DAILY RESEARCH REPORTBACK TO MASTER SHEET2026-03-31

val_bpb · 425 of 643 · 3 warnings
findings mentioning this date
| 2026-03-31 | 3 | 4 |
audit summary
{
  "date": "2026-03-31",
  "fatal": 0,
  "headline_metric": "val_bpb",
  "raw_records": 643,
  "render_records": 425,
  "test_rows": 4,
  "warnings": 3
}
374 commits on 2026-03-31
  1. ffa8b17b 05:05:46 parameter-golf-lab Enforce FA3 preflight and CUDA runtime path in final 11L GQA U-Net body launcher
  2. ffa8b17b 05:05:46 sota_crawler Enforce FA3 preflight and CUDA runtime path in final 11L GQA U-Net body launcher
  3. ffa8b17b 05:05:46 SOTA_FINAL Enforce FA3 preflight and CUDA runtime path in final 11L GQA U-Net body launcher
  4. 361114af 05:29:59 parameter-golf-lab BWCD results: 9,1,1+pyramid wins at -0.01193 vs pyramid alone
  5. 361114af 05:29:59 sota_crawler BWCD results: 9,1,1+pyramid wins at -0.01193 vs pyramid alone
  6. 361114af 05:29:59 SOTA_FINAL BWCD results: 9,1,1+pyramid wins at -0.01193 vs pyramid alone
  7. 3d229bcc 05:32:01 parameter-golf-lab BWCD complete: BWCD-03 (9,3,9) final — quant_gap +0.0062, worst of group
  8. 3d229bcc 05:32:01 sota_crawler BWCD complete: BWCD-03 (9,3,9) final — quant_gap +0.0062, worst of group
  9. 3d229bcc 05:32:01 SOTA_FINAL BWCD complete: BWCD-03 (9,3,9) final — quant_gap +0.0062, worst of group
  10. b8f371bb 05:39:18 parameter-golf-lab Add flat+crawler tap-off body: pyramid-512 + 9,1,1 battery production runner
  11. b8f371bb 05:39:18 sota_crawler Add flat+crawler tap-off body: pyramid-512 + 9,1,1 battery production runner
  12. b8f371bb 05:39:18 SOTA_FINAL Add flat+crawler tap-off body: pyramid-512 + 9,1,1 battery production runner
  13. 46fb4bd0 05:50:02 parameter-golf-lab 11L GQA U-Net body: record 2026-03-31 TTT sweep regression (seed 444)
  14. 46fb4bd0 05:50:02 sota_crawler 11L GQA U-Net body: record 2026-03-31 TTT sweep regression (seed 444)
  15. 46fb4bd0 05:50:02 SOTA_FINAL 11L GQA U-Net body: record 2026-03-31 TTT sweep regression (seed 444)
  16. f962265a 05:54:36 parameter-golf-lab Add flat+crawler tap-off body (BWE): per-loop output calibration ablation
  17. f962265a 05:54:36 sota_crawler Add flat+crawler tap-off body (BWE): per-loop output calibration ablation
  18. f962265a 05:54:36 SOTA_FINAL Add flat+crawler tap-off body (BWE): per-loop output calibration ablation
  19. f3cacec7 05:55:20 parameter-golf-lab Log Run C results: 1-shard pod with different val data — not directly comparable
  20. f3cacec7 05:55:20 sota_crawler Log Run C results: 1-shard pod with different val data — not directly comparable
  21. f3cacec7 05:55:20 SOTA_FINAL Log Run C results: 1-shard pod with different val data — not directly comparable
  22. 249f3ba2 05:58:03 parameter-golf-lab 11L GQA U-Net body: add 11L GQA U-Net body config copies
  23. 249f3ba2 05:58:03 sota_crawler 11L GQA U-Net body: add 11L GQA U-Net body config copies
  24. 249f3ba2 05:58:03 SOTA_FINAL 11L GQA U-Net body: add 11L GQA U-Net body config copies
  25. 352d7749 06:02:54 parameter-golf-lab crawler variant run.sh: clean competition runner with preflight guards
  26. 352d7749 06:02:54 sota_crawler crawler variant run.sh: clean competition runner with preflight guards
  27. 352d7749 06:02:54 SOTA_FINAL crawler variant run.sh: clean competition runner with preflight guards
  28. aeee4b46 06:17:37 parameter-golf-lab 11L GQA U-Net body: SOTA-exact race script — fix COPRIME_MAX_LOADED_SHARDS default to 1
  29. aeee4b46 06:17:37 sota_crawler 11L GQA U-Net body: SOTA-exact race script — fix COPRIME_MAX_LOADED_SHARDS default to 1
  30. aeee4b46 06:17:37 SOTA_FINAL 11L GQA U-Net body: SOTA-exact race script — fix COPRIME_MAX_LOADED_SHARDS default to 1
  31. b9fa53bf 06:28:26 parameter-golf-lab crawler variant seed=444: 1.20684 int6_sw_bpb, 10.07MB — pyramid-512 + 9,1,1 results
  32. b9fa53bf 06:28:26 sota_crawler crawler variant seed=444: 1.20684 int6_sw_bpb, 10.07MB — pyramid-512 + 9,1,1 results
  33. b9fa53bf 06:28:26 SOTA_FINAL crawler variant seed=444: 1.20684 int6_sw_bpb, 10.07MB — pyramid-512 + 9,1,1 results
  34. fa043060 06:30:16 parameter-golf-lab crawler variant run.sh: auto-save checkpoint after run
  35. fa043060 06:30:16 sota_crawler crawler variant run.sh: auto-save checkpoint after run
  36. fa043060 06:30:16 SOTA_FINAL crawler variant run.sh: auto-save checkpoint after run
  37. 17be7818 06:46:23 parameter-golf-lab Add flat+crawler tap-off body: 9,1,1 battery without pyramid choke
  38. 17be7818 06:46:23 sota_crawler Add flat+crawler tap-off body: 9,1,1 battery without pyramid choke
  39. 17be7818 06:46:23 SOTA_FINAL Add flat+crawler tap-off body: 9,1,1 battery without pyramid choke
  40. 8208f506 07:04:39 parameter-golf-lab crawler variant seed=444: 1.18731 int6_sw_bpb — beats Leg 3 SOTA with battery only
  41. 8208f506 07:04:39 sota_crawler crawler variant seed=444: 1.18731 int6_sw_bpb — beats Leg 3 SOTA with battery only
  42. 8208f506 07:04:39 SOTA_FINAL crawler variant seed=444: 1.18731 int6_sw_bpb — beats Leg 3 SOTA with battery only
