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completion_tokens
int64
118
2.96k
content_chars
int64
281
8.98k
content_sha256
stringlengths
64
64
correct
bool
2 classes
errored
bool
1 class
final_answer_sha256
stringlengths
64
64
id
stringlengths
7
10
thinking_tokens_estimate
int64
45
2.18k
truncated
bool
1 class
wall_s
float64
2.36
64.4
455
1,005
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false
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gsm8k_5
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false
8.55
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true
false
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gsm8k_7
289
false
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724
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true
false
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gsm8k_9
109
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false
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gsm8k_11
111
false
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gsm8k_12
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gsm8k_13
200
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true
false
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gsm8k_18
117
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gsm8k_21
120
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5f9c4ab08cac7457e9111a30e4664920607ea2c115a1433d7be98e97e64244ca
gsm8k_24
93
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true
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gsm8k_28
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gsm8k_31
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gsm8k_35
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gsm8k_40
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gsm8k_41
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gsm8k_44
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gsm8k_49
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gsm8k_50
97
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gsm8k_51
88
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true
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gsm8k_52
102
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gsm8k_54
231
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gsm8k_55
63
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gsm8k_58
107
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6.35
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true
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gsm8k_61
197
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true
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gsm8k_64
109
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6.32
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true
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gsm8k_65
144
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5.32
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1,030
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true
false
f492942d2a709e578dd85e6a0dd650a8fdb4f2a90ff9fbb292010e9b2175b23c
gsm8k_70
163
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7.65
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true
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9556b82499cc0aaf86aee7f0d253e17c61b7ef73d48a295f37d98f08b04ffa7f
gsm8k_73
159
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7.5
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true
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gsm8k_78
123
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6.73
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539
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true
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fc71f2d6d38dbfc752ecaf2262916dc8ad99a34243d47b34691f9f8a3afaeffd
gsm8k_82
104
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4.29
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398
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true
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284b7e6d788f363f910f7beb1910473e23ce9d6c871f1ce0f31f22a982d48ad4
gsm8k_83
72
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3.15
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518
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gsm8k_88
72
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4.9
232
658
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true
