Datasets:

Jarrodbarnes
/

qwen3-0.6B-interleaved-thinking-data

id stringlengths 24 24	split stringclasses 1 value	source_sha stringlengths 64 64	raw_chunk_ids listlengths 384 384	interleaved_thinking_ids listlengths 349 696	raw_text stringlengths 412 2.44k	augmented_text stringlengths 776 3.54k	teacher_model stringclasses 1 value	teacher_backend stringclasses 1 value	prompt_kind stringclasses 1 value	chunk_tokens int64 384 384	max_augmented_tokens int64 768 768	think_count int64 2 6	raw_word_coverage float64 0.79 1
4a0846d0e7447257c9097dd7	train	9eeb72fb84b1ea539e91bbe6574331dcae952a7dd7a8475ea818d381735c8fa9	[ 33074, 72173, 525, 8848, 11, 323, 1496, 435, 60470, 979, 432, 4041, 311, 12598, 20419, 3791, 311, 2841, 13, 4329, 315, 601, 2578, 387, 16575, 582, 686, 387, 3884, 438, 7469, 11, 323, 537, 27290, 315, 1660, 4429, 13919, 304, 3853, 624,...	[ 33074, 72173, 525, 8848, 11, 323, 1496, 435, 60470, 979, 432, 4041, 311, 12598, 20419, 3791, 311, 2841, 13, 220, 151667, 68220, 287, 279, 3590, 53295, 32242, 25, 12598, 3331, 2355, 11, 3259, 862, 40158, 264, 5089, 1160, 315, 74272, 4751...	Quality apologies are rare, and even rarer when it comes to adults apologising to children. Some of us might be afraid we will be seen as weak, and not worthy of being taken seriously in future. But when someone feels wronged or disadvantaged by inappropriate behaviour they need to feel safe in the knowledge that the i...	Quality apologies are rare, and even rarer when it comes to adults apologising to children. <think>Establishing the social asymmetry: adults hold power, making their apology a significant act of humility rather than obligation.</think> Some of us might be afraid we will be seen as weak, and not worthy of being taken se...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	6	1
468876784c10a89bfa63d63a	train	96aeb7d55a88ac72aa012721a12d80564dc3f3a9d573bee25594e2b40ba4080c	[ 44923, 2770, 24464, 16155, 323, 9977, 27468, 323, 46180, 52, 22461, 85381, 2926, 13, 73351, 14235, 383, 702, 1012, 21328, 419, 1042, 748, 67252, 11586, 31193, 13, 576, 10084, 13632, 374, 264, 1376, 25305, 311, 279, 17702, 15449, 1895, 504...	[ 44923, 2770, 24464, 16155, 323, 9977, 27468, 323, 46180, 52, 22461, 85381, 2926, 13, 73351, 14235, 383, 702, 1012, 21328, 419, 1042, 748, 67252, 11586, 31193, 13, 220, 151667, 68220, 287, 279, 3832, 594, 1550, 11591, 16387, 323, 279, 3151...	Chinese glaciologist and climate scientist and IGU Vice-President Dr. Qin Dahe has been awarded this year’s Volvo Environment Prize. The award winner is a key contributor to the fifth assessment report from the UN climate panel (IPPC), whose first section, the “Physical Science Basis”, was released in September. He att...	Chinese glaciologist and climate scientist and IGU Vice-President Dr. Qin Dahe has been awarded this year’s Volvo Environment Prize. <think>Establishing the subject's high-level credentials and the specific award context.</think> The award winner is a key contributor to the fifth assessment report from the UN climate p...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	6	0.898089
e349f9a9f09f062c0c93b334	train	f0833a99ba6e2ddb7fb406bd13966cfc55c8525306ce19f7f39bd5881c300ea0	[ 2121, 264, 1550, 2906, 6364, 11079, 11, 847, 5795, 374, 311, 8193, 30450, 7853, 4143, 879, 1490, 279, 8131, 2266, 315, 279, 2847, 45482, 582, 525, 20956, 13, 2918, 82, 11, 1741, 438, 32007, 12066, 748, 2014, 26835, 264, 14563, 287, 22...	[ 2121, 264, 1550, 2906, 6364, 11079, 11, 847, 5795, 374, 311, 8193, 30450, 7853, 4143, 879, 1490, 279, 8131, 2266, 315, 279, 2847, 45482, 582, 525, 20956, 13, 220, 151667, 785, 3150, 63564, 264, 10477, 54080, 938, 19128, 30188, 389, 3644...	As a high school English teacher, my goal is to produce globally aware students who see the larger context of the curricula we are studying. Texts, such as Harper Lee’s To Kill a Mockingbird, are valuable lenses to educate my students about what it means to be humane, active participants in their classroom and the worl...	As a high school English teacher, my goal is to produce globally aware students who see the larger context of the curricula we are studying. <think>The author establishes a pedagogical philosophy centered on global awareness and humanistic education.</think> Texts, such as Harper Lee’s To Kill a Mockingbird, are valuab...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	5	1