  43. a80c8cc5 07:17:12 parameter-golf-lab crawler plus cubric n-gram stack cannon: log seed444 proxy results (TTT bust)
  44. a80c8cc5 07:17:12 sota_crawler crawler plus cubric n-gram stack cannon: log seed444 proxy results (TTT bust)
  45. a80c8cc5 07:17:12 SOTA_FINAL crawler plus cubric n-gram stack cannon: log seed444 proxy results (TTT bust)
  46. 926a2421 11:15:11 parameter-golf-lab Record: Split-LR + BigramHash(2816x160) + Full GPTQ + Brotli compression packaging compression packaging — val_bpb 1.1105 (3-seed mean)
  47. 926a2421 11:15:11 sota_crawler Record: Split-LR + BigramHash(2816x160) + Full GPTQ + Brotli compression packaging compression packaging — val_bpb 1.1105 (3-seed mean)
  48. 926a2421 11:15:11 SOTA_FINAL Record: Split-LR + BigramHash(2816x160) + Full GPTQ + Brotli compression packaging compression packaging — val_bpb 1.1105 (3-seed mean)
  49. 6772e6ae 11:17:41 parameter-golf-lab fix: clarify PR #1019 attribution (not our merged PR)
  50. 6772e6ae 11:17:41 sota_crawler fix: clarify PR #1019 attribution (not our merged PR)
  51. 6772e6ae 11:17:41 SOTA_FINAL fix: clarify PR #1019 attribution (not our merged PR)
  52. 1a2ba5d7 12:55:08 parameter-golf-lab Copy PR 1179 record trainer to repo root
  53. 1a2ba5d7 12:55:08 sota_crawler Copy PR 1179 record trainer to repo root
  54. 1a2ba5d7 12:55:08 SOTA_FINAL Copy PR 1179 record trainer to repo root
  55. d95a6379 13:18:50 parameter-golf-lab Decompress PR 1179 root trainer wrapper
  56. d95a6379 13:18:50 sota_crawler Decompress PR 1179 root trainer wrapper
  57. d95a6379 13:18:50 SOTA_FINAL Decompress PR 1179 root trainer wrapper
  58. 23e26fbe 14:25:42 parameter-golf-lab Port mixed quant to PR 1179 root trainer
  59. 23e26fbe 14:25:42 sota_crawler Port mixed quant to PR 1179 root trainer
  60. 23e26fbe 14:25:42 SOTA_FINAL Port mixed quant to PR 1179 root trainer
  61. 972dcf3a 15:46:49 parameter-golf-lab crawler variant: add gate_fullgraph.sh — Tier 1 COMPILE_FULLGRAPH=1 test
  62. 972dcf3a 15:46:49 sota_crawler crawler variant: add gate_fullgraph.sh — Tier 1 COMPILE_FULLGRAPH=1 test
  63. 972dcf3a 15:46:49 SOTA_FINAL crawler variant: add gate_fullgraph.sh — Tier 1 COMPILE_FULLGRAPH=1 test
  64. 872a159a 15:57:27 parameter-golf-lab crawler variant gate_fullgraph: fix broken ablation — revert TORCHDYNAMO_OPTIMIZE_DDP to 0
  65. 872a159a 15:57:27 sota_crawler crawler variant gate_fullgraph: fix broken ablation — revert TORCHDYNAMO_OPTIMIZE_DDP to 0
  66. 872a159a 15:57:27 SOTA_FINAL crawler variant gate_fullgraph: fix broken ablation — revert TORCHDYNAMO_OPTIMIZE_DDP to 0
  67. d4fc252f 16:06:54 parameter-golf-lab Add flat+crawler tap-off body: crawler variant + COMPILE_FULLGRAPH=1 (Tier 1 speed win)
  68. d4fc252f 16:06:54 sota_crawler Add flat+crawler tap-off body: crawler variant + COMPILE_FULLGRAPH=1 (Tier 1 speed win)
  69. d4fc252f 16:06:54 SOTA_FINAL Add flat+crawler tap-off body: crawler variant + COMPILE_FULLGRAPH=1 (Tier 1 speed win)
  70. 2571aa6d 16:13:42 parameter-golf-lab Port depth recurrence to PR 1179 root trainer
  71. 2571aa6d 16:13:42 sota_crawler Port depth recurrence to PR 1179 root trainer
  72. 2571aa6d 16:13:42 SOTA_FINAL Port depth recurrence to PR 1179 root trainer
  73. 1bcab0b4 16:15:04 parameter-golf-lab Add master progress checklist
  74. 1bcab0b4 16:15:04 sota_crawler Add master progress checklist
  75. 1bcab0b4 16:15:04 SOTA_FINAL Add master progress checklist
  76. 99b790dd 16:19:39 parameter-golf-lab Fix records/ train_gpt.py: replace placeholder with actual submission script
  77. 7f55f3d7 16:23:30 parameter-golf-lab crawler variant seed=444 results: 1.18672 int6_sw_bpb
  78. 7f55f3d7 16:23:30 sota_crawler crawler variant seed=444 results: 1.18672 int6_sw_bpb
  79. 7f55f3d7 16:23:30 SOTA_FINAL crawler variant seed=444 results: 1.18672 int6_sw_bpb
  80. 1486b6ae 16:28:49 parameter-golf-lab Log full untie depth recurrence result
  81. 1486b6ae 16:28:49 sota_crawler Log full untie depth recurrence result
  82. 1486b6ae 16:28:49 SOTA_FINAL Log full untie depth recurrence result
  83. c18ad765 16:52:23 parameter-golf-lab flat+crawler tap-off body: single GPU cannon gate on crawler variant base
  84. c18ad765 16:52:23 sota_crawler flat+crawler tap-off body: single GPU cannon gate on crawler variant base
  85. c18ad765 16:52:23 SOTA_FINAL flat+crawler tap-off body: single GPU cannon gate on crawler variant base
  86. 86af1f30 16:52:42 parameter-golf-lab Add QK_SLOT_Ablation: single-GPU cross-correlation harness
  87. 86af1f30 16:52:42 sota_crawler Add QK_SLOT_Ablation: single-GPU cross-correlation harness
  88. 86af1f30 16:52:42 SOTA_FINAL Add QK_SLOT_Ablation: single-GPU cross-correlation harness
  89. 0b511a36 16:58:12 parameter-golf-lab Lab cleanup: archive old BW experiments, add LAB_PROTOCOL.md
  90. 0b511a36 16:58:12 sota_crawler Lab cleanup: archive old BW experiments, add LAB_PROTOCOL.md
  91. 0b511a36 16:58:12 SOTA_FINAL Lab cleanup: archive old BW experiments, add LAB_PROTOCOL.md
  92. 25b18fa9 17:00:39 parameter-golf-lab crawler variant seed=300: 1.18758 — does not individually confirm
