Datasets:

ChrisMcCormick
/

math500-cot-deepseek-r1-1.5b

problem_idx int64 0 499	sample_idx int64 0 7	truncated bool 2 classes	max_tokens int64 1.79k 8.19k	run_id int64 0 6	token_hash float64 4,103,978B 18,433,422,055B	completion_token_ids listlengths 329 8.19k
47	0	false	2,048	0	14,890,251,470,936,906,000	[ 71486, 11, 773, 358, 614, 419, 729, 25, 17767, 282, 2075, 8, 284, 1124, 37018, 90, 17, 87, 15170, 87, 61, 17, 481, 220, 20, 87, 481, 220, 16, 19, 92, 1124, 568, 358, 1184, 311, 1477, 279, 12140, 96254, 6295, 11, 16202, 96254, 12...
424	0	false	2,048	5	5,918,208,244,570,998,000	[ 71486, 11, 773, 358, 614, 419, 3491, 1588, 25, 330, 785, 897, 315, 379, 34227, 64583, 974, 438, 279, 9334, 3704, 315, 856, 323, 979, 856, 28, 17, 19, 11, 379, 28, 16, 20, 13, 3555, 374, 856, 979, 379, 28, 18, 7521, 88190, 11, ...
313	1	false	2,560	5	2,238,373,809,956,417,300	[ 32313, 11, 773, 24927, 374, 389, 806, 650, 26165, 11, 323, 582, 1184, 311, 1477, 806, 4628, 304, 14924, 817, 2086, 13, 576, 13284, 702, 264, 10578, 315, 220, 24, 14924, 11, 323, 432, 3643, 220, 17, 92474, 1449, 220, 18, 6486, 13, ...
389	4	false	4,608	5	4,795,067,229,235,397,000	[ 32313, 11, 773, 358, 614, 419, 21495, 431, 784, 11, 323, 432, 594, 264, 1290, 21495, 1576, 1052, 594, 264, 1290, 9210, 518, 328, 13, 576, 1634, 1600, 417, 1272, 2038, 4933, 429, 1459, 350, 374, 518, 320, 15, 11, 15, 701, 328, 374,...
189	1	false	4,608	5	8,898,503,514,771,403,000	[ 32313, 11, 773, 358, 614, 419, 3491, 911, 264, 4017, 37535, 46756, 11, 323, 358, 1184, 311, 7071, 700, 279, 7192, 3084, 315, 33420, 429, 646, 387, 6781, 553, 24891, 1378, 63946, 11, 45828, 323, 12169, 11, 448, 264, 3175, 33420, 12200,...
28	6	false	4,608	5	3,040,101,046,079,194,000	[ 32313, 11, 773, 358, 614, 419, 3491, 1380, 358, 1184, 311, 16919, 279, 6351, 1372, 17767, 22, 488, 220, 17, 72, 57758, 553, 220, 24, 15, 12348, 5546, 54288, 4482, 2163, 279, 6238, 13, 88190, 11, 358, 6099, 429, 41396, 6351, 5109, 64...
399	6	false	2,560	5	17,487,123,711,594,502,000	[ 32313, 11, 773, 358, 614, 311, 912, 220, 18, 16, 18, 13, 24, 323, 220, 16, 17, 13, 21, 3786, 13, 88190, 11, 1077, 752, 1744, 911, 1246, 311, 653, 419, 13, 358, 6099, 429, 979, 7842, 58328, 11, 432, 594, 2989, 311, 1555, 705, 2...
47	4	false	2,048	5	3,775,398,571,802,124,300	[ 32313, 11, 773, 358, 1184, 311, 1477, 279, 12140, 96254, 6295, 323, 279, 16202, 96254, 1272, 315, 279, 729, 17767, 282, 2075, 8, 284, 1124, 37018, 90, 17, 87, 15170, 87, 61, 17, 481, 220, 20, 87, 481, 220, 16, 19, 92, 1124, 568, ...
414	3	false	2,048	5	4,210,627,801,141,914,000	[ 32313, 11, 773, 358, 614, 419, 23606, 311, 11625, 25, 17767, 18, 1124, 15136, 220, 20, 61, 17, 481, 220, 19, 7, 20, 481, 264, 29776, 17, 1124, 611, 220, 18, 284, 220, 21, 18, 59, 568, 88190, 11, 1077, 752, 1281, 2704, 358, 3535,...
496	2	false	4,864	5	7,826,471,322,952,267,000	[ 71486, 11, 773, 358, 614, 419, 3491, 1380, 1147, 374, 2661, 438, 220, 16, 488, 600, 11, 323, 289, 374, 4512, 438, 320, 18, 89, 488, 220, 16, 24254, 20, 89, 488, 220, 22, 568, 358, 1184, 311, 1477, 279, 74024, 315, 289, 11, 892, ...
42	5	false	2,048	5	8,022,446,033,980,460,000	[ 71486, 11, 773, 358, 614, 419, 31205, 311, 11625, 25, 481, 19, 366, 220, 17, 2075, 481, 220, 16, 8, 366, 220, 23, 13, 88190, 11, 16910, 13, 358, 6099, 429, 21828, 92234, 374, 4428, 311, 21828, 37906, 11, 714, 358, 614, 311, 387, ...