9b7d7d280bb3acd2fb1aafa3	train	bb607fa5e36c9100cb562ebfe1110f5c4a7f14aae2cde119f80d365db810a525	[ 3564, 3412, 20992, 429, 16062, 3644, 19879, 1410, 52032, 1064, 3351, 748, 2639, 40508, 369, 1657, 595, 1267, 35558, 11, 448, 9788, 24154, 369, 279, 26236, 60851, 429, 6761, 389, 1105, 624, 641, 34048, 20520, 1829, 1127, 40736, 279, 34235,...	[ 3564, 3412, 20992, 429, 16062, 3644, 19879, 1410, 52032, 1064, 3351, 748, 2639, 40508, 369, 1657, 595, 1267, 35558, 11, 448, 9788, 24154, 369, 279, 26236, 60851, 429, 6761, 389, 1105, 13, 220, 151667, 1986, 5114, 7289, 705, 264, 58457, ...	New research reveals that rising global temperatures could jeopardise today’s status quo for many kelp forests, with unknown implications for the productive ecosystems that depend on them. In tropical waters corals dominate the coastal marine ecosystem, yet travel north or south from the paradisiacal tropics and you wi...	New research reveals that rising global temperatures could jeopardise today’s status quo for many kelp forests, with unknown implications for the productive ecosystems that depend on them. <think>This statement sets up a causal link between climate change and ecosystem stability, framing the subsequent description of k...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	6	1
efe39488b206be6371a43492	train	b4f5ecad13f6a481ce7e9492ddc06977e296d4edb2e753dde966509beac5d99b	[ 59860, 3424, 431, 1799, 2794, 46359, 11685, 2992, 422, 9133, 4066, 5267, 49, 383, 31930, 4746, 8457, 374, 264, 8848, 1352, 315, 4746, 8457, 429, 11136, 24905, 2841, 13, 1084, 374, 8881, 553, 3432, 67032, 31930, 33553, 11, 892, 5086, 374...	[ 59860, 3424, 431, 1799, 2794, 46359, 11685, 2992, 422, 9133, 4066, 30, 220, 151667, 2620, 5740, 279, 1842, 30126, 323, 6891, 315, 279, 2971, 13, 151668, 70536, 31930, 4746, 8457, 374, 264, 8848, 1352, 315, 4746, 8457, 429, 11136, 24905, ...	WHAT IS RHEUMATIC HEART DISEASE? Rheumatic heart disease is a rare form of heart disease that typically impacts children. It is caused by having rheumatic fever, which itself is a complication from the strep throat bacteria. Rheumatic fever is a serious illness that can follow strep throat, a condition in which a sore ...	WHAT IS RHEUMATIC HEART DISEASE? <think>Defining the etiology and scope of the condition.</think> Rheumatic heart disease is a rare form of heart disease that typically impacts children. It is caused by having rheumatic fever, which itself is a complication from the strep throat bacteria. Rheumatic fever is a serious i...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	3	1
3bee26303d5896fd21facb6e	train	1584c169275ddb783536543d9b7a55ace2b09ce6d688c3f5481d3b4d3ffbbc29	[ 2132, 748, 825, 3166, 979, 7770, 4143, 8665, 8086, 315, 264, 11249, 2355, 6008, 13, 12969, 879, 525, 2669, 22166, 51390, 13, 12969, 879, 7629, 1405, 22166, 525, 4363, 311, 387, 650, 318, 14318, 13, 3197, 264, 27468, 21191, 700, 11, 10...	[ 2132, 748, 825, 3166, 979, 7770, 4143, 8665, 8086, 315, 264, 11249, 2355, 6008, 13, 220, 151667, 785, 3150, 63564, 264, 28922, 315, 37669, 311, 17585, 429, 54388, 748, 23468, 23377, 4911, 4680, 4152, 311, 806, 54365, 2639, 13, 151668, 1...	It’s one thing when college students protest construction of a nuclear power plant. Those who are already convinced applaud. Those who aren’t convinced are likely to be unimpressed. When a scientist speaks out, there’s likely to be a little more interest. When that scientist is Richard E. Webb, it’s important that we a...	It’s one thing when college students protest construction of a nuclear power plant. <think>The author establishes a hierarchy of credibility to argue that Webb’s testimony carries unique weight due to his insider status.</think> Those who are already convinced applaud. Those who aren’t convinced are likely to be unimpr...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	5	1