  93. 25b18fa9 17:00:39 sota_crawler crawler variant seed=300: 1.18758 — does not individually confirm
  94. 25b18fa9 17:00:39 SOTA_FINAL crawler variant seed=300: 1.18758 — does not individually confirm
  95. 6001a70b 17:49:00 parameter-golf-lab Add one-shot 8x quick AB runner for 11L GQA U-Net body GPTQ stream vs insta
  96. 6001a70b 17:49:00 sota_crawler Add one-shot 8x quick AB runner for 11L GQA U-Net body GPTQ stream vs insta
  97. 6001a70b 17:49:00 SOTA_FINAL Add one-shot 8x quick AB runner for 11L GQA U-Net body GPTQ stream vs insta
  98. ee004c95 17:51:47 parameter-golf-lab Make 8x quick AB runner self-contained with FA3 preflight and no rg dependency
  99. ee004c95 17:51:47 sota_crawler Make 8x quick AB runner self-contained with FA3 preflight and no rg dependency
  100. ee004c95 17:51:47 SOTA_FINAL Make 8x quick AB runner self-contained with FA3 preflight and no rg dependency
  101. 7b2e2800 18:04:23 parameter-golf-lab Lock 11L GQA U-Net body baseline launcher to record trainer and add one-shot baseline script
  102. 7b2e2800 18:04:23 sota_crawler Lock 11L GQA U-Net body baseline launcher to record trainer and add one-shot baseline script
  103. 7b2e2800 18:04:23 SOTA_FINAL Lock 11L GQA U-Net body baseline launcher to record trainer and add one-shot baseline script
  104. 2f151c1a 18:09:17 parameter-golf-lab flat+crawler tap-off body: cannon gate results — does not promote
  105. 2f151c1a 18:09:17 sota_crawler flat+crawler tap-off body: cannon gate results — does not promote
  106. 2f151c1a 18:09:17 SOTA_FINAL flat+crawler tap-off body: cannon gate results — does not promote
  107. c6caaad2 18:35:01 parameter-golf-lab Add one-shot cu124 baseline runner that reuses custom FA3 module
  108. c6caaad2 18:35:01 sota_crawler Add one-shot cu124 baseline runner that reuses custom FA3 module
  109. c6caaad2 18:35:01 SOTA_FINAL Add one-shot cu124 baseline runner that reuses custom FA3 module
  110. 9f982e04 18:36:56 parameter-golf-lab Make cu124+custom-FA3 runner auto-detect non-venv base python
  111. 9f982e04 18:36:56 sota_crawler Make cu124+custom-FA3 runner auto-detect non-venv base python
  112. 9f982e04 18:36:56 SOTA_FINAL Make cu124+custom-FA3 runner auto-detect non-venv base python
  113. e132ccdd 18:38:41 parameter-golf-lab Harden cu124 custom-FA3 runner with python-path and filesystem auto-discovery
  114. e132ccdd 18:38:41 sota_crawler Harden cu124 custom-FA3 runner with python-path and filesystem auto-discovery
  115. e132ccdd 18:38:41 SOTA_FINAL Harden cu124 custom-FA3 runner with python-path and filesystem auto-discovery
  116. d4f108b7 18:39:37 parameter-golf-lab Extend custom FA3 detection to conda env pythons and .so module files
  117. d4f108b7 18:39:37 sota_crawler Extend custom FA3 detection to conda env pythons and .so module files
  118. d4f108b7 18:39:37 SOTA_FINAL Extend custom FA3 detection to conda env pythons and .so module files
  119. 1b16d622 18:40:26 parameter-golf-lab Add --no-deps FA3 wheel fallback to cu124 baseline runner
  120. 1b16d622 18:40:26 sota_crawler Add --no-deps FA3 wheel fallback to cu124 baseline runner
  121. 1b16d622 18:40:26 SOTA_FINAL Add --no-deps FA3 wheel fallback to cu124 baseline runner
  122. 3f3fa943 18:40:30 parameter-golf-lab Add pyramid/cannon gate scripts — 1gpu + 8gpu for each hypothesis
  123. 3f3fa943 18:40:30 sota_crawler Add pyramid/cannon gate scripts — 1gpu + 8gpu for each hypothesis
  124. 3f3fa943 18:40:30 SOTA_FINAL Add pyramid/cannon gate scripts — 1gpu + 8gpu for each hypothesis
  125. f396059c 18:50:22 parameter-golf-lab Add QK_SLOT_Ablation STATUS.md — current position log
  126. f396059c 18:50:22 sota_crawler Add QK_SLOT_Ablation STATUS.md — current position log
  127. f396059c 18:50:22 SOTA_FINAL Add QK_SLOT_Ablation STATUS.md — current position log
  128. c61a16ac 18:58:29 parameter-golf-lab Fix gate scripts: stop swallowing output with command substitution
  129. c61a16ac 18:58:29 sota_crawler Fix gate scripts: stop swallowing output with command substitution
  130. c61a16ac 18:58:29 SOTA_FINAL Fix gate scripts: stop swallowing output with command substitution
  131. 73446afd 19:03:47 parameter-golf-lab Add sota_now.sh — clean single-file cu124 baseline runner
  132. 73446afd 19:03:47 sota_crawler Add sota_now.sh — clean single-file cu124 baseline runner
  133. 73446afd 19:03:47 SOTA_FINAL Add sota_now.sh — clean single-file cu124 baseline runner
  134. 3a1bdc1e 19:19:53 parameter-golf-lab Fix sota_now.sh to use real submission file; vault the correct source
  135. 3a1bdc1e 19:19:53 sota_crawler Fix sota_now.sh to use real submission file; vault the correct source
  136. 3a1bdc1e 19:19:53 SOTA_FINAL Fix sota_now.sh to use real submission file; vault the correct source
  137. 101fe210 19:22:17 parameter-golf-lab Prioritize shared params in GPTQ
  138. 101fe210 19:22:17 sota_crawler Prioritize shared params in GPTQ
  139. 101fe210 19:22:17 SOTA_FINAL Prioritize shared params in GPTQ
  140. 0e7c317c 19:23:52 parameter-golf-lab Relax CUDA check to 12.x — cu128 pod is valid