426	4	false	4,608	5	18,433,422,054,940,930,000	[ 32313, 11, 773, 358, 614, 419, 3491, 1588, 25, 362, 9334, 323, 458, 3232, 42939, 21495, 614, 6144, 817, 54236, 13, 576, 3082, 315, 279, 21495, 374, 220, 16, 21, 144336, 18, 9334, 2889, 54236, 13, 358, 1184, 311, 1477, 279, 3084, 315...
133	7	false	2,560	5	6,634,014,805,777,524,000	[ 32313, 11, 773, 358, 614, 419, 3491, 911, 264, 65930, 29136, 42939, 13, 6771, 752, 1430, 311, 7071, 432, 700, 3019, 553, 3019, 13, 5512, 11, 1077, 752, 1281, 2704, 358, 3535, 279, 3491, 12440, 382, 2132, 2727, 429, 304, 264, 65930, ...
298	6	false	4,608	5	12,849,719,497,661,050,000	[ 32313, 11, 773, 358, 614, 419, 3491, 1380, 358, 1184, 311, 12564, 279, 5312, 1985, 315, 1378, 22879, 25, 320, 17, 65, 481, 264, 8, 323, 320, 18, 66, 488, 264, 568, 576, 2661, 1995, 374, 279, 5312, 3871, 315, 264, 11, 293, 11, 32...
393	1	false	2,048	5	5,745,936,820,994,050,000	[ 32313, 11, 773, 358, 614, 419, 3491, 1380, 24893, 374, 21244, 264, 95268, 11, 323, 7607, 374, 21244, 264, 19507, 13, 11733, 525, 21244, 279, 1852, 5344, 11, 714, 807, 614, 2155, 31638, 13, 358, 1184, 311, 1477, 279, 11341, 315, 279, ...
260	6	false	4,608	5	488,826,408,724,233,000	[ 32313, 11, 773, 358, 614, 419, 3491, 1380, 358, 1184, 311, 1477, 279, 9210, 19360, 2661, 2326, 3501, 304, 3550, 25, 362, 284, 320, 16, 11, 481, 16, 16, 11, 220, 17, 701, 425, 284, 320, 18, 11, 481, 19, 11, 220, 16, 701, 323, 3...
175	6	false	4,864	5	4,315,056,211,152,018,000	[ 32313, 11, 773, 358, 614, 419, 3491, 1380, 358, 1184, 311, 1477, 279, 24632, 3204, 897, 315, 760, 76, 481, 308, 91, 2661, 429, 220, 18, 76, 488, 220, 19, 77, 284, 220, 16, 15, 15, 11, 1380, 296, 323, 308, 525, 25780, 13, 88190, ...
111	3	false	1,792	5	1,240,599,743,743,120,100	[ 32313, 11, 773, 4392, 13, 58750, 702, 264, 13142, 536, 448, 220, 22, 13007, 323, 220, 19, 7571, 13, 1260, 3880, 311, 3735, 220, 18, 13007, 323, 220, 17, 7571, 311, 2968, 264, 1874, 15496, 13, 576, 3405, 374, 10161, 1246, 1657, 5510,...
418	7	false	2,048	5	10,745,912,970,048,332,000	[ 32313, 11, 773, 358, 1184, 311, 1477, 279, 39143, 6010, 504, 279, 1459, 320, 21, 11, 220, 15, 8, 311, 279, 1555, 379, 284, 220, 17, 87, 481, 220, 17, 13, 88190, 11, 358, 6099, 429, 279, 39143, 6010, 504, 264, 1459, 311, 264, 155...
386	6	false	2,048	5	7,275,194,439,480,093,000	[ 32313, 11, 773, 358, 614, 419, 31205, 311, 11625, 25, 760, 87, 481, 220, 17, 91, 37294, 220, 20, 13, 21, 13, 88190, 11, 10740, 897, 92234, 646, 7025, 387, 264, 2699, 33453, 11, 714, 358, 6099, 807, 4009, 26552, 389, 279, 1372, 155...
16	2	false	4,864	5	11,956,826,350,966,344,000	[ 71486, 11, 773, 358, 614, 419, 6888, 3491, 1588, 25, 12564, 279, 2629, 17767, 16, 481, 220, 17, 488, 220, 18, 481, 220, 19, 488, 220, 20, 481, 220, 21, 488, 1124, 67816, 488, 220, 24, 24, 481, 220, 16, 15, 15, 59, 568, 88190, ...
449	7	false	2,048	5	408,228,996,640,959,200	[ 32313, 11, 773, 358, 1184, 311, 1477, 279, 897, 315, 220, 20, 6774, 220, 16, 1667, 279, 5666, 4512, 438, 264, 6774, 293, 16819, 220, 24, 64, 5519, 220, 17, 65, 27283, 668, 5519, 220, 20, 13, 88190, 11, 1077, 752, 1744, 911, 1246, ...
420	5	false	4,608	5	8,371,216,193,413,510,000	[ 32313, 11, 773, 358, 614, 419, 3491, 1588, 25, 358, 1184, 311, 1477, 279, 21615, 315, 4621, 3070, 64, 334, 8630, 4621, 3070, 65, 334, 13, 4196, 3070, 65, 334, 374, 2661, 438, 508, 17, 11, 220, 21, 11, 220, 18, 1125, 323, 279, 12...