db0053a86b0a4fba585943c6	train	e2b19e77e39092c067f0bbb0980e24cc5a625ea7452e6960354cbd196fc99023	[ 450, 760, 1422, 760, 662, 1173, 1651, 198, 64117, 661, 685, 386, 529, 724, 320, 44, 3326, 8, 374, 458, 9864, 22634, 6203, 315, 279, 328, 81450, 304, 1863, 5186, 713, 323, 4462, 315, 1378, 51711, 364, 41415, 10627, 323, 5443, 67917, ...	[ 450, 760, 1422, 760, 662, 1173, 1651, 198, 64117, 661, 685, 386, 529, 724, 320, 44, 3326, 8, 374, 458, 9864, 22634, 6203, 315, 279, 328, 81450, 304, 1863, 5186, 713, 323, 4462, 315, 1378, 51711, 364, 41415, 10627, 323, 5443, 67917, ...	de \| fr \| en print view Claudia Mertens (MSc) is an animal welfare expert of the SPCA in Zürich and member of two governmental 'Animal Care and Use Committees'. PD Dr. Rülicke is head of the Biological Central Laboratory and expert for transgenic technology at the Institute for Laboratory Animal Sciences University of ...	de \| fr \| en print view Claudia Mertens (MSc) is an animal welfare expert of the SPCA in Zürich and member of two governmental 'Animal Care and Use Committees'. <think>Establishing the authors' dual expertise in ethics and technical biology to validate the interdisciplinary approach.</think> PD Dr. Rülicke is head of t...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	4	1
47834e17c744e94f4ddc830a	train	fea0bbb3d81d0620bfecf388cec9e7b990ae0a2a45f2eb7b156835f325c7a232	[ 70746, 70364, 291, 40913, 311, 94628, 389, 47512, 22235, 198, 54, 1749, 398, 512, 65106, 320, 9865, 51106, 30691, 7272, 701, 264, 548, 3426, 9419, 1730, 389, 94628, 624, 34, 56463, 25, 29938, 11960, 7526, 198, 785, 23329, 13307, 9080, 1...	[ 70746, 70364, 291, 40913, 311, 94628, 389, 47512, 22235, 198, 54, 1749, 398, 512, 65106, 320, 9865, 51106, 30691, 7272, 701, 264, 548, 3426, 9419, 1730, 389, 94628, 624, 34, 56463, 25, 29938, 11960, 7526, 198, 785, 23329, 13307, 9080, 1...	Species Hitched Ride to Madagascar on Floating Islands Woolly lemur (Avahi laniger), a primate species found on Madagascar. CREDIT: Mitchell Irwin The mysteriously rich diversity of life on the isle of Madagascar might have arrived there in part on 'floating islands' carried by ocean currents, researchers now say. Mada...	Species Hitched Ride to Madagascar on Floating Islands Woolly lemur (Avahi laniger), a primate species found on Madagascar. CREDIT: Mitchell Irwin The mysteriously rich diversity of life on the isle of Madagascar might have arrived there in part on 'floating islands' carried by ocean currents, researchers now say. <thi...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	5	1
65e91c16e466dc7afcd60911	train	55c0566a49713824c247dcb907a17e899d257e42099c99f312769731b021c586	[ 8484, 3838, 730, 8673, 315, 73139, 18170, 525, 7718, 31844, 198, 1782, 4787, 12740, 15994, 5267, 16, 24, 6156, 220, 16, 24, 24, 23, 198, 91, 34762, 9419, 315, 51341, 18170, 198, 546, 1730, 304, 4787, 12740, 20520, 11, 11691, 1588, 553...	[ 8484, 3838, 730, 8673, 315, 73139, 18170, 525, 7718, 31844, 198, 1782, 4787, 12740, 15994, 5267, 16, 24, 6156, 220, 16, 24, 24, 23, 198, 91, 34762, 9419, 315, 51341, 18170, 198, 546, 1730, 304, 4787, 12740, 20520, 11, 11691, 1588, 553...	\|\|What Kinds of Jellyfish are Common Along the North Carolina Coast? 19 August 1998 \|Several species of jellyfish are found in North Carolina waters, carried here by oceans currents, wind and tides. Although jellyfish encounters may be unpleasant for beachgoers and swimmers, the world of these ocean travelers is quite ...	\|\|What Kinds of Jellyfish are Common Along the North Carolina Coast? 19 August 1998 \|Several species of jellyfish are found in North Carolina waters, carried here by oceans currents, wind and tides. <think>Establishing the environmental drivers for jellyfish presence in this specific region.</think> Although jellyfish ...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	5	1
