DAILY RESEARCH REPORTBACK TO MASTER SHEET2026-04-12

— · 186 of 941 · 0 warnings
audit summary
{
  "date": "2026-04-12",
  "fatal": 0,
  "headline_metric": null,
  "raw_records": 941,
  "render_records": 186,
  "test_rows": 0,
  "warnings": 0
}
103 commits on 2026-04-12
  1. 4f285edc 05:03:27 parameter-golf-lab 12L GQA mixed-bit tower: bump to 16L — TTT on max depth model
  2. 4f285edc 05:03:27 sota_crawler 12L GQA mixed-bit tower: bump to 16L — TTT on max depth model
  3. 4f285edc 05:03:27 SOTA_FINAL 12L GQA mixed-bit tower: bump to 16L — TTT on max depth model
  4. 62923dd8 05:03:44 sota_nueral Record 12L_int6attn: 1.11312 BPB, better quant gap (0.023 vs 0.043)
  5. 3e8b608b 05:11:56 parameter-golf-lab 12L GQA mixed-bit tower 17L + 18L arms — pushing depth to the limit
  6. 3e8b608b 05:11:56 sota_crawler 12L GQA mixed-bit tower 17L + 18L arms — pushing depth to the limit
  7. 3e8b608b 05:11:56 SOTA_FINAL 12L GQA mixed-bit tower 17L + 18L arms — pushing depth to the limit
  8. 7045dd28 05:17:23 sota_nueral Record int6attn + int8all: depth beats quant quality
  9. a68ef77d 05:31:21 sota_nueral Record 16L: pre-quant plateaus at 1.1341, depth scaling ceiling found
  10. 486d07f7 05:35:15 parameter-golf-lab 12L GQA mixed-bit tower: back to 15L — plateau confirmed, 15L is the sweet spot
  11. 486d07f7 05:35:15 sota_crawler 12L GQA mixed-bit tower: back to 15L — plateau confirmed, 15L is the sweet spot
  12. 486d07f7 05:35:15 SOTA_FINAL 12L GQA mixed-bit tower: back to 15L — plateau confirmed, 15L is the sweet spot
  13. 6a5f79fe 05:50:12 parameter-golf-lab Fix TTT: log0 not defined at module scope, use print
  14. 6a5f79fe 05:50:12 sota_crawler Fix TTT: log0 not defined at module scope, use print
  15. 6a5f79fe 05:50:12 SOTA_FINAL Fix TTT: log0 not defined at module scope, use print
  16. ecc7ef19 06:17:54 sota_nueral 12L GQA mixed-bit tower: TTT runs but goes backwards (+0.021 BPB worse)
  17. 386829b6 06:26:14 parameter-golf-lab Fix TTT chunk size: 32768->262144 to match SP8192 update density on SP1024
  18. 386829b6 06:26:14 sota_crawler Fix TTT chunk size: 32768->262144 to match SP8192 update density on SP1024
  19. 386829b6 06:26:14 SOTA_FINAL Fix TTT chunk size: 32768->262144 to match SP8192 update density on SP1024
  20. 8b4b8b7e 06:48:07 parameter-golf-lab TTT lr 0.005->0.001: 36M params needs lower lr than winner's 26M
  21. 8b4b8b7e 06:48:07 sota_crawler TTT lr 0.005->0.001: 36M params needs lower lr than winner's 26M
  22. 8b4b8b7e 06:48:07 SOTA_FINAL TTT lr 0.005->0.001: 36M params needs lower lr than winner's 26M
  23. bc8e93a2 06:48:29 sota_nueral End of session: full depth sweep + TTT results recorded
  24. 0b1f3493 14:40:36 parameter-golf-lab 12L GQA mixed-bit tower: 15L + SP8192 vocab, zero code diff, env-only
  25. 0b1f3493 14:40:36 sota_crawler 12L GQA mixed-bit tower: 15L + SP8192 vocab, zero code diff, env-only
  26. 0b1f3493 14:40:36 SOTA_FINAL 12L GQA mixed-bit tower: 15L + SP8192 vocab, zero code diff, env-only
  27. eba241a1 14:46:18 parameter-golf-lab Pod setup: download both SP1024 and SP8192 datasets
  28. eba241a1 14:46:18 sota_crawler Pod setup: download both SP1024 and SP8192 datasets
  29. eba241a1 14:46:18 SOTA_FINAL Pod setup: download both SP1024 and SP8192 datasets
  30. d77c0228 14:52:56 parameter-golf-lab Fix variance ratio script: handle DG/standard model variants
