Nils nils
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  • Joined on 2025-04-06
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nils pushed to main at nils/jspace 2026-07-14 10:40:42 +00:00
c718c636a5 GPUQ: as-deployed cheat sheet + job conventions
nils pushed to main at nils/jspace 2026-07-14 10:34:59 +00:00
d2d372c909 feedforward flag for HumanEval eval
nils pushed to main at nils/jspace 2026-07-14 10:33:06 +00:00
12ec01becc adaptive flag for GSM eval
nils pushed to main at nils/jspace 2026-07-14 10:32:38 +00:00
95be35d20f adaptive flag for unified trainer
nils pushed to main at nils/jspace 2026-07-14 10:25:09 +00:00
32728e7b07 bootstrap via public https clone (repo now public)
nils pushed to main at nils/jspace 2026-07-14 09:54:41 +00:00
471cf336d0 gpuq: document the scheduler (design, contract, ops, failure modes, alternatives)
nils pushed to main at nils/jspace 2026-07-14 09:50:13 +00:00
0252641701 gpuq: per-node supervisor (worker resurrection + bucket heartbeat)
nils pushed to main at nils/jspace 2026-07-14 09:48:04 +00:00
5efe5b790a gpuq: bucket-backed per-GPU job queue (worker loop + submit/status helper)
nils pushed to main at nils/jspace 2026-07-14 09:22:48 +00:00
1460cf241f GSM plan-distillation control (width/depth law falsification test)
nils pushed to main at nils/jspace 2026-07-14 09:00:44 +00:00
8fe8e34b47 rung-2 pilot: loop-only entrance-faded band LoRA, warm-start, inline eval; BW hard-only fallback
507c170744 train_merge_bw: fall back to hard-only curriculum when easy pool is empty (BW direct pass ~1%)
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nils pushed to main at nils/jspace 2026-07-14 08:46:48 +00:00
1ad019d76d add --lr flag (wide-adapter LR rescale diagnostics at 12B)
nils pushed to main at nils/jspace 2026-07-14 08:30:04 +00:00
53a8c9b609 adaptive-alpha merge (Lys-inspired, trained) + truncated-BPTT deep-k training
cd0ed80ea6 related_work: track the two arXiv PDFs (retrofitted recurrence, inner loop inference)
c08c8d503d related_work: archive the 2026 workspace paper (HTML + 18 figures + bib) for offline reference
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nils pushed to main at nils/jspace 2026-07-14 08:25:07 +00:00
ba3bacc252 unification paragraph: anchor coefficient as the stability dial across Lys/ours/McLeish
nils pushed to main at nils/jspace 2026-07-14 08:24:20 +00:00
8e7bd2019e integrate McLeish et al. + Lys et al.: reposition related work, rung-2 Muon note
7ac365271a related_work: unify anchoring across McLeish/Lys/ours; link 12B alpha miscalibration to their stability results
89df135631 related_work: relevance notes for 2511.07384 (retrofitted recurrence) and 2602.14759 (inner loop inference)
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nils pushed to main at nils/jspace 2026-07-14 08:09:20 +00:00
f48011c470 decouple --pause from feedforward: enable loop+pause combo arm
5c4b76ba14 bootstrap via bucket git-bundle (no ssh keys on rented nodes)
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nils pushed to main at nils/jspace 2026-07-14 08:05:32 +00:00
01ac15d3e1 node kit: alpha flag through train/eval, carry env+width fixes, bootstrap script
nils pushed to main at nils/jspace 2026-07-14 07:57:07 +00:00
674b814b65 pre-register L9 discriminator arm
nils pushed to main at nils/jspace 2026-07-14 07:52:27 +00:00
263a07eab9 three-paper split: plans, claim/evidence manifests, work plans
nils pushed to main at nils/jspace 2026-07-14 07:45:48 +00:00
54f2b3c6cc MultiPL-E Rust harness: compile-run verifier, STaR labeling, transfer eval
nils pushed to main at nils/jspace 2026-07-14 00:54:54 +00:00
6c39c38eb9 track protocol pre-registrations and interim report in git