  141. 0e7c317c 19:23:52 sota_crawler Relax CUDA check to 12.x — cu128 pod is valid
  142. 0e7c317c 19:23:52 SOTA_FINAL Relax CUDA check to 12.x — cu128 pod is valid
  143. bbd4d8a8 19:36:41 parameter-golf-lab Fix pod_setup.sh: auto-detect WORKSPACE from script location
  144. bbd4d8a8 19:36:41 sota_crawler Fix pod_setup.sh: auto-detect WORKSPACE from script location
  145. bbd4d8a8 19:36:41 SOTA_FINAL Fix pod_setup.sh: auto-detect WORKSPACE from script location
  146. 47f450f3 19:40:24 parameter-golf-lab Fix inverted awk stack parity check in sota_now.sh
  147. 47f450f3 19:40:24 sota_crawler Fix inverted awk stack parity check in sota_now.sh
  148. 47f450f3 19:40:24 SOTA_FINAL Fix inverted awk stack parity check in sota_now.sh
  149. e5c909f0 19:43:17 parameter-golf-lab Fix submission train_gpt.py to vault-verified file (0ec1f462, 118521 bytes)
  150. 82c3d262 19:49:13 parameter-golf-lab Quarantine racecar lab confusion; fix records/ with vault file
  151. 82c3d262 19:49:13 sota_crawler Quarantine racecar lab confusion; fix records/ with vault file
  152. 82c3d262 19:49:13 SOTA_FINAL Quarantine racecar lab confusion; fix records/ with vault file
  153. fa91fda9 19:49:33 parameter-golf-lab Fix pod_setup.sh: dataset shard count crash under set -euo pipefail
  154. fa91fda9 19:49:33 sota_crawler Fix pod_setup.sh: dataset shard count crash under set -euo pipefail
  155. fa91fda9 19:49:33 SOTA_FINAL Fix pod_setup.sh: dataset shard count crash under set -euo pipefail
  156. 1d9edb82 20:03:05 parameter-golf-lab Add two-track lab structure: neural/ and crawler/
  157. 1d9edb82 20:03:05 sota_crawler Add two-track lab structure: neural/ and crawler/
  158. 1d9edb82 20:03:05 SOTA_FINAL Add two-track lab structure: neural/ and crawler/
  159. 525cd343 20:05:13 parameter-golf-lab BWVC 8GPU gate results: scalar cannon passes speed gate
  160. 525cd343 20:05:13 sota_crawler BWVC 8GPU gate results: scalar cannon passes speed gate
  161. 525cd343 20:05:13 SOTA_FINAL BWVC 8GPU gate results: scalar cannon passes speed gate
  162. 90475fc7 20:06:36 parameter-golf-lab Add RESULTS.md stub for flat+crawler tap-off body
  163. 90475fc7 20:06:36 sota_crawler Add RESULTS.md stub for flat+crawler tap-off body
  164. 90475fc7 20:06:36 SOTA_FINAL Add RESULTS.md stub for flat+crawler tap-off body
  165. 9e5fef20 20:29:06 parameter-golf-lab Junkyard: move all legacy/inactive dirs off root surface
  166. 9e5fef20 20:29:06 sota_crawler Junkyard: move all legacy/inactive dirs off root surface
  167. 9e5fef20 20:29:06 SOTA_FINAL Junkyard: move all legacy/inactive dirs off root surface
  168. c688b8b1 20:33:40 parameter-golf-lab Add folder-based CLAUDE.md agent protocols
  169. c688b8b1 20:33:40 sota_crawler Add folder-based CLAUDE.md agent protocols
  170. c688b8b1 20:33:40 SOTA_FINAL Add folder-based CLAUDE.md agent protocols
  171. 645857ba 20:39:01 parameter-golf-lab BWVP 1GPU gate results: pyramid STRONG PASS on quality
  172. 645857ba 20:39:01 sota_crawler BWVP 1GPU gate results: pyramid STRONG PASS on quality
  173. 645857ba 20:39:01 SOTA_FINAL BWVP 1GPU gate results: pyramid STRONG PASS on quality
  174. 2f4a7ed9 20:40:19 parameter-golf-lab Move active crawler variant gates into crawler/ track; fix train_gpt.py symlink
  175. 2f4a7ed9 20:40:19 sota_crawler Move active crawler variant gates into crawler/ track; fix train_gpt.py symlink
  176. 2f4a7ed9 20:40:19 SOTA_FINAL Move active crawler variant gates into crawler/ track; fix train_gpt.py symlink
  177. 5756670d 20:41:40 parameter-golf-lab Fix PyramidCannon gate_1gpu.sh usage comment path
  178. 5756670d 20:41:40 sota_crawler Fix PyramidCannon gate_1gpu.sh usage comment path
  179. 5756670d 20:41:40 SOTA_FINAL Fix PyramidCannon gate_1gpu.sh usage comment path
  180. 29caede4 20:46:38 parameter-golf-lab Add H→A→R cycle to protocol; scaffold all 3 files in new_leg.sh
  181. 29caede4 20:46:38 sota_crawler Add H→A→R cycle to protocol; scaffold all 3 files in new_leg.sh
  182. 29caede4 20:46:38 SOTA_FINAL Add H→A→R cycle to protocol; scaffold all 3 files in new_leg.sh
  183. c48e7590 20:50:08 parameter-golf-lab Add QK_GAIN_SLOT_Gate ablation experiment
  184. c48e7590 20:50:08 sota_crawler Add QK_GAIN_SLOT_Gate ablation experiment
  185. c48e7590 20:50:08 SOTA_FINAL Add QK_GAIN_SLOT_Gate ablation experiment
  186. 35f212e3 20:52:57 parameter-golf-lab Add per-track science boards + auto-stub in new_leg.sh
  187. 35f212e3 20:52:57 sota_crawler Add per-track science boards + auto-stub in new_leg.sh
  188. 35f212e3 20:52:57 SOTA_FINAL Add per-track science boards + auto-stub in new_leg.sh
  189. 006d1eef 21:05:50 parameter-golf-lab Add submissions/ PR zone — validate script, protocol, templates
  190. 006d1eef 21:05:50 sota_crawler Add submissions/ PR zone — validate script, protocol, templates
  191. 006d1eef 21:05:50 SOTA_FINAL Add submissions/ PR zone — validate script, protocol, templates
  192. 1ea09018 21:16:39 parameter-golf-lab Move pod_setup.sh to scripts/ — accessible from repo root
  193. 1ea09018 21:16:39 sota_crawler Move pod_setup.sh to scripts/ — accessible from repo root