  31. 41489b0b 20:57:00 sota_nueral Add 12L GQA mixed-bit tower 12L tuned-base leg
  32. bd752006 21:23:44 parameter-golf-lab Consolidate pod setup into Im_sorry script
  33. bd752006 21:23:44 sota_crawler Consolidate pod setup into Im_sorry script
  34. bd752006 21:23:44 SOTA_FINAL Consolidate pod setup into Im_sorry script
  35. 1a46abe1 21:26:36 parameter-golf-lab Fix FA3 runtime linking in pod setup
  36. 1a46abe1 21:26:36 sota_crawler Fix FA3 runtime linking in pod setup
  37. 1a46abe1 21:26:36 SOTA_FINAL Fix FA3 runtime linking in pod setup
  38. 059dd4b1 21:30:27 parameter-golf-lab Prefer local FA3 fallback in pod setup
  39. 059dd4b1 21:30:27 sota_crawler Prefer local FA3 fallback in pod setup
  40. 059dd4b1 21:30:27 SOTA_FINAL Prefer local FA3 fallback in pod setup
  41. 024f524b 21:50:48 parameter-golf-lab Restore 12L GQA mixed-bit tower cu124 pod setup parity
  42. 024f524b 21:50:48 sota_crawler Restore 12L GQA mixed-bit tower cu124 pod setup parity
  43. 024f524b 21:50:48 SOTA_FINAL Restore 12L GQA mixed-bit tower cu124 pod setup parity
  44. 36df2cc3 21:55:47 parameter-golf-lab Restore 12L GQA mixed-bit tower-era modern torch pod setup
  45. 36df2cc3 21:55:47 sota_crawler Restore 12L GQA mixed-bit tower-era modern torch pod setup
  46. 36df2cc3 21:55:47 SOTA_FINAL Restore 12L GQA mixed-bit tower-era modern torch pod setup
  47. e3673112 22:28:24 parameter-golf-lab Purge cu124 setup path from TEST_LAB
  48. e3673112 22:28:24 sota_crawler Purge cu124 setup path from TEST_LAB
  49. e3673112 22:28:24 SOTA_FINAL Purge cu124 setup path from TEST_LAB
  50. 49ca3279 22:34:02 parameter-golf-lab Harden 12L GQA mixed-bit tower pod setup verification
  51. 49ca3279 22:34:02 sota_crawler Harden 12L GQA mixed-bit tower pod setup verification
  52. 49ca3279 22:34:02 SOTA_FINAL Harden 12L GQA mixed-bit tower pod setup verification
  53. 028609c9 22:50:28 parameter-golf-lab Reorder FA3 attach path in pod setup
  54. 028609c9 22:50:28 sota_crawler Reorder FA3 attach path in pod setup
  55. 028609c9 22:50:28 SOTA_FINAL Reorder FA3 attach path in pod setup
  56. c6017dce 23:08:46 parameter-golf-lab Restore repo-local FA3 wheel fallback
  57. c6017dce 23:08:46 sota_crawler Restore repo-local FA3 wheel fallback
  58. c6017dce 23:08:46 SOTA_FINAL Restore repo-local FA3 wheel fallback
  59. 4e4af103 23:19:06 parameter-golf-lab Use real Hopper fast install in pod setup
  60. 4e4af103 23:19:06 sota_crawler Use real Hopper fast install in pod setup
  61. 4e4af103 23:19:06 SOTA_FINAL Use real Hopper fast install in pod setup
  62. 1281ad41 23:24:49 parameter-golf-lab Remove fake Hopper symlink fallback
  63. 1281ad41 23:24:49 sota_crawler Remove fake Hopper symlink fallback
  64. 1281ad41 23:24:49 SOTA_FINAL Remove fake Hopper symlink fallback
  65. c05ef92a 23:54:25 sota_crawler Initial isolated 12L GQA mixed-bit tower repo
  66. c05ef92a 23:54:25 SOTA_FINAL Initial isolated 12L GQA mixed-bit tower repo
  67. c01c053a 23:55:22 sota_crawler Add repo agent rules
  68. c01c053a 23:55:22 SOTA_FINAL Add repo agent rules
  69. b1486383 01:51:41 sota_crawler Enforce isolated leg workflow and evidence discipline
  70. b1486383 01:51:41 SOTA_FINAL Enforce isolated leg workflow and evidence discipline
  71. 4059da3c 02:39:29 parameter-golf-lab Add rhythm recurrence crawler rhythm submission pipeline