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gsm8k_90
97
false
5.03
175
449
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true
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gsm8k_91
65
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3.51
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gsm8k_93
629
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true
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gsm8k_96
61
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2.75
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true
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6b51d431df5d7f141cbececcf79edf3dd861c3b4069f0b11661a3eefacbba918
gsm8k_97
130
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gsm8k_104
98
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gsm8k_107
187
false
8.74
406
1,099
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true
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gsm8k_108
174
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8.12
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gsm8k_109
102
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5.14
280
770
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gsm8k_110
132
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364
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gsm8k_111
162
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gsm8k_112
150
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gsm8k_113
66
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gsm8k_114
189
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gsm8k_116
131
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gsm8k_117
72
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gsm8k_118
114
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gsm8k_121
96
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gsm8k_125
191
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gsm8k_126
52
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gsm8k_131
48
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gsm8k_132
114
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gsm8k_133
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gsm8k_135
248
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gsm8k_139
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gsm8k_142
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gsm8k_143
171
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43e8852bef636588d357c96ae642844aa7425d8fb73445cc4f017dbd6f5ab6e3
gsm8k_146
94
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gsm8k_147
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gsm8k_153
304
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324
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1c6c0bb2c7ecdc3be8e134f79b9de45155258c1f554ae7542dce48f5cc8d63f0
gsm8k_154
162
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365
860
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gsm8k_155
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gsm8k_161
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gsm8k_162
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gsm8k_163
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gsm8k_170
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gsm8k_171
66
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gsm8k_172
257
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595
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deeeb5df3f2cee6bf4e597a8a3a878a6ce49b932b9e90b416922d4499f54fae6
gsm8k_177
202
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534
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gsm8k_178
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true
false
624b60c58c9d8bfb6ff1886c2fd605d2adeb6ea4da576068201b6c6958ce93f4
gsm8k_185
52
false
2.51
554
1,496
40a7875d7126481c466d16ed6d7a7563c1028a5cbe5ae5729d7f75e7d54919c8
true
false
ef2d127de37b942baad06145e54b0c619a1f22327b2ebbcfbec78f5564afe39d
gsm8k_186
250
false
11.09
949
2,528
65a5bcce0996b9c1965a7e21936c8a97e9526043f1d313e5a78390234503ebce
false
false
2dd0d8bed75bc9b5f08299fd8703923076ab9ac94bf94de64274fc99e4873ca0
gsm8k_187
468
false
18.57
268
518
eb72d572b11d6a954dd4dc381468e2b0fad96660e6308d21f9004585d7796ca4
true
false
86e50149658661312a9e0b35558d84f6c6d3da797f552a9657fe0558ca40cdef
gsm8k_189
74
false
5.22
262
826
8a7f96bb9231fe1289456c7ba88cf1cd9d9dc3a9cd8c97058552d1795647abe9