c5e27106f212e29808682654	train	6250dbb4d94b0b255d05f9c5b1e92e48b07a936a234cdd983239d4a3c8c1b2ed	[ 95275, 339, 11, 323, 43483, 35559, 64108, 553, 429, 40363, 11, 29701, 2205, 9104, 30086, 304, 220, 17, 15, 16, 17, 13, 4636, 264, 12406, 2041, 264, 12406, 11, 582, 2684, 1007, 311, 264, 85250, 1191, 311, 279, 8205, 3200, 448, 279, 2...	[ 95275, 339, 11, 323, 43483, 35559, 64108, 553, 429, 40363, 11, 29701, 2205, 9104, 30086, 304, 220, 17, 15, 16, 17, 13, 220, 151667, 68220, 287, 279, 18072, 30617, 318, 774, 9149, 25, 16062, 19879, 525, 9842, 14226, 9104, 4357, 13, 151...	Warmth, and storms arguably boosted by that warmth, dominated local weather headlines in 2012. After a winter without a winter, we got off to a blazing start to the warm season with the toastiest March on record, and then we were unfortunate enough to deal with our third top-three hottest summer of heat in as many year...	Warmth, and storms arguably boosted by that warmth, dominated local weather headlines in 2012. <think>Establishing the macro-climatic trend: rising temperatures are driving extreme weather events.</think> After a winter without a winter, we got off to a blazing start to the warm season with the toastiest March on recor...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	4	1
fd4d50c49d4dab84b0dfff57	train	d0e912b547d6d541600e8441ca175ce9da4a9465fd67389a9f1acd46d4eff3aa	[ 43824, 446, 2050, 525, 49135, 11, 323, 862, 6239, 646, 387, 15386, 13, 26048, 1008, 5810, 50651, 11, 1052, 374, 902, 13382, 1616, 311, 7023, 979, 323, 1380, 807, 686, 12170, 13, 7418, 421, 498, 1513, 1405, 3887, 304, 458, 3082, 36997,...	[ 43824, 446, 2050, 525, 49135, 11, 323, 862, 6239, 646, 387, 15386, 13, 220, 151667, 68220, 287, 279, 6200, 40202, 25, 43596, 2897, 323, 1550, 44425, 13, 151668, 26048, 1008, 5810, 50651, 11, 1052, 374, 902, 13382, 1616, 311, 7023, 979, ...	Earthquakes are unpredictable, and their effects can be severe. Unlike other natural disasters, there is no accurate way to predict when and where they will occur. Even if you don’t live in an area prone to earthquakes, you could still be affected. Recently, a magnitude 7.8 earthquake struck Turkey, and it caused devas...	Earthquakes are unpredictable, and their effects can be severe. <think>Establishing the core premise: unpredictability and high stakes.</think> Unlike other natural disasters, there is no accurate way to predict when and where they will occur. Even if you don’t live in an area prone to earthquakes, you could still be a...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	6	1
f52e38a8f60cdecec7976546	train	8a19d36112ec92631df24bb4d064a470e469ac71dd7dc7bbe0e00a146507f3ee	[ 623, 858, 6657, 304, 279, 96538, 12030, 198, 1359, 96538, 44999, 198, 32, 495, 16974, 304, 279, 40014, 198, 23043, 43991, 553, 279, 81617, 23501, 419, 3108, 315, 279, 28438, 10948, 11, 96538, 374, 279, 4727, 2114, 2331, 369, 697, 357, ...	[ 623, 858, 6657, 304, 279, 96538, 12030, 198, 1359, 96538, 44999, 198, 32, 495, 16974, 304, 279, 40014, 198, 23043, 43991, 553, 279, 81617, 23501, 419, 3108, 315, 279, 28438, 10948, 11, 96538, 374, 279, 4727, 2114, 2331, 369, 697, 357, ...	Stargazing in the Asheville Area By Asheville Insider Astronomy in the Mountains Surrounded by the tallest mountains this side of the Mississippi River, Asheville is the perfect home base for your stargazing adventure. There's nothing quite so spell-binding as looking up into a starry sky filled with constellations, di...	Stargazing in the Asheville Area By Asheville Insider Astronomy in the Mountains Surrounded by the tallest mountains this side of the Mississippi River, Asheville is the perfect home base for your stargazing adventure. <think>The text establishes Asheville’s geographic advantage for astronomy due to its mountainous ter...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	6	1
