |
上游样本标识 |
license |
原样保留的逐条许可标记，本集全部为 CC BY 4.0 |
generator |
上游记录的生成模型信息 |
version |
本集全部为 v2 |
category |
chat、code、math 或 stem |
reasoning |
本集全部为 off；这是上游标签，不表示回答中没有解释文字 |
messages |
包含 role、content 的消息列表，顺序为 system/user/assistant |
本集的 system 内容为空，user 与 assistant 内容均非空。generator 字段中，3,931 条为 Qwen3-235B-A22B, Qwen3-30B-A3B，11,793 条为 DeepSeek-R1-0528。
selection_manifest.jsonl 中的 source_row 是原始 80k 仓库 data/train.jsonl 的 从 0 开始的行号，不是 NVIDIA 上游完整数据的行号；full_tokens 是完整会话长度，prompt_tokens 是 prompt 长度，两者之差是包含模板结束符等 token 的 assistant 目标长度。清单与训练 JSONL 的第 i 行一一对应。
加载
from datasets import load_dataset
ds = load_dataset("gj120018/Fullctx_training_dataset", split="train")
assert len(ds) == 15724
print(ds[0]["category"])
print(ds[0]["messages"])
也可以先下载原始文件：
hf download gj120018/Fullctx_training_dataset --type dataset --local-dir ./fullctx
再按 JSONL 加载：
from datasets import load_dataset
ds = load_dataset("json", data_files="./fullctx/data/train.jsonl", split="train")
对应实验与使用边界
已发布的 FullCtx converter 使用该候选池训练：序列长度 1024、global batch size=4、micro batch size=1、500 optimizer steps、seed42，因此实际呈现 2,000 条训练样本，并未遍历全部 15,724 条。
该 checkpoint 在当前 cllada_infer、tpf=1、生成上限 512、完整 HumanEval 164 题下，T=0 为 79.88%（131/164），T=1 为 81.10%（133/164）。这些是模型实验结果，不是数据集的独立评分；完整设置见 converter 模型说明。
这份数据用于减少“1024 窗口内保留回答却丢掉问题”的情况。筛选也改变了原 80k 的样本成员与长度分布；它不能被称为 NV1 文档原始训练数据的逐样本复现，也不保证达到文档报告分数。
来源与许可
上游数据作者为 NVIDIA，原始来源是 Nemotron-Post-Training-Dataset-v2。我们先整理出四领域均衡的 80k 子集，再从中筛选本 FullCtx 子集，不声称原创问题或回答。
本集全部记录的 license 字段为 CC BY 4.0，该字段与其他来源信息已完整保留。上游署名及生成模型相关说明见 原数据卡。
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