true
false
ef2d127de37b942baad06145e54b0c619a1f22327b2ebbcfbec78f5564afe39d
gsm8k_191
157
false
5.46
384
928
4de9f90625af85dac99f510e029bddec00f4b7a3a83c1437ea2ede3362924040
true
false
1da51b8d8ff98f6a48f80ae79fe3ca6c26e1abb7b7d125259255d6d2b875ea08
gsm8k_192
150
false
7.31
159
441
ca9431224ed0a6d9e42b33ada0210b106e7c259dea6d5d54cbbe6aeb85dc39d2
true
false
4a44dc15364204a80fe80e9039455cc1608281820fe2b24f1e5233ade6af1dd5
gsm8k_194
68
false
3.09
165
531
ec17c53e3cdb2ec36e5a74e6e37ef31ca41eb65a39bc290520a554a0a7544345
true
false
2abaca4911e68fa9bfbf3482ee797fd5b9045b841fdff7253557c5fe15de6477
gsm8k_196
72
false
3.21
447
1,181
e465669609ce52c3ecccba7b7c5cb28a3101ae395c1324cb9e31dbe35b9000f7
true
false
88820462180e5c893eff2ed73f4ec33e205d1cd5acc4d17fa7b2bca2495d3448
gsm8k_198
209
false
7.87
314
931
1b0e7db480edce32ac900ce8f7e1840258b65c536d71eb799d3df3e2785c71f6
true
false
04d901cdcc744547648b1942b9ecb2ad2b6a4af2a98be503d39cacd3e88da431
gsm8k_199
137
false
6.01
189
585
e5f2b640c776bda0798d48a22687502b688e7d4864a6682a6b8570b2ca069ced
true
false
ad57366865126e55649ecb23ae1d48887544976efea46a48eb5d85a6eeb4d306
gsm8k_202
97
false
3.76
452
1,320
87d152d69f76db4a17088236ee47e07ba6a6ec8b897a73f9c1885d338363bdbf
true
false
eb1e33e8a81b697b75855af6bfcdbcbf7cbbde9f94962ceaec1ed8af21f5a50f
gsm8k_203
235
false
8.81
266
589
af74048cd06554c60734ca9455a4abdd9e2359bdd67da83122d4144235290050
true
false
02f99d2002c703f1669e358989f1663e1e38e96297dcb3bb70fb67b0d74fb877
gsm8k_206
105
false
5.01
280
693
38e037ba9b3c0ccaa5013f2b78f0887496b702ae530511824c86af768e470b23
true
false
3a0e14026c6b1d6b4cae899e451e9ebcbd9646c44a956440f2227b2212447be6
gsm8k_207
92
false
5.36
182
529
5cf1de52f818d3e604cff1317e36900192cfa3e41f5bffaf1d4146f4fda3e3d1
true
false
f74efabef12ea619e30b79bddef89cffa9dda494761681ca862cff2871a85980
gsm8k_208
70
false
3.8
416
1,074
ef30f461d248f87e6c3d058df9191723488b920772bcde308cdca5a5d7ec62dd
true
false
be47addbcb8f60566a3d7fd5a36f8195798e2848b368195d9a5d20e007c59a0c
gsm8k_209
175
false
7.57
399
970
cc32ed5eed728d4972d8694dbf9c5a14e5fc564de5c5fccb652a9ccead0aefb2
true
false
4b227777d4dd1fc61c6f884f48641d02b4d121d3fd328cb08b5531fcacdabf8a
gsm8k_211
171
false
7.32
264
550
e829297a2b4abda6697206110dbdee97abf7985faafbc240ccb8c07850decf4a
true
false
1e472b39b105d349bcd069c4a711b44a2fffb8e274714bb07ecfff69a9a7f67b
gsm8k_213
93
false
4.82
206
476
ef0f742fb27faf5cec216f2500e673a26f78ca651598055e486888767e5c91ed
true
false
71ee45a3c0db9a9865f7313dd3372cf60dca6479d46261f3542eb9346e4a04d6
gsm8k_215
53
false
3.89
339
883
3b33c34d49897802e68637917fe998b161b69ae760df262d51ab47237242b74a
true
false
36790ecd55c2030dc553685bef719df653f413a20cdad1bfd1dc934c76686ddd
gsm8k_216
100
false
6.07
152
365
f49ffb100bc4afa3e0fe821424e8885b2d72856647148e67c0fa577bdf978100
true
false
7b69759630f869f2723875f873935fed29d2d12b10ef763c1c33b8e0004cb405
gsm8k_224
70
false
3.11
339
682
425849da961b66e3d7898c3b9f4b32d0c4ad189e990d5c398c953694923a8407
true
false
4cc019de7a747650855142af31a90fa652d0e00ee24e804acf171b4c82d675e9
gsm8k_227
76
false
5.71
222
705
a6e6a7158b1e964a72fe60b71a0337666f9a3f87005bcce50ce3bf84ef6b7a7b
true
false
6b86b273ff34fce19d6b804eff5a3f5747ada4eaa22f1d49c01e52ddb7875b4b
gsm8k_228
110
false
4.56
343
935
0ae9755b476b8f201c420539f43df8391cd7e5e493e170f2621c31c938a8e8fc
true
false
6f4b6612125fb3a0daecd2799dfd6c9c299424fd920f9b308110a2c1fbd8f443
gsm8k_229
135
false
6.52
433
746
ed64085c24633afcea8372e7316a2e8c93070504d432500046af7c08f3ec40ce
true
false
c888219730dfcf5659f00807047f65b275f97979555f9abe2f8624bacf67580d
gsm8k_230
123
false
7.08
163
518
09a9c9add78d193e9c8822c4eb6013be96aa8a0b0f0ac1028457c16a3f670559
true
false
1a6562590ef19d1045d06c4055742d38288e9e6dcd71ccde5cee80f1d5a774eb
gsm8k_231
78
false
2.95
152
454
1570e68d8455cde6b0cd17120c7d34d16184568aa1f34c7d2592c60f96fc9ba3
true
false
4a44dc15364204a80fe80e9039455cc1608281820fe2b24f1e5233ade6af1dd5
gsm8k_235
65
false
3.06
574
1,580
7599de7399d6a124d55b68c7604e4f2b527f8ff99a812ba7ba194c01e43f4a54
true
false
eb1e33e8a81b697b75855af6bfcdbcbf7cbbde9f94962ceaec1ed8af21f5a50f
gsm8k_236
347
false
11.5
204
494
e2db9a5c42e2c17a0aa7c960751f30750e8aa38974bd4d475853ac1868c2fa71
true
false
a21855da08cb102d1d217c53dc5824a3a795c1c1a44e971bf01ab9da3a2acbbf
gsm8k_238
81
false
3.62
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Self-Drafting Qwen3.8-27B at Two Bits: Speed, Energy, and Memory on a 12 GB Laptop GPU — result index

