jspace

jobs

item 32 pre-registered (Nils's synthesis): discrete latent chain — lens-snapped token embeddings fed back via zero-init projector (ST top-32, TF/free-running arms, frozen arm-1 merge); sym_iterate in carry_common, trainer/eval wiring

2026-07-18 00:16:08 +02:00

bw_common.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

bw_prep.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

carry_common.py

item 32 pre-registered (Nils's synthesis): discrete latent chain — lens-snapped token embeddings fed back via zero-init projector (ST top-32, TF/free-running arms, frozen arm-1 merge); sym_iterate in carry_common, trainer/eval wiring

2026-07-18 00:16:08 +02:00

compute_jacobians.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

diagram.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

eval_bw.py

warm-start flag (stacking arm), adaptive flags for Blocksworld

2026-07-14 13:02:46 +02:00

eval_carry_cot.py

item 32 pre-registered (Nils's synthesis): discrete latent chain — lens-snapped token embeddings fed back via zero-init projector (ST top-32, TF/free-running arms, frozen arm-1 merge); sym_iterate in carry_common, trainer/eval wiring

2026-07-18 00:16:08 +02:00

eval_carry.py

node kit: alpha flag through train/eval, carry env+width fixes, bootstrap script

2026-07-14 10:05:30 +02:00

eval_gate_code.py

E1 halting-gate machinery (adapter, trainer, gated eval) + pre-registration item 18

2026-07-15 23:00:39 +02:00

eval_humaneval.py

feedforward flag for HumanEval eval

2026-07-14 12:34:57 +02:00

eval_lcb.py

LiveCodeBench transfer harness: raw-jsonl loader (script datasets dead), stdin judge, newest-window selection, plan labeling

2026-07-14 16:48:12 +02:00

eval_loop_code.py

fidelity factorial arms (randk / noises0 / hidden-capacity) + pre-registration item 15

2026-07-15 02:47:14 +02:00

eval_loop.py

adaptive flag for GSM eval

2026-07-14 12:33:03 +02:00

eval_mc_panel.py

panel: chat-template MC scoring (raw scoring is chance on -it model), parquet dataset mirrors, incremental dump

2026-07-14 16:00:17 +02:00

eval_plan_baseline.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

eval_rust.py

MultiPL-E Rust harness: compile-run verifier, STaR labeling, transfer eval

2026-07-14 09:45:46 +02:00

exp1_readouts.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

exp2_swaps.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

exp3_jspace.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

exp4_regimes.py

31B regimes parsed (early persist bump L7-16, motor only terminal — E2B signature absent, matches E4B); exp4_regimes.py takes explicit out path / defaults next to input jbar (fix pushed to node before 26B stage)

2026-07-16 09:54:52 +02:00

fig_kcurves.py

fig_kcurves.py: restore original output filename

2026-07-15 18:34:18 +02:00

fig_loop_vs_ff.py

ladder figure: base vs FF vs loops vs distill (fig_loop_vs_ff)

2026-07-15 12:26:22 +02:00

fig_phase.py

INDEX.md (task-oriented repo guide), REGIMES.json -> results/, phase diagram updated with full sweep (anchored family, seed means)

2026-07-15 21:52:26 +02:00

fig_regimes.py

regimes figure: sensor/workspace/motor shading restored (rule-derived, matches original hand-shaded bands)

2026-07-15 22:09:09 +02:00

figures_final.py

n=500 controls: paired net-effect significant (loop vs untrained merge 17-4, p=0.007); ladder and net accounting finalized

2026-07-14 20:08:57 +02:00

gate_probe_probs.py

item 20: gate threshold curve + oracle bound (probs pass, merge per-item LUT, offline sweep)

2026-07-16 02:03:12 +02:00

gate_probe.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

gate_threshold_curve.py

item 20: gate threshold curve + oracle bound (probs pass, merge per-item LUT, offline sweep)

2026-07-16 02:03:12 +02:00

gpuq_dispatcher.sh

gpuq: idle-time class dispatcher (single-writer, race-free) + docs

2026-07-14 12:47:23 +02:00

gpuq_presign.py

node_bootstrap.sh v2: one-command node setup encoding every paid-for lesson (workspace-only, snapshot pinning, credential-aware sync, contract workers, graceful stop) + gpuq_presign for credential-less nodes

2026-07-16 01:51:44 +02:00

gpuq_submit.sh

gpuq: idle-time class dispatcher (single-writer, race-free) + docs

2026-07-14 12:47:23 +02:00

gpuq_supervisor.sh

gpuq: per-node supervisor (worker resurrection + bucket heartbeat)

2026-07-14 11:50:10 +02:00

gpuq_sync.sh

gpuq data contract: declarative per-job in/out sync (pull inputs, push outputs every 120s + at exit), gpuq_sync.sh helper

2026-07-16 01:17:33 +02:00

gpuq_worker.sh

gpuq worker: STOP sentinel for graceful drain (never kill mid-job again)

2026-07-16 01:21:00 +02:00

GPUQ.md

gpuq data contract: declarative per-job in/out sync (pull inputs, push outputs every 120s + at exit), gpuq_sync.sh helper

2026-07-16 01:17:33 +02:00

halting_common.py

E1c: k*=0 routing + pre-loop halt target (item 19 scored, E1c pre-registered)

