  NilsandClaude Fable 5
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471cf336d0
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gpuq: document the scheduler (design, contract, ops, failure modes, alternatives)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 11:54:38 +02:00 |
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NilsandClaude Fable 5
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0252641701
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gpuq: per-node supervisor (worker resurrection + bucket heartbeat)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 11:50:10 +02:00 |
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NilsandClaude Fable 5
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5efe5b790a
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gpuq: bucket-backed per-GPU job queue (worker loop + submit/status helper)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 11:48:03 +02:00 |
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NilsandClaude Fable 5
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1460cf241f
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GSM plan-distillation control (width/depth law falsification test)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 11:22:46 +02:00 |
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NilsandClaude Fable 5
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8fe8e34b47
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rung-2 pilot: loop-only entrance-faded band LoRA, warm-start, inline eval; BW hard-only fallback
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 11:00:42 +02:00 |
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NilsandClaude Fable 5
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507c170744
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train_merge_bw: fall back to hard-only curriculum when easy pool is empty (BW direct pass ~1%)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 10:59:32 +02:00 |
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NilsandClaude Fable 5
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1ad019d76d
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add --lr flag (wide-adapter LR rescale diagnostics at 12B)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 10:46:46 +02:00 |
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NilsandClaude Fable 5
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53a8c9b609
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adaptive-alpha merge (Lys-inspired, trained) + truncated-BPTT deep-k training
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 10:29:57 +02:00 |
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NilsandClaude Fable 5
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cd0ed80ea6
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related_work: track the two arXiv PDFs (retrofitted recurrence, inner loop inference)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 10:28:34 +02:00 |
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NilsandClaude Fable 5
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c08c8d503d
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related_work: archive the 2026 workspace paper (HTML + 18 figures + bib) for offline reference
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 10:26:54 +02:00 |
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NilsandClaude Fable 5
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ba3bacc252
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unification paragraph: anchor coefficient as the stability dial across Lys/ours/McLeish
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 10:25:04 +02:00 |
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NilsandClaude Fable 5
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8e7bd2019e
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integrate McLeish et al. + Lys et al.: reposition related work, rung-2 Muon note
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 10:24:17 +02:00 |
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NilsandClaude Fable 5
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7ac365271a
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related_work: unify anchoring across McLeish/Lys/ours; link 12B alpha miscalibration to their stability results
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 10:24:12 +02:00 |
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NilsandClaude Fable 5
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89df135631
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related_work: relevance notes for 2511.07384 (retrofitted recurrence) and 2602.14759 (inner loop inference)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 10:22:31 +02:00 |
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NilsandClaude Fable 5
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f48011c470
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decouple --pause from feedforward: enable loop+pause combo arm
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 10:09:18 +02:00 |
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NilsandClaude Fable 5
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5c4b76ba14
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bootstrap via bucket git-bundle (no ssh keys on rented nodes)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 10:06:41 +02:00 |
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NilsandClaude Fable 5
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01ac15d3e1
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node kit: alpha flag through train/eval, carry env+width fixes, bootstrap script
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 10:05:30 +02:00 |
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NilsandClaude Fable 5
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674b814b65
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pre-register L9 discriminator arm
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 09:57:04 +02:00 |
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NilsandClaude Fable 5
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263a07eab9
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three-paper split: plans, claim/evidence manifests, work plans
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 09:52:25 +02:00 |
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NilsandClaude Fable 5
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54f2b3c6cc
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MultiPL-E Rust harness: compile-run verifier, STaR labeling, transfer eval
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 09:45:46 +02:00 |
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NilsandClaude Fable 5
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6c39c38eb9
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track protocol pre-registrations and interim report in git
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 02:54:52 +02:00 |
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NilsandClaude Fable 5
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42304aacf8
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fix: load task data files only for selected tasks
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 01:28:12 +02:00 |
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NilsandClaude Fable 5
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69ce16ab53
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vast.ai runbook + per-tokenizer eos handling in loop_common
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 01:14:57 +02:00 |
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NilsandClaude Fable 5
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ef9c08966c
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J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals
Reproduction of the 2026 workspace/J-lens paper on gemma-4 (E2B/12B/26B),
plus the workspace-loop retrofit line: merge adapter, prompt-only latent
planning (MBPP), carry variant, attribution controls (FF/pause/untrained),
band-location ablation, Blocksworld harness, 12B replication scripts.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-07-14 00:54:12 +02:00 |
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