How this checkpoint was trained
- Base / parent:
vera6/affine-5g4yy75zuz-t6@8e3f1695e058837ed80fec3238ff439fdc2d0f0e (live king reign36)
- Method: offline DPO on Reason-ranked duel pairs (not SFT / not online GRPO)
- What was optimized: preference for thoughts that raise teacher-side Reason
(commit to a teacher next-action mode; filler loses under LME)
- Data: Soft Mid Mid Soft → MidCtx filtered duel preference pairs
(
dpo_duel_reason.jsonl, 604 lines) under mining/experiments/r1064-vera-offline-dpo-hialpha-midrank-midbeta-midctx-ultrasuperextrasteps-ep4-hilr / pod /root/r1064/
- Key hyperparameters:
- LoRA r=32 (MidRank), α=128 (HiAlpha)
- β=0.1 (MidBeta)
- lr=2e-6 (HiLR)
- max_len=8192 (MidCtx)
- max_steps=28800 (UltraSuperExtra)
- epochs=4
- Hardware: Lium
mine-r337-marsplan-online-dpo-hilr-1 (noble-hawk-1f)
8×B200 GPUs 4,5 train+merge; TKC warm; chall :8003 GPUs 4,5 for
v4 n80 → /tmp/r1064_merged (~16 safetensor shards)
- Local n80 vs live king reign36 (
vera6/affine-5g4yy75zuz-t6@8e3f1695e058837ed80fec3238ff439fdc2d0f0e) under wvk=7:
- margin +0.006632, SE 0.003248, z=2.042, n=79
- bar
max(2·SE, δ=0.002) = 0.006495 (~1.021×)
- thought median 201 (≥80 ✓), B pass 0.521 (≥0.30 ✓)
- k=3, τ=0.03 (fail-closed if stamp ≠ v4)
- decision: WIN / Stage-5 licensed (
r1064_sim_result_reign36_wvk7.json, p4208)
- Lineage: R1047 MidCtx MidRank MidLoβ Ultra HiLR REFUTE m=+0.002013 ~0.19×
→ Midβ isolate (MidLoβ→Midβ);
≠ MidLoβ Ultra HiLR R1047 / ≠ MidCtx MidRank Hiβ Ultra HiLR R1053 /
≠ MidCtx LoRank Midβ Ultra HiLR R1057 / ≠ ShortCtx MidRank Midβ Ultra HiLR R1063 /
≠ Online / ≠ GRPO
- Experiment path:
mining/experiments/r1064-vera-offline-dpo-hialpha-midrank-midbeta-midctx-ultrasuperextrasteps-ep4-hilr
Intended use
SN120 Affine miner submission / evalsrv Reason v4 duel. Not a general chat model.
License
Follows base model + Affine mining artifacts policy.