a29e76c7b69cf487ef8e9725	train	1a9c3d8b5f49e51c3d436e9ccef348e42973c0ce082e96a0b853fdd1af82b609	[ 43403, 5159, 25, 362, 20286, 323, 59680, 7993, 198, 13935, 576, 3639, 4180, 34890, 400, 24, 198, 65, 14726, 304, 11561, 311, 279, 4236, 10684, 3693, 5837, 304, 220, 17, 15, 15, 16, 11, 911, 279, 1852, 438, 547, 808, 13, 12794, 311, ...	[ 43403, 5159, 25, 362, 20286, 323, 59680, 7993, 198, 13935, 576, 3639, 4180, 34890, 400, 24, 7094, 304, 11561, 311, 279, 4236, 10684, 3693, 5837, 304, 220, 17, 15, 15, 16, 11, 911, 279, 1852, 438, 547, 808, 13, 12794, 311, 8359, 11, ...	Central America: A Large and Growing Market · The United States exported $9 billion in goods to the five Central American countries in 2001, about the same as U.S. exports to Russia, India and Indonesia combined. U.S. exports to the region have been growing, up 42% since 1996. · The U.S. is the main supplier of goods a...	Central America: A Large and Growing Market · The United States exported $9 billion in goods to the five Central American countries in 2001, about the same as U.S. exports to Russia, India and Indonesia combined. <think>Establishing the scale of trade to highlight economic significance.</think> U.S. exports to the regi...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	5	1
756cba3ad284cea36d290aa2	train	0068b092f720bccfbe05a6c9ff11159869abaa2a72f275c848bc279755b15a62	[ 14009, 8813, 2798, 611, 388, 487, 527, 374, 264, 12040, 501, 4647, 429, 19257, 311, 1251, 879, 614, 21943, 2571, 685, 11, 37181, 11, 51464, 11, 21943, 649, 706, 685, 323, 1008, 63808, 4682, 13, 4220, 525, 3369, 82, 38706, 527, 4682, ...	[ 14009, 8813, 2798, 611, 388, 487, 527, 374, 264, 12040, 501, 4647, 429, 19257, 311, 1251, 879, 614, 21943, 2571, 685, 11, 37181, 11, 51464, 11, 21943, 649, 706, 685, 323, 1008, 63808, 4682, 13, 220, 151667, 68220, 287, 279, 6891, 25, ...	‘Neurodiversity’ is a relatively new term that refers to people who have dyslexia, autism, ADHD, dyspraxia and other neurological conditions. These are ‘spectrum’ conditions, with a wide range of characteristics, but which nevertheless share some common features in terms of how people learn and process information. - W...	‘Neurodiversity’ is a relatively new term that refers to people who have dyslexia, autism, ADHD, dyspraxia and other neurological conditions. <think>Establishing the scope: this text defines neurodiversity to frame autism within a broader context of neurological variation, rather than as an isolated defect.</think> The...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	5	1
e5baa82226bb983edf78204a	train	1606235290b5e87bdddb247560ba43b9e97bf130b6fa38e88d5ca898dbb0645e	[ 12949, 678, 6961, 7488, 11, 4680, 51903, 7460, 9314, 323, 77116, 3607, 323, 6169, 18405, 13, 4354, 11, 4680, 51903, 374, 1083, 949, 315, 279, 7028, 10566, 1882, 11, 1380, 498, 24057, 803, 24262, 311, 19583, 705, 323, 1936, 15747, 13, ...	[ 12949, 678, 6961, 7488, 11, 4680, 51903, 7460, 9314, 323, 77116, 3607, 323, 6169, 18405, 13, 220, 151667, 68220, 287, 279, 25869, 25, 22823, 5068, 33644, 389, 25595, 323, 18405, 13, 151668, 4354, 11, 4680, 51903, 374, 1083, 949, 315, 27...	Like all physical activities, weightlifting requires healthy and nutritious food and proper timing. However, weightlifting is also part of the bulking process, where you consume more calories to bulk up and build muscle. Still, the sole purpose of weightlifting isn’t only to bulk up, as you can lift weights for muscle ...	Like all physical activities, weightlifting requires healthy and nutritious food and proper timing. <think>Establishing the baseline: optimal performance relies on nutrition and timing.</think> However, weightlifting is also part of the bulking process, where you consume more calories to bulk up and build muscle. Still...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	6	1
426a60c2181943f993cfcfcc	train	9842e2c9322b2d2d9f66187015b75e0d2e2fe8e53470fbec40cea52c7fd5ac7f	[ 91, 785, 468, 3627, 220, 17, 15, 15, 15, 36257, 25, 14106, 28040, 7360, 5800, 14429, 31034, 7973, 198, 785, 15155, 369, 8241, 11668, 311, 2009, 553, 279, 10212, 323, 1008, 8549, 374, 537, 304, 10492, 13, 1634, 582, 3579, 279, 220, 1...	[ 91, 785, 468, 3627, 220, 17, 15, 15, 15, 36257, 25, 14106, 28040, 7360, 5800, 14429, 31034, 7973, 198, 785, 15155, 369, 8241, 11668, 311, 2009, 553, 279, 10212, 323, 1008, 8549, 374, 537, 304, 10492, 13, 220, 151667, 1986, 3772, 49629...	\|The EFA 2000 Assessment: Country Reports\| Part III Prospects The commitment for providing Education to All by the Government and other partners is not in doubt. As we face the 21st Century, the enhanced public wareness, the political will and dialogue would continue creating enabling environment for the achievement of...	\|The EFA 2000 Assessment: Country Reports\| Part III Prospects The commitment for providing Education to All by the Government and other partners is not in doubt. <think>This section outlines the strategic outlook and institutional commitments for achieving Education for All (EFA) goals in the 21st century.</think> As w...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	3	1