  194. 1ea09018 21:16:39 SOTA_FINAL Move pod_setup.sh to scripts/ — accessible from repo root
  195. d9a7d196 21:18:05 parameter-golf-lab Somewhat working
  196. d9a7d196 21:18:05 sota_crawler Somewhat working
  197. d9a7d196 21:18:05 SOTA_FINAL Somewhat working
  198. 85d11b1d 21:20:10 parameter-golf-lab BWVPC 1GPU gate: pyramid+cannon PASSES
  199. 85d11b1d 21:20:10 sota_crawler BWVPC 1GPU gate: pyramid+cannon PASSES
  200. 85d11b1d 21:20:10 SOTA_FINAL BWVPC 1GPU gate: pyramid+cannon PASSES
  201. cecb7b10 21:20:49 parameter-golf-lab Fix smoke test threshold to scale with nproc
  202. cecb7b10 21:20:49 sota_crawler Fix smoke test threshold to scale with nproc
  203. cecb7b10 21:20:49 SOTA_FINAL Fix smoke test threshold to scale with nproc
  204. b20b82d0 21:21:53 parameter-golf-lab Fix gate_8gpu.sh: update path comment and step_avg pass criterion
  205. b20b82d0 21:21:53 sota_crawler Fix gate_8gpu.sh: update path comment and step_avg pass criterion
  206. b20b82d0 21:21:53 SOTA_FINAL Fix gate_8gpu.sh: update path comment and step_avg pass criterion
  207. 310d5d13 21:22:36 parameter-golf-lab Record smoke test result: 739ms/step is healthy on 1xH100
  208. 310d5d13 21:22:36 sota_crawler Record smoke test result: 739ms/step is healthy on 1xH100
  209. 310d5d13 21:22:36 SOTA_FINAL Record smoke test result: 739ms/step is healthy on 1xH100
  210. 2a2fe32c 21:36:17 parameter-golf-lab Log partitioned residual result
  211. 2a2fe32c 21:36:17 sota_crawler Log partitioned residual result
  212. 2a2fe32c 21:36:17 SOTA_FINAL Log partitioned residual result
  213. dfb84598 21:40:10 parameter-golf-lab BWVPC 8GPU gate: DOES NOT PROMOTE — pyramid+cannon fails
  214. dfb84598 21:40:10 sota_crawler BWVPC 8GPU gate: DOES NOT PROMOTE — pyramid+cannon fails
  215. dfb84598 21:40:10 SOTA_FINAL BWVPC 8GPU gate: DOES NOT PROMOTE — pyramid+cannon fails
  216. 60857e58 21:41:48 parameter-golf-lab Train wallclock log
  217. 60857e58 21:41:48 sota_crawler Train wallclock log
  218. 60857e58 21:41:48 SOTA_FINAL Train wallclock log
  219. 50517e36 21:45:55 parameter-golf-lab Update SCIENCE.md: close pyramid/cannon screw, reflect actual completed results
  220. 50517e36 21:45:55 sota_crawler Update SCIENCE.md: close pyramid/cannon screw, reflect actual completed results
  221. 50517e36 21:45:55 SOTA_FINAL Update SCIENCE.md: close pyramid/cannon screw, reflect actual completed results
  222. 79d13adc 21:56:58 parameter-golf-lab Two crawler legs: crawler variant full run + crawler variant gate
  223. 79d13adc 21:56:58 sota_crawler Two crawler legs: crawler variant full run + crawler variant gate
  224. 79d13adc 21:56:58 SOTA_FINAL Two crawler legs: crawler variant full run + crawler variant gate
  225. f8fba279 22:01:42 parameter-golf-lab Add crawler variant gate_8gpu.sh — 2000-step 8xH100 A/B gate
  226. f8fba279 22:01:42 sota_crawler Add crawler variant gate_8gpu.sh — 2000-step 8xH100 A/B gate
  227. f8fba279 22:01:42 SOTA_FINAL Add crawler variant gate_8gpu.sh — 2000-step 8xH100 A/B gate
  228. d28a2fbe 22:12:40 parameter-golf-lab Add PIPELINE.md — full ranked hypothesis queue, both tracks
  229. d28a2fbe 22:12:40 sota_crawler Add PIPELINE.md — full ranked hypothesis queue, both tracks
  230. d28a2fbe 22:12:40 SOTA_FINAL Add PIPELINE.md — full ranked hypothesis queue, both tracks
  231. c4ddf549 22:13:36 parameter-golf-lab crawler variant full run: DOES NOT PROMOTE — +0.00020 vs crawler variant at 600s/8034 steps
  232. c4ddf549 22:13:36 sota_crawler crawler variant full run: DOES NOT PROMOTE — +0.00020 vs crawler variant at 600s/8034 steps
  233. c4ddf549 22:13:36 SOTA_FINAL crawler variant full run: DOES NOT PROMOTE — +0.00020 vs crawler variant at 600s/8034 steps
  234. 0ebead64 22:17:16 parameter-golf-lab logging fix
  235. 0ebead64 22:17:16 sota_crawler logging fix
  236. 0ebead64 22:17:16 SOTA_FINAL logging fix
  237. 3c52f3a0 22:18:47 parameter-golf-lab Housekeeping: archive closed crawler legs, move QK_Gain_SLOT to neural track
  238. 3c52f3a0 22:18:47 sota_crawler Housekeeping: archive closed crawler legs, move QK_Gain_SLOT to neural track
  239. 3c52f3a0 22:18:47 SOTA_FINAL Housekeeping: archive closed crawler legs, move QK_Gain_SLOT to neural track
  240. e699814b 22:27:22 parameter-golf-lab crawler variant gate: null result — trigram neutral on crawler, −140KB size artifact
  241. e699814b 22:27:22 sota_crawler crawler variant gate: null result — trigram neutral on crawler, −140KB size artifact
  242. e699814b 22:27:22 SOTA_FINAL crawler variant gate: null result — trigram neutral on crawler, −140KB size artifact
  243. 12930581 22:27:26 parameter-golf-lab Archive crawler variant — null result, closed
  244. 12930581 22:27:26 sota_crawler Archive crawler variant — null result, closed
  245. 12930581 22:27:26 SOTA_FINAL Archive crawler variant — null result, closed
  246. 9f84d6c4 22:29:29 parameter-golf-lab Update PIPELINE.md: close cannon/skipgram, fix paths, update neural trigram note
  247. 9f84d6c4 22:29:29 sota_crawler Update PIPELINE.md: close cannon/skipgram, fix paths, update neural trigram note