2026-07-15 23:51:44 +02:00

kv_memory.py

item 31 pre-registered (Nils's design): synthetic memory tokens — burst states → per-band-layer KV prefix via KVMemoryAdapter (in-place attention wrap, bit-exact disarmed, gated silent init); composed with frozen item-29 arm-1; +29 tf+fr in-flight note (30.5, FR term hurts)

2026-07-17 13:25:25 +02:00

lens_battery.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

loop_common.py

fidelity factorial arms (randk / noises0 / hidden-capacity) + pre-registration item 15

2026-07-15 02:47:14 +02:00

lora_band.py

rung-2 pilot: loop-only entrance-faded band LoRA, warm-start, inline eval; BW hard-only fallback

2026-07-14 11:00:42 +02:00

mcnemar_carrycot.py

item 21 McNemar scored: drop-bucket edge significant (2:6 p=0.0094, survives Bonferroni x4); overall A-vs-B ns; + session handoff, fig cleanup

2026-07-16 09:49:21 +02:00

metacog.py

item 30 pre-registered (Nils's design): carried state as metacognitive signal — answer-readiness head on L30 at line boundaries, carry-vs-FF AUC as primary, theta sweep + oracle stop via item-20 LUT methodology

2026-07-17 12:57:05 +02:00

node_bootstrap.sh

node_bootstrap.sh v2: one-command node setup encoding every paid-for lesson (workspace-only, snapshot pinning, credential-aware sync, contract workers, graceful stop) + gpuq_presign for credential-less nodes

2026-07-16 01:51:44 +02:00

node_setup.sh

pin gemma-4 model revisions (upstream 12B template regression: thought channel -> empty generations)

2026-07-14 17:13:35 +02:00

parse_e4b_regimes.py

E4B regime map (ckpt-salvaged, 150 prompts): no clear workspace signature — sensor L11-22, motor from L23, persistence bump absent; candidate band inside KV-shared zone

2026-07-16 01:35:38 +02:00

parse_regimes_log.py

31B regimes parsed (early persist bump L7-16, motor only terminal — E2B signature absent, matches E4B); exp4_regimes.py takes explicit out path / defaults next to input jbar (fix pushed to node before 26B stage)

2026-07-16 09:54:52 +02:00

path_gates.py

item 20 scored; item 21 (GSM carry-CoT + control) pre-registered and queued

2026-07-16 02:42:46 +02:00

plot_code_eval.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

plot_loop_dynamics.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

plot_loop_eval.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

plot_results.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

prep_gsm_cot.py

item 20 scored; item 21 (GSM carry-CoT + control) pre-registered and queued

2026-07-16 02:42:46 +02:00

prep_mbpp_fix.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

prep_mbpp.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

prep_rust.py

MultiPL-E Rust harness: compile-run verifier, STaR labeling, transfer eval

2026-07-14 09:45:46 +02:00

prep_star_data.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

probe_carry.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

probe_discount_prompt.py

whiteboard microscopy on hard(795)/drop(430) specimens: FF slips at the 3-term sum (155), carry re-expands and defers (165 ✓); boards show live continuation-plan vs premature digit-commit at identical prefixes

2026-07-16 19:48:58 +02:00

probe_discount.py

whiteboard microscopy on hard(795)/drop(430) specimens: FF slips at the 3-term sum (155), carry re-expands and defers (165 ✓); boards show live continuation-plan vs premature digit-commit at identical prefixes

2026-07-16 19:48:58 +02:00

relabel_sampled.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

rust_common.py

MultiPL-E Rust harness: compile-run verifier, STaR labeling, transfer eval

2026-07-14 09:45:46 +02:00

stats_final.py

n=500 controls: paired net-effect significant (loop vs untrained merge 17-4, p=0.007); ladder and net accounting finalized

2026-07-14 20:08:57 +02:00

train_carry_cot.py

item 32 pre-registered (Nils's synthesis): discrete latent chain — lens-snapped token embeddings fed back via zero-init projector (ST top-32, TF/free-running arms, frozen arm-1 merge); sym_iterate in carry_common, trainer/eval wiring

2026-07-18 00:16:08 +02:00

train_carry.py

node kit: alpha flag through train/eval, carry env+width fixes, bootstrap script

2026-07-14 10:05:30 +02:00

train_distill_gsm.py

GSM plan-distillation control (width/depth law falsification test)

2026-07-14 11:22:46 +02:00

train_distill.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

train_gate_code.py

E1 halting-gate machinery (adapter, trainer, gated eval) + pre-registration item 18

2026-07-15 23:00:39 +02:00

train_gate_head.py

E1c: k*=0 routing + pre-loop halt target (item 19 scored, E1c pre-registered)

2026-07-15 23:51:44 +02:00

train_merge_bw.py

warm-start flag (stacking arm), adaptive flags for Blocksworld

2026-07-14 13:02:46 +02:00

train_merge_code.py

fidelity factorial arms (randk / noises0 / hidden-capacity) + pre-registration item 15

2026-07-15 02:47:14 +02:00

train_merge_unified.py

adaptive flag for unified trainer

2026-07-14 12:32:36 +02:00

train_merge.py

J-lens workspace reproduction + loop retrofit: lens, band looping, adapters, controls, multi-task evals

2026-07-14 00:54:12 +02:00

train_rung2.py

rung-2 pilot: loop-only entrance-faded band LoRA, warm-start, inline eval; BW hard-only fallback

2026-07-14 11:00:42 +02:00