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MATH-500 CoT completions (DeepSeek-R1-Distill-Qwen-1.5B)

Successful chain-of-thought completions for HuggingFaceH4/MATH-500 test problems, generated with deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B via vLLM.

Files

File	Description
`records.parquet`	Main dataset: correct completions as token IDs
`manifest.json`	Schema, tokenizer, run ids, decoding config
`problem_index.json`	`unique_id` → `problem_idx` in MATH-500 test
`subject_max_tokens.json`	Per-subject completion caps (main build)
`build_checkpoint.json`	Completed problem ids (500/500)
`generation_attempts.parquet`	Per-problem build/retry attempt summary
`generation_history_summary.json`	Rollup stats by phase, subject, and cap

Load a completion

import json
import pandas as pd
from datasets import load_dataset
from transformers import AutoTokenizer

records = pd.read_parquet("hf://datasets/ChrisMcCormick/math500-cot-deepseek-r1-1.5b/records.parquet")
manifest = json.loads(open("hf://datasets/ChrisMcCormick/math500-cot-deepseek-r1-1.5b/manifest.json").read())
rec = records.iloc[0]

math = load_dataset("HuggingFaceH4/MATH-500", split="test")
row = math[int(rec.problem_idx)]

tok = AutoTokenizer.from_pretrained(manifest["tokenizer"])
text = tok.decode(rec.completion_token_ids, skip_special_tokens=False)

Generation settings

8 samples per problem (temperature=0.6, top_p=0.95, seed=0)
Per-subject max_tokens caps (see subject_max_tokens.json)
Extended-cap retry pass for zero-CoT problems (see generation_history_summary.json)

Source code: grpo-arithmetic (branch_viz/math500_cot_dataset/).

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