52ddf0ae488bb3c5e2b2df0f	train	8e690ee40111eb421eb19b62ea1fa7efc971491bbd513bcd56703e6241dd5a8c	[ 7981, 8682, 315, 422, 55056, 292, 323, 431, 13803, 26359, 525, 32930, 304, 279, 56565, 6493, 4903, 13, 20173, 686, 1795, 825, 315, 4743, 60712, 13918, 320, 35457, 67433, 11, 21159, 11434, 11, 36564, 2135, 11, 69648, 17520, 11, 11766, 11...	[ 7981, 8682, 315, 422, 55056, 292, 323, 431, 13803, 26359, 525, 32930, 304, 279, 56565, 6493, 4903, 13, 220, 151667, 68220, 287, 279, 32132, 12626, 311, 65151, 551, 279, 3151, 2025, 2606, 13, 151668, 20173, 686, 1795, 825, 315, 4743, 607...	Our schools of Dialectic and Rhetoric are structured in the Collegiate Model. Students will follow one of six diploma tracks (Advanced Classical, Advanced Language, Homeschool, Performing Arts, Standard, and STEM Diplomas) with classes that meet on Monday/Wednesday, Tuesday/Thursday and Friday. Full-Time and Part-Time ...	Our schools of Dialectic and Rhetoric are structured in the Collegiate Model. <think>Establishing the institutional framework to contextualize the specific program options.</think> Students will follow one of six diploma tracks (Advanced Classical, Advanced Language, Homeschool, Performing Arts, Standard, and STEM Dipl...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	5	1
4b5bc268fe83bfe3d7692b0c	train	97468631dec999ff7f343bb1714d66dc3fe26a068b44909341cd3ed585b96ce4	[ 22812, 9826, 657, 305, 724, 11136, 3887, 3786, 304, 264, 47816, 3753, 11, 57883, 773, 429, 279, 8785, 7337, 646, 6530, 862, 18805, 2041, 3432, 311, 5821, 1753, 13, 1597, 448, 894, 1741, 18770, 11, 1052, 525, 2677, 39191, 3341, 13, 758...	[ 22812, 9826, 657, 305, 724, 11136, 3887, 3786, 304, 264, 47816, 3753, 11, 57883, 773, 429, 279, 8785, 7337, 646, 6530, 862, 18805, 2041, 3432, 311, 5821, 1753, 13, 220, 151667, 68220, 287, 279, 12785, 2266, 25, 15024, 20118, 279, 11721,...	Domesticated hens typically live together in a hen house, centralized so that the farm workers can collect their eggs without having to travel much. And with any such innovation, there are always downsides. In this case, though, there’s an unexpected one: for some reason, domesticated hens are prone to cannibalism, att...	Domesticated hens typically live together in a hen house, centralized so that the farm workers can collect their eggs without having to travel much. <think>Establishing the industrial context: efficiency drives the housing design.</think> And with any such innovation, there are always downsides. In this case, though, t...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	6	1
09325a72f96a5beab5cbe311	train	ba02d76293e3e6e7635aa7abc11684e592ae440e68735ba1fe55463f66a5030b	[ 32, 2048, 268, 588, 31430, 374, 1483, 369, 25902, 279, 6396, 315, 1882, 3687, 504, 825, 3728, 311, 2441, 13, 1084, 374, 458, 24394, 1448, 4737, 44883, 31430, 429, 646, 2484, 389, 476, 9311, 1007, 6396, 323, 646, 387, 1483, 311, 2524, ...	[ 32, 2048, 268, 588, 31430, 374, 1483, 369, 25902, 279, 6396, 315, 1882, 3687, 504, 825, 3728, 311, 2441, 13, 220, 151667, 1986, 38919, 279, 15811, 729, 315, 279, 3671, 25, 8699, 476, 27498, 6396, 2524, 13, 151668, 1084, 374, 458, 2439...	A solenoid valve is used for controlling the flow of process media from one location to another. It is an electro-mechanical valve that can turn on or shut off flow and can be used to control the flow of steam, air, water, oil or other processes. A solenoid valve can be use alone or in tandem with other valves. One or ...	A solenoid valve is used for controlling the flow of process media from one location to another. <think>This introduces the fundamental function of the device: remote or automated flow control.</think> It is an electro-mechanical valve that can turn on or shut off flow and can be used to control the flow of steam, air,...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	4	1