  248. 9f84d6c4 22:29:29 SOTA_FINAL Update PIPELINE.md: close cannon/skipgram, fix paths, update neural trigram note
  249. ba322b08 22:39:24 parameter-golf-lab Fix SLOT backward crash + record run 1 results
  250. ba322b08 22:39:24 sota_crawler Fix SLOT backward crash + record run 1 results
  251. ba322b08 22:39:24 SOTA_FINAL Fix SLOT backward crash + record run 1 results
  252. 06b4c2da 22:52:59 parameter-golf-lab Add crawler variant MegaGate: 8-arm ablation on 4xGPU
  253. 06b4c2da 22:52:59 sota_crawler Add crawler variant MegaGate: 8-arm ablation on 4xGPU
  254. 06b4c2da 22:52:59 SOTA_FINAL Add crawler variant MegaGate: 8-arm ablation on 4xGPU
  255. 64992a00 23:00:57 parameter-golf-lab Add crawler variant MegaGate pod_setup.sh — fresh pod one-shot launcher
  256. 64992a00 23:00:57 sota_crawler Add crawler variant MegaGate pod_setup.sh — fresh pod one-shot launcher
  257. 64992a00 23:00:57 SOTA_FINAL Add crawler variant MegaGate pod_setup.sh — fresh pod one-shot launcher
  258. cc36ca60 23:03:14 parameter-golf-lab Relax flash_attn preflight in crawler variant MegaGate — warn not abort
  259. cc36ca60 23:03:14 sota_crawler Relax flash_attn preflight in crawler variant MegaGate — warn not abort
  260. cc36ca60 23:03:14 SOTA_FINAL Relax flash_attn preflight in crawler variant MegaGate — warn not abort
  261. 07521748 23:05:45 parameter-golf-lab Fix torchrun path: fallback to python3 -m torch.distributed.run
  262. 07521748 23:05:45 sota_crawler Fix torchrun path: fallback to python3 -m torch.distributed.run
  263. 07521748 23:05:45 SOTA_FINAL Fix torchrun path: fallback to python3 -m torch.distributed.run
  264. e5a01dc5 23:19:23 parameter-golf-lab First run in
  265. e5a01dc5 23:19:23 sota_crawler First run in
  266. e5a01dc5 23:19:23 SOTA_FINAL First run in
  267. 78cf56a3 23:34:56 parameter-golf-lab Parallel Residuals readme entry
  268. 78cf56a3 23:34:56 sota_crawler Parallel Residuals readme entry
  269. 78cf56a3 23:34:56 SOTA_FINAL Parallel Residuals readme entry
  270. f225709b 23:39:44 parameter-golf-lab Update neural/SCIENCE.md with competitive intelligence + hypothesis roadmap
  271. f225709b 23:39:44 sota_crawler Update neural/SCIENCE.md with competitive intelligence + hypothesis roadmap
  272. f225709b 23:39:44 SOTA_FINAL Update neural/SCIENCE.md with competitive intelligence + hypothesis roadmap
  273. e2867c24 23:45:28 parameter-golf-lab Add Arch+Sched Sweep: 6-case 4×GPU ablation (rope_32, bigram_4096, qat_{early,late}, swa_dense)
  274. e2867c24 23:45:28 sota_crawler Add Arch+Sched Sweep: 6-case 4×GPU ablation (rope_32, bigram_4096, qat_{early,late}, swa_dense)
  275. e2867c24 23:45:28 SOTA_FINAL Add Arch+Sched Sweep: 6-case 4×GPU ablation (rope_32, bigram_4096, qat_{early,late}, swa_dense)
  276. 963b440f 23:49:14 parameter-golf-lab Expand sweep to 9 cases: add gptq, bigram_3072, warmdown_4k
  277. 963b440f 23:49:14 sota_crawler Expand sweep to 9 cases: add gptq, bigram_3072, warmdown_4k
  278. 963b440f 23:49:14 SOTA_FINAL Expand sweep to 9 cases: add gptq, bigram_3072, warmdown_4k
  279. 1dc3a321 00:01:08 parameter-golf-lab Sweep: gptq case reuses baseline checkpoint (SKIP_TRAIN=1 + LOAD_CHECKPOINT)
  280. 1dc3a321 00:01:08 sota_crawler Sweep: gptq case reuses baseline checkpoint (SKIP_TRAIN=1 + LOAD_CHECKPOINT)
  281. 1dc3a321 00:01:08 SOTA_FINAL Sweep: gptq case reuses baseline checkpoint (SKIP_TRAIN=1 + LOAD_CHECKPOINT)
  282. 4c6ef069 00:09:52 parameter-golf-lab Add SLOT legality analysis to neural/SCIENCE.md
  283. 4c6ef069 00:09:52 sota_crawler Add SLOT legality analysis to neural/SCIENCE.md
  284. 4c6ef069 00:09:52 SOTA_FINAL Add SLOT legality analysis to neural/SCIENCE.md
  285. ad65f02c 00:20:54 parameter-golf-lab Update submission README and add seed logs
  286. ad65f02c 00:20:54 sota_crawler Update submission README and add seed logs
  287. ad65f02c 00:20:54 SOTA_FINAL Update submission README and add seed logs
  288. 479484a2 00:23:58 parameter-golf-lab Add crawler variant: shared encoder tap dim=32 — strongest MegaGate signal
  289. 479484a2 00:23:58 sota_crawler Add crawler variant: shared encoder tap dim=32 — strongest MegaGate signal
  290. 479484a2 00:23:58 SOTA_FINAL Add crawler variant: shared encoder tap dim=32 — strongest MegaGate signal
  291. b7c49315 00:24:09 parameter-golf-lab Update submission reproducibility notes
  292. b7c49315 00:24:09 sota_crawler Update submission reproducibility notes
  293. b7c49315 00:24:09 SOTA_FINAL Update submission reproducibility notes
  294. 18e14d38 00:39:33 parameter-golf-lab Add submission metadata for ParallelResiduals run
  295. 18e14d38 00:39:33 sota_crawler Add submission metadata for ParallelResiduals run
  296. 18e14d38 00:39:33 SOTA_FINAL Add submission metadata for ParallelResiduals run
  297. 7441f45a 00:42:41 parameter-golf-lab Clean root for submission branch
  298. 7441f45a 00:42:41 sota_crawler Clean root for submission branch
  299. 7441f45a 00:42:41 SOTA_FINAL Clean root for submission branch