  72. d8c1e208 02:39:29 parameter-golf-lab Add rhythm recurrence crawler rhythm submission pipeline
  73. 4059da3c 02:39:29 sota_crawler Add rhythm recurrence crawler rhythm submission pipeline
  74. d8c1e208 02:39:29 sota_crawler Add rhythm recurrence crawler rhythm submission pipeline
  75. 4059da3c 02:39:29 SOTA_FINAL Add rhythm recurrence crawler rhythm submission pipeline
  76. d8c1e208 02:39:29 SOTA_FINAL Add rhythm recurrence crawler rhythm submission pipeline
  77. 4480b5f1 02:46:52 parameter-golf-lab Default rhythm recurrence runner to SP8192 vocab stack
  78. 25b88681 02:46:52 parameter-golf-lab Default rhythm recurrence runner to SP8192 vocab stack
  79. 4480b5f1 02:46:52 sota_crawler Default rhythm recurrence runner to SP8192 vocab stack
  80. 25b88681 02:46:52 sota_crawler Default rhythm recurrence runner to SP8192 vocab stack
  81. 4480b5f1 02:46:52 SOTA_FINAL Default rhythm recurrence runner to SP8192 vocab stack
  82. 25b88681 02:46:52 SOTA_FINAL Default rhythm recurrence runner to SP8192 vocab stack
  83. 057dfe66 03:20:24 sota_crawler restore pod bootstrap entrypoint and enforce SP8192/minifier deps
  84. 057dfe66 03:20:24 SOTA_FINAL restore pod bootstrap entrypoint and enforce SP8192/minifier deps
  85. 66844281 03:44:58 sota_crawler Add rhythm recurrence competition run script
  86. 66844281 03:44:58 SOTA_FINAL Add rhythm recurrence competition run script
  87. 9f5ebc56 04:01:56 parameter-golf-lab add 12L GQA mixed-bit tower III.V SP8192 submission leg
  88. f282e47d 04:04:12 sota_crawler Fix rhythm recurrence CrawlerGPT xsa_include_flat constructor arg
  89. 9178c7f9 04:04:12 sota_crawler Fix rhythm recurrence CrawlerGPT xsa_include_flat constructor arg
  90. f282e47d 04:04:12 SOTA_FINAL Fix rhythm recurrence CrawlerGPT xsa_include_flat constructor arg
  91. 9178c7f9 04:04:12 SOTA_FINAL Fix rhythm recurrence CrawlerGPT xsa_include_flat constructor arg
  92. 3630e444 04:04:43 sota_crawler add 12L GQA mixed-bit tower III.V SP8192 submission leg
  93. 3630e444 04:04:43 SOTA_FINAL add 12L GQA mixed-bit tower III.V SP8192 submission leg
  94. 0e6dff52 04:36:04 sota_crawler rhythm recurrence: default 4F and flat int8 export mode
  95. 758687aa 04:36:04 sota_crawler rhythm recurrence: default 4F and flat int8 export mode
  96. 0e6dff52 04:36:04 SOTA_FINAL rhythm recurrence: default 4F and flat int8 export mode
  97. 758687aa 04:36:04 SOTA_FINAL rhythm recurrence: default 4F and flat int8 export mode
  98. eca5e59e 04:38:47 sota_crawler rhythm recurrence: copy int8 artifact in competition runner
  99. 843bbd9f 04:38:47 sota_crawler rhythm recurrence: copy int8 artifact in competition runner
  100. eca5e59e 04:38:47 SOTA_FINAL rhythm recurrence: copy int8 artifact in competition runner
  101. 843bbd9f 04:38:47 SOTA_FINAL rhythm recurrence: copy int8 artifact in competition runner
  102. 60aa5563 04:43:58 sota_crawler add iii.v qattn6 isolated compression-relax leg
  103. 60aa5563 04:43:58 SOTA_FINAL add iii.v qattn6 isolated compression-relax leg
DATE2026-04-12
DAY026
PRIMARY METRIC—
TESTS RUN0 measured rows
ARCHITECTURE FAMILY—
CLASSIFICATION—

SECTION 1.0 — TRAJECTORY

NO HEADLINE METRIC (VAL_BPB / VAL_LOSS / KERNEL RATIO) RECORDED ON THIS DATE.

SECTION 2.0 — TEST RUNS

No tests with measured METRIC on this date.