558e6fb818f235067bd60aa3	train	a07e00111cbc280e3c4722e5bf5b6e6332e5293cc2c0441c55431ccae3857a45	[ 7661, 1558, 537, 14312, 6144, 803, 13, 1096, 374, 279, 20792, 825, 7586, 979, 16046, 269, 730, 559, 1194, 14758, 806, 2070, 315, 3412, 13, 1036, 40, 1513, 1405, 990, 279, 4647, 2409, 821, 33404, 2419, 730, 559, 1194, 14758, 13, 4398, ...	[ 7661, 1558, 537, 14312, 6144, 803, 13, 220, 151667, 1072, 59537, 279, 6200, 51213, 25, 821, 8123, 6165, 13, 46635, 897, 13, 151668, 1096, 374, 279, 20792, 825, 7586, 979, 16046, 269, 730, 559, 1194, 14758, 806, 2070, 315, 3412, 13, 10...	More does not necessarily equal more. This is the impression one forms when Gregor Kastner explains his field of research. “I don’t use the term big data lightly,” Kastner explains. More data does not always make us smarter; it depends on the question one needs answered. “If I keep the question simple, more data makes ...	More does not necessarily equal more. <think>Introducing the core paradox: data volume vs. informational value.</think> This is the impression one forms when Gregor Kastner explains his field of research. “I don’t use the term big data lightly,” Kastner explains. More data does not always make us smarter; it depends on...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	5	1
1a6c6305fea3496c095ac354	train	1d54af7dfcbbce42c7f75169a3ca720ef098b5b1e2bd113eea6a27172673cc89	[ 58452, 9965, 44334, 14, 18902, 220, 23, 14, 32227, 220, 16, 23, 22, 21, 14, 8724, 7800, 323, 72371, 198, 91, 64462, 45319, 3567, 10584, 5757, 1637, 7092, 13, 7360, 13880, 2244, 572, 279, 10173, 315, 429, 2906, 315, 29918, 892, 18401, ...	[ 58452, 9965, 44334, 14, 18902, 220, 23, 14, 32227, 220, 16, 23, 22, 21, 14, 8724, 7800, 323, 72371, 198, 91, 64462, 45319, 3567, 10584, 5757, 1637, 7092, 13, 7360, 151667, 785, 1467, 38919, 264, 13656, 11004, 304, 29918, 1948, 37869, ...	Popular Science Monthly/Volume 8/January 1876/Instinct and Acquisition \|INSTINCT AND ACQUISITION.\| SO great was the influence of that school of psychology which maintained that we and all other animals had to acquire in the course of our individual lives all the knowledge and skill necessary for our preservation, that ...	Popular Science Monthly/Volume 8/January 1876/Instinct and Acquisition \|INSTINCT AND ACQUISITION.\| <think>The text introduces a historical debate in psychology between empiricism (learning through experience) and nativism (instinct).</think> SO great was the influence of that school of psychology which maintained that ...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	4	1
34f95f1fb61db47981730c12	train	3ba398fd48d3ba94ce481a1590716254db5a560c3063399314076bbee1ef65ad	[ 40, 646, 944, 1477, 279, 4024, 2530, 11, 714, 4325, 3055, 1053, 429, 264, 4128, 374, 1101, 264, 42279, 448, 1181, 1828, 13390, 13, 8853, 847, 4231, 614, 1030, 311, 633, 1483, 311, 419, 11, 1128, 448, 279, 52740, 315, 501, 5837, 2474...	[ 40, 646, 944, 1477, 279, 4024, 2530, 11, 714, 4325, 3055, 1053, 429, 264, 4128, 374, 1101, 264, 42279, 448, 1181, 1828, 13390, 13, 220, 151667, 1986, 12641, 21314, 279, 4948, 6993, 315, 64667, 23850, 11, 6243, 279, 6430, 369, 264, 102...	I can't find the original source, but someone once said that a language is just a dialect with its own army. People my age have had to get used to this, what with the proliferation of new countries since 1990. Europe now has fifty sovereign states, which is why the Euro 2012 football championship takes two years to get...	I can't find the original source, but someone once said that a language is just a dialect with its own army. <think>This quote highlights the political nature of linguistic classification, setting the stage for a discussion on post-Soviet and post-Yugoslav fragmentation.</think> People my age have had to get used to th...	qwen3.6-35b-a3b-mlx-int6-mlx	mlx	paper_interleaved_thinking_v1	384	768	5	1