  300. ae2f7b7f 00:45:33 parameter-golf-lab Restore root files for submission
  301. ae2f7b7f 00:45:33 sota_crawler Restore root files for submission
  302. ae2f7b7f 00:45:33 SOTA_FINAL Restore root files for submission
  303. 3a93e20e 01:23:14 parameter-golf-lab Add QK_Gain_SLOT_Legal: context-only SLOT (legal causality-safe variant)
  304. 3a93e20e 01:23:14 sota_crawler Add QK_Gain_SLOT_Legal: context-only SLOT (legal causality-safe variant)
  305. 3a93e20e 01:23:14 SOTA_FINAL Add QK_Gain_SLOT_Legal: context-only SLOT (legal causality-safe variant)
  306. ef750ced 01:23:24 parameter-golf-lab Add crawler variant gate + update SCIENCE.md with MegaGate results
  307. ef750ced 01:23:24 sota_crawler Add crawler variant gate + update SCIENCE.md with MegaGate results
  308. ef750ced 01:23:24 SOTA_FINAL Add crawler variant gate + update SCIENCE.md with MegaGate results
  309. 89a321e1 01:36:19 parameter-golf-lab Fix gate.sh: remove quotes from inline env var assignments
  310. 89a321e1 01:36:19 sota_crawler Fix gate.sh: remove quotes from inline env var assignments
  311. 89a321e1 01:36:19 SOTA_FINAL Fix gate.sh: remove quotes from inline env var assignments
  312. 75840c7f 01:44:25 parameter-golf-lab Add crawler variant — loop-aware GPTQ gate on crawler variant baseline
  313. 75840c7f 01:44:25 sota_crawler Add crawler variant — loop-aware GPTQ gate on crawler variant baseline
  314. 75840c7f 01:44:25 SOTA_FINAL Add crawler variant — loop-aware GPTQ gate on crawler variant baseline
  315. 33a81443 02:22:18 parameter-golf-lab Add gptq_full case: full training run with SKIP_GPTQ=0 (not post_only)
  316. 33a81443 02:22:18 sota_crawler Add gptq_full case: full training run with SKIP_GPTQ=0 (not post_only)
  317. 33a81443 02:22:18 SOTA_FINAL Add gptq_full case: full training run with SKIP_GPTQ=0 (not post_only)
  318. 52cd457d 02:28:37 parameter-golf-lab Log Arch+Sched sweep results (seed 444, 4×GPU): all 9 cases dead
  319. 52cd457d 02:28:37 sota_crawler Log Arch+Sched sweep results (seed 444, 4×GPU): all 9 cases dead
  320. 52cd457d 02:28:37 SOTA_FINAL Log Arch+Sched sweep results (seed 444, 4×GPU): all 9 cases dead
  321. c0ceacd8 02:44:58 parameter-golf-lab Add 11L GQA U-Net body leg: context-only Legal SLOT on 11L GQA U-Net body II base
  322. c0ceacd8 02:44:58 sota_crawler Add 11L GQA U-Net body leg: context-only Legal SLOT on 11L GQA U-Net body II base
  323. c0ceacd8 02:44:58 SOTA_FINAL Add 11L GQA U-Net body leg: context-only Legal SLOT on 11L GQA U-Net body II base
  324. b5e9e7c3 02:45:48 parameter-golf-lab Add crawler variant — 5F+1C depth revisit on crawler variant baseline
  325. b5e9e7c3 02:45:48 sota_crawler Add crawler variant — 5F+1C depth revisit on crawler variant baseline
  326. b5e9e7c3 02:45:48 SOTA_FINAL Add crawler variant — 5F+1C depth revisit on crawler variant baseline
  327. 93ef50ae 02:48:02 parameter-golf-lab 11L GQA U-Net body run.sh: minimal racer, exact SOTA env + SLOT_ENABLED=1
  328. 93ef50ae 02:48:02 sota_crawler 11L GQA U-Net body run.sh: minimal racer, exact SOTA env + SLOT_ENABLED=1
  329. 93ef50ae 02:48:02 SOTA_FINAL 11L GQA U-Net body run.sh: minimal racer, exact SOTA env + SLOT_ENABLED=1
  330. 5efb22ba 03:05:21 parameter-golf-lab crawler variant: gate PASS — −0.00486 int6_sw, step time clean
  331. 5efb22ba 03:05:21 sota_crawler crawler variant: gate PASS — −0.00486 int6_sw, step time clean
  332. 5efb22ba 03:05:21 SOTA_FINAL crawler variant: gate PASS — −0.00486 int6_sw, step time clean
  333. cb4f1c23 03:12:01 parameter-golf-lab crawler variant: add production run.sh (8×H100, 600s, LOOP_AWARE_GPTQ=1)
  334. cb4f1c23 03:12:01 sota_crawler crawler variant: add production run.sh (8×H100, 600s, LOOP_AWARE_GPTQ=1)
  335. cb4f1c23 03:12:01 SOTA_FINAL crawler variant: add production run.sh (8×H100, 600s, LOOP_AWARE_GPTQ=1)
  336. dd2e06ac 03:21:20 parameter-golf-lab crawler variant: add production run.sh (8×H100, 600s, NUM_FLAT_LAYERS=5)
  337. dd2e06ac 03:21:20 sota_crawler crawler variant: add production run.sh (8×H100, 600s, NUM_FLAT_LAYERS=5)
  338. dd2e06ac 03:21:20 SOTA_FINAL crawler variant: add production run.sh (8×H100, 600s, NUM_FLAT_LAYERS=5)
  339. 0e428cda 03:23:35 parameter-golf-lab Add 11L GQA U-Net body — 4-arm legal window strategy suite
  340. 0e428cda 03:23:35 sota_crawler Add 11L GQA U-Net body — 4-arm legal window strategy suite
  341. 0e428cda 03:23:35 SOTA_FINAL Add 11L GQA U-Net body — 4-arm legal window strategy suite
  342. 2338fee7 03:29:05 parameter-golf-lab crawler variant: full run PROMOTES — 1.18292670 BPB, new champion
  343. 2338fee7 03:29:05 sota_crawler crawler variant: full run PROMOTES — 1.18292670 BPB, new champion
  344. 2338fee7 03:29:05 SOTA_FINAL crawler variant: full run PROMOTES — 1.18292670 BPB, new champion
  345. a70185a3 03:39:22 parameter-golf-lab 11L GQA U-Net body: surgical SLOT via hook, no model class changes
  346. a70185a3 03:39:22 sota_crawler 11L GQA U-Net body: surgical SLOT via hook, no model class changes
  347. a70185a3 03:39:22 SOTA_FINAL 11L GQA U-Net body: surgical SLOT via hook, no model class changes
