| Age | Commit message (Expand) | Author |
|---|
| 2026-07-14 | RESULT 21: crown sealed — 72.11M x 1.44B tokens fully BP-free (largest to d... | Yuren Hao |
| 2026-07-14 | wandb reorganized: per-regime team projects (ept-tinystories-42m / ept-finewe... | Yuren Hao |
| 2026-07-14 | wandb -> team entity eqprop-llm-training (trainers + full-history replay script) | Yuren Hao |
| 2026-07-14 | bcap v2: absolute-scale gate on rho meter (fixes v1 noise-floor starvation), ... | Yuren Hao |
| 2026-07-14 | RESULT 20: wall-zone verdicts — damping refuted (3 witnesses, monotone spec... | Yuren Hao |
| 2026-07-14 | RESULT 19: wall-2 loop-gain theory, beta window formalism, probe mid-verdicts... | Yuren Hao |
| 2026-07-14 | beta-cap-by-loop-gain controller (--beta_cap_rho): rho^ meter from sweep resi... | Yuren Hao |
| 2026-07-14 | Adaptive relax (--relax_tol): sweep-to-tolerance + rho-triggered geta backtra... | Yuren Hao |
| 2026-07-14 | RESULT 18: wall-2 returns at 72M/FineWeb 195k (drift crossing, beta-stress co... | Yuren Hao |
| 2026-07-13 | Estimator arms machinery: --est centered/richardson (two-pass, O(b^2) bias), ... | Yuren Hao |
| 2026-07-13 | Fix swallowed --wandb_run arg (replace-comment bug); wandb default-on intact | Yuren Hao |
| 2026-07-13 | wandb ON by default in both trainers (project ept-cascade); BP twin gains --a... | Yuren Hao |
| 2026-07-13 | TinyEP hostile audit archived: DEAD per own claim class, SURVIVES-DEGRADED re... | Yuren Hao |
| 2026-07-13 | Intercept: Shanbhag draft A superseded — die modes answered NO on published... | Yuren Hao |
| 2026-07-13 | M-scale supply-chain down-select (20-agent): null demolished (UIUC die modes ... | Yuren Hao |
| 2026-07-13 | 18-agent adversarial substrate down-select: incumbent CONFIRMED-MODIFIED (-26... | Yuren Hao |
| 2026-07-13 | fw72m crown run launched (NCCL DDP prod), exact resume (opt state), RESULT 17... | Yuren Hao |
| 2026-07-13 | Manual DDP for cascade-EP: guard-synced (drift/kretry via global max, gn on r... | Yuren Hao |
| 2026-07-13 | RESULT 16: FineWeb-Edu pipeline live + smoke passed (CE 10.5->5.8, cos 0.9995... | Yuren Hao |
| 2026-07-13 | Stage-2 data pipeline: FineWeb-Edu sample-10BT -> 32k BPE -> bins; --data fla... | Yuren Hao |
| 2026-07-12 | stage1b_amp epoch confirm SEALED: 1.2868 vs fp32 1.2808, zero guards, 1.56x held | Yuren Hao |
| 2026-07-12 | Draft 7: reply to Ben's Overleaf-comments email (slop critique accepted, two-... | Yuren Hao |
| 2026-07-12 | Outreach signature resolved: name only, no title | Yuren Hao |
| 2026-07-12 | Hardware outreach v2: gate lifted, clockless-MVP story, Dillavou wave-1, brie... | Yuren Hao |
| 2026-07-12 | RESULT 15 (amp lossless 1.56x) + COST_MODEL v2.1 (sourced July-2026 prices, E... | Yuren Hao |
| 2026-07-12 | bf16 mixed-precision (--amp): gate PASSED (cos 0.9682 vs fp32 0.9687), traine... | Yuren Hao |
| 2026-07-12 | E-tier wave-1 ledger (RESULT 14 + HW map rows) + cost model v2 recalibrated o... | Yuren Hao |
| 2026-07-12 | RESULT 13: bsign neutral at 4k (1.7382 vs 1.7314); 42M gap-chasing closed at ... | Yuren Hao |
| 2026-07-11 | RESULT 12: f3e3cont negative (1.2883 vs 1.2808) — residual gap not beta-lif... | Yuren Hao |
| 2026-07-11 | Draft 6: formulation correction conceded precisely; same-gradient-different-a... | Yuren Hao |
| 2026-07-11 | Draft 5 FINAL: post-quick-reply follow-up shape (Overleaf link + gap ledger +... | Yuren Hao |
| 2026-07-11 | STANDING: looped line abandoned (user directive) — cascade-only default; lo... | Yuren Hao |
| 2026-07-11 | Their VGG10 = 62.7M (computed from Table 6) > our 42.75M: largest-today is th... | Yuren Hao |
| 2026-07-11 | Ben draft 5: engages 2606.03584 directly (Eq.10==our objective; AsymEP-reduce... | Yuren Hao |
| 2026-07-11 | CLAIM RESCOPE: Kerjan-Hoier-Scellier PCN-ImageNet (their Eq.10 == our cascade... | Yuren Hao |
| 2026-07-11 | Ben draft 4: academic register (metaphors stripped per user style correction)... | Yuren Hao |
| 2026-07-11 | Ben draft 3.1: closing paragraph = split-vs-merge strategic ask (our lean: tw... | Yuren Hao |
| 2026-07-11 | Ben draft 3: largest NN (not LM), no cascade internals, gap-vs-no-gap as head... | Yuren Hao |
| 2026-07-11 | Ben reply draft 2: news block (largest fully BP-free LM, parity, Muon transfe... | Yuren Hao |
| 2026-07-11 | RESULT 11: stage1b sealed (gap 0.050); beta ceiling unfound (3e-3 -> cos 0.99... | Yuren Hao |
| 2026-07-11 | Component->analog-hardware map: full stack (forward path A.1-10, training mac... | Yuren Hao |
| 2026-07-11 | Claim-verification dossier: largest-NN-without-BP — competitor autopsy (opt... | Yuren Hao |
| 2026-07-11 | Lock outreach headline (largest BP-free NN ever, analog-compatible) + reply g... | Yuren Hao |
| 2026-07-11 | gitignore the token-bearing demo notebook | Yuren Hao |
| 2026-07-10 | Queue: double-sided nudge after stage1b (0.22 = differential-measurement SNR ... | Yuren Hao |
| 2026-07-10 | RESULT 10: epoch endpoints (BP 1.2509/1.2750 vs EP 1.4802, +0.22 erosion cost... | Yuren Hao |
| 2026-07-10 | cos<0.96: flagship stays as control; bf1e3 continuation from s40000 queued on... | Yuren Hao |
| 2026-07-10 | Sustained dose-response sealed (3e-4/5e-4/1e-3 -> 0.975/0.983/0.990); ship --... | Yuren Hao |
| 2026-07-10 | RESULT 8 sealed (Muon 3v3: BP 1.7098 / EP 1.7314); beta-floor dose-response @... | Yuren Hao |
| 2026-07-10 | Watch: late-epoch cos erosion = intrinsic late-training SNR decline; let it r... | Yuren Hao |