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Qwen3 0.6B Interleaved Thinking Data

This dataset contains 8,704 pretraining-style text chunks augmented with short interleaved teacher thoughts. It was built for the blog post Self-Improving Pretraining as a Substrate for Agentic Post-Training.

The dataset turns ordinary pretraining text into the supervised stage of a thinking mid-training pipeline. A teacher inserts short local thoughts into raw FineWeb-Edu chunks while preserving the original text. The student then learns the interface: where thoughts appear, what they look like, and how they connect to nearby text.

This is not an instruction dataset. It is a small research artifact for studying whether a base model can learn an interleaved thought interface before RL mid-training rewards thought-conditioned suffix prediction.

train.jsonl: 8,192 rows
validation.jsonl: 512 rows
DATA_AUDIT.md: local audit summary and caveats

Each row contains:

raw_text: original text chunk
augmented_text: original text with <think>...</think> spans interleaved
raw_chunk_ids: token ids for the raw chunk
interleaved_thinking_ids: token ids for the augmented chunk
split, id, source_sha, teacher_model, teacher_backend, prompt_kind

Dataset Role In The Training Lifecycle

The associated experiment treats the same kind of pretraining chunks as a sequence of training environments:

A prefix-suffix continuation-quality task for self-improving continued pretraining.
An interleaved-thinking SFT task using this dataset.
An RLMT task where the model generates a thought, predicts the suffix, and receives reward from a judge comparing the predicted suffix to the true suffix.

This dataset is the SFT bridge between continued pretraining and RLMT. It installs the thought format. It does not by itself prove that thoughts are useful; that was tested separately with reward-gate evaluation and a causal thought-use probe.

Generation Setup

Base corpus source: FineWeb-Edu sample/10BT
Teacher: qwen3.6-35b-a3b-mlx-int6-mlx
Prompt kind: paper_interleaved_thinking_v1
Chunk tokens: 384
Max augmented tokens: 768
Average thoughts per row: 4.39
Median thought span length: 14 words

Audit Notes

The audit found no malformed rows, no unexpected action tags after normalization, and no empty thought spans. Preservation was strong at corpus scale, with average raw word coverage of 0.99979.

Known caveat: 66 rows were flagged by strict preservation checks. Treat this as a research artifact for small-scale experimentation rather than a production training corpus.

Intended Use

This dataset is intended for research on:

interleaved thinking mid-training
synthetic reasoning traces inside pretraining-style text
small-scale SFT/RLMT experiments
causal probes of whether thoughts affect continuation behavior
lifecycle experiments where behavior shaping happens before agentic post-training

It is not intended as a general instruction dataset or safety-aligned assistant dataset.

Claim Boundaries

The dataset supports studying an interface, not making broad claims about reasoning. In the associated experiment, SFT lowered thought-token NLL and taught the model to reproduce the interleaved format. The later RLMT and thought-use probes tested whether that interface became rewardable and behaviorally causal.

The released rows are useful for small-scale research and reproduction of the blog results. They should not be treated as a broad, production-grade reasoning corpus.