  348. ef2c9328 03:42:52 parameter-golf-lab crawler variant: full run PROMOTES — 1.17651313 BPB, new champion
  349. ef2c9328 03:42:52 sota_crawler crawler variant: full run PROMOTES — 1.17651313 BPB, new champion
  350. ef2c9328 03:42:52 SOTA_FINAL crawler variant: full run PROMOTES — 1.17651313 BPB, new champion
  351. 6c864c16 03:48:54 parameter-golf-lab Scaffold Crawler II submission — seed=444 pre-filled, seed=300 pending
  352. 6c864c16 03:48:54 sota_crawler Scaffold Crawler II submission — seed=444 pre-filled, seed=300 pending
  353. 6c864c16 03:48:54 SOTA_FINAL Scaffold Crawler II submission — seed=444 pre-filled, seed=300 pending
  354. 385d7042 04:02:59 parameter-golf-lab Rename submission: Crawler II → widened crawler bottleneck
  355. 385d7042 04:02:59 sota_crawler Rename submission: Crawler II → widened crawler bottleneck
  356. 385d7042 04:02:59 SOTA_FINAL Rename submission: Crawler II → widened crawler bottleneck
  357. 7b9a11b0 04:09:31 parameter-golf-lab widened crawler bottleneck: fill seed=300 results — 1.17490448 BPB, mean 1.1757
  358. 7b9a11b0 04:09:31 sota_crawler widened crawler bottleneck: fill seed=300 results — 1.17490448 BPB, mean 1.1757
  359. 7b9a11b0 04:09:31 SOTA_FINAL widened crawler bottleneck: fill seed=300 results — 1.17490448 BPB, mean 1.1757
  360. 6f8e0937 04:15:35 parameter-golf-lab widened crawler bottleneck: add seed logs; fix validate.sh set-e/arithmetic bug
  361. 6f8e0937 04:15:35 sota_crawler widened crawler bottleneck: add seed logs; fix validate.sh set-e/arithmetic bug
  362. 6f8e0937 04:15:35 SOTA_FINAL widened crawler bottleneck: add seed logs; fix validate.sh set-e/arithmetic bug
  363. bcd26f76 04:19:27 parameter-golf-lab widened crawler bottleneck: add seed=4 (1.17676091 BPB), update mean to 1.1761
  364. bcd26f76 04:19:27 sota_crawler widened crawler bottleneck: add seed=4 (1.17676091 BPB), update mean to 1.1761
  365. bcd26f76 04:19:27 SOTA_FINAL widened crawler bottleneck: add seed=4 (1.17676091 BPB), update mean to 1.1761
  366. e0b05ab6 04:28:14 parameter-golf-lab 11L GQA U-Net body: log both full runs — signal confirmed, size blocked
  367. e0b05ab6 04:28:14 sota_crawler 11L GQA U-Net body: log both full runs — signal confirmed, size blocked
  368. e0b05ab6 04:28:14 SOTA_FINAL 11L GQA U-Net body: log both full runs — signal confirmed, size blocked
  369. 9332369a 04:29:49 parameter-golf-lab 11L GQA U-Net body: enforce cu124 — reject cu128 at launch
  370. 9332369a 04:29:49 sota_crawler 11L GQA U-Net body: enforce cu124 — reject cu128 at launch
  371. 9332369a 04:29:49 SOTA_FINAL 11L GQA U-Net body: enforce cu124 — reject cu128 at launch
  372. 587534e0 04:54:40 parameter-golf-lab Enforce strict Neural SOTA stack parity on pod setup/run
  373. 587534e0 04:54:40 sota_crawler Enforce strict Neural SOTA stack parity on pod setup/run
  374. 587534e0 04:54:40 SOTA_FINAL Enforce strict Neural SOTA stack parity on pod setup/run
DATE2026-03-31
DAY014
PRIMARY METRICVAL_BPB
TESTS RUN4 unique (4 valid / 0 TTT leakage)
ARCHITECTURE FAMILYPOST-TRAINING QUANTIZATION CALIBRATION (×1) · 11L GQA U-NET BODY (×1) · CRAWLER-SAFE TRAIN/EVAL SURFACE (×1) · OTHER (×1)
CLASSIFICATIONEXPERIMENTAL 75% (3)/NEURAL 25% (1)
ARCHITECTURE RECIPE
11L GQA U-NET BODYx1

11-layer dim-512 GQA U-Net transformer base with XSA, BigramHash, value embedding, and SmearGate.

BODYvocab_size=1024 · num_layers=11 · model_dim=512 · num_heads=8 · num_kv_heads=4 · head_dim=64 · mlp_mult=3.0 · tie_embeddings=1
STRUCTUREencoder_layers=5 · decoder_layers=6 · skip_weights=5 · GQA attention · RMSNorm · relu_sq MLP · Muon matrix optimizer path
FEATURESBigramHash vocab=2048 dim=128 · XSA last_n=11 · rope_dims=16 · VE dim=128 layers=9,10 · SmearGate · logit_softcap=30
CRAWLER-SAFE TRAIN/EVAL SURFACEx1

Crawler-safe training/eval surface around a widened shared-crawler stack with final int6 and int8 checks.

BODYvocab_size=1024 · model_dim=512 · num_heads=8 · num_kv_heads=4 · shared crawler block · looped crawler passes
FEATURESBigramHash · XSA · RoPE · crawler loop rope scales · instruction bottleneck
QUANT / EVALint6 roundtrip · int6 sliding-window eval · int8 zlib roundtrip · 8xH100 · 600s wallclock

SECTION 1.0 — TRAJECTORY

VAL_BPB for 2026-03-31 panel 1 of 2
csv data
VAL_BPB for 2026-03-31 panel 2 of 2
csv data
VAL_BPB SPREADnminmedianmaxdownload
POST-TRAINING QUANTIZATION CALIBRATION11.28401.28401.2840download
CRAWLER-SAFE TRAIN/EVAL SURFACE11.10991.10991.1099download
OTHER11.10991.10991.1099—
LEADERBOARD TRANSFORMER VARIANTS11.10991.10991.1099—
ALL VALID41.10991.10991.2840—

SECTION 2.0 — TEST RUNS

EXPERIMENTAL TEST RUNS — 3

#TIMEHWABLATIONVAL_BPBSTATUSΔ %OPEN
103:05—crawler variant: gate PASS — −0.00486 int6_sw, step time clean (×3)1.2840OK↑20.3%
details
213:46—11L GQA U-Net body1.1099OK↑4.0%
details
420:03—Add two-track lab structure: neural/ and crawler/ (×3)1.1099OK↑4.0%
details

NEURAL TEST RUNS — 1

#TIMEHWABLATIONVAL_BPBSTATUSΔ %OPEN
319:43—Fix submission train_gpt.py to vault-verified file (0ec1f462, 118521 bytes)1.1099OK↑4.0%
details