This dataset accompanies “Self-Drafting Qwen3.8-27B at Two Bits: Speed, Energy, and Memory on a 12 GB Laptop GPU.” The immutable tagged report and full artifact use the following versioned path:

https://github.com/matthematics1137/research-artifacts/tree/drafted-2bit-local-efficiency-v1.0.0/papers/2026-drafted-2bit-local-efficiency

The version-1.0.0 artifact is 10.5281/zenodo.22847652. The Hub copy is a discovery mirror; the versioned Zenodo archive is the artifact of record.

Data

Path Description Rights/provenance
data/items/EFF-<label>/<suite>.jsonl per-item outcomes of every campaign label: item ID, correctness, completion tokens, wall time, truncation, SHA-256 of the output text and of the parsed final answer original measurements, CC BY 4.0; no benchmark or response text
data/rows/ throughput, energy, GPU telemetry, VRAM, acceptance, profile, and per-comparison summary rows original measurements, CC BY 4.0
data/traces/ numeric statistics of the temperature-0 traces (E40, H38c) derived measurements, CC BY 4.0
data/logs/, data/hash_audit_2026-09-06.json, data/lab_quant_hashes.json, data/dataset_item_order.json VRAM log lines, artifact hash audit, lab-quant shard hashes, evaluation item order original records, CC BY 4.0
environment/ machine, engines, and exact upstream model-file identities original documentation; weights are not included

The five viewer configurations select copies of the hardening block's item-level files at the top of data/ (E47: drafted and undrafted on GSM8K-500 and MMLU-500, from data/items/EFF-h38a_*; E48: the 4-bit GGUF on the first 200 GSM8K-500 items, from data/items/EFF-h38b_q4kxl_mtp/). All other files are supporting data. Prompts, benchmark text, model responses, private paths, model weights, and engine source are excluded.

Question and headline result

The report measures self-drafting on one 12 GB RTX 4080 Laptop GPU at 80 W. EXL3 completion throughput rises from about 29 to 48.7–50.4 tokens/s on code/math and 35.7 on prose (E7). Sustained GPU-board efficiency is 0.559 for EXL3 and 0.577 tokens/J for GGUF (E25); one run per lane does not establish an energy ranking. Reducing four allocated slots to one saves 2,176 MiB (E28), and denser checkpoints reduce one edited-prompt latency from 10.1 to 5.0 s (E43). Drafting shows no measured accuracy decrease on 1,000 paired greedy items (E47), not equivalence. This is a frozen deployment benchmark with configuration changes, not a new decoding method or current optimum.

Verify

From this dataset or the full artifact:

python3 check_claims.py

It verifies every data file against data/EXPORT_MANIFEST.json and recomputes the abstract, conclusion, Table 1, Table 2, and hardening-block numbers. FULL_RERUN.md in the tagged artifact has the full inference instructions.

Upstream artifacts

  • turboderp/Qwen3.8-27B-exl3, branch SC_2.00bpw_H3 (revision d7e02d63dddd4e047a8d397acb22aeb2b0bedcec), Apache-2.0.
  • unsloth/Qwen3.8-27B-GGUF (revision 4ca720788d1e01f1bff70c033e0d0028fd02e502), Apache-2.0.
  • z-lab/Qwen3.8-27B-DFlash2-GGUF, Apache-2.0 (revision 2d9571f8ce46e151f61c6499c99dee6079e1d610).

Every filename, byte count, and SHA-256 is in environment/model_artifacts.json. This dataset claims no ownership of the weights.

Limitations

  • One model, one laptop GPU at 80 W, two engines; a loaded machine.
  • Temperature-1 suites of 20–200 items, single runs; larger greedy comparisons remain finite-sample evidence, not equivalence tests.
  • 2-bit against 4-bit is claimed only on GSM8K at n = 200.
  • EXL3-lane throughput was measured under a mixed CUDA library set (E7–E49).
  • Energy is GPU-board energy only.

Rights and citation

Measurement fields and documentation are CC BY 4.0; authored code is MIT. Benchmark and model terms differ, so the dataset uses Hugging Face's other label; consult LICENSE and THIRD_PARTY_NOTICES.md. Cite the report for scientific claims and the version DOI for frozen evidence.

AI assistance

Claude Code (Anthropic) operated experiments under the author's standing rules and pre-registrations; wrote engine patches, measurement tools and analysis scripts; drafted the experiment record, manuscript, claim ledger and bibliography; and prepared the artifact exporter and claim checker. Codex (OpenAI) reviewed the evidence and prose, checked primary-source literature and upstream status, revised the manuscript and companions, and checked the reading builds and artifact instructions. Matthew Schwartz directed the research and is responsible for its methods, results, interpretation, claims, citations, rights, and released artifacts.

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