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star2vec wants to merge 63 commits into

mainfrom

Commits on Apr 9, 2026

Fix unit tests and lock PyTorch to 2.4.1
Ecaterina
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a4141bd

Commits on Apr 10, 2026

Fix: move tensors to device and handle inference mode
Ecaterina
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827efba
Fix: set bnb_4bit_compute_dtype to float16 for massive speedup
Ecaterina
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42ab29d
Fix: cast training latents to float32 to match adapter
Ecaterina
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26d7fb7

Commits on Apr 13, 2026

feat: complete V2.1 Latent Space Communication pipeline with query conditioning

Ecaterina
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Ecaterina
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0b0399b
chore: remove and ignore .DS_Store
star2vec
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0595cc7

Commits on May 10, 2026

feat: fix adapter collapse via L_xsep + L_sep (Interlat §3.2-3.3)

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03a9db5

Commits on May 11, 2026

chore: clean up .gitignore and install git hooks

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c42ae2d

Commits on May 13, 2026

fix: load LoRA with r=16 matching lsep_v3 training (was r=4)

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04dbb71

Commits on May 14, 2026

chore: bump pyproject build-system and lockfile
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acc784c
build: migrate to hatchling + unpin torch (>=2.11.0)
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84cebbf
docs: update README
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bcc85a1

Commits on Jun 30, 2026

feat(phase-4c): cache augmentation prototype + Cold Stop salvage

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095633c

Commits on Jul 1, 2026

eval(phase-4c): fairness ablations overturn the cache-aug win -> NULL

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386026a
docs: archive superseded plans, consolidate papers (CM-0)

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b3fa273
feat(cm-a): KVPrefixCartridge + TDD contract (CM-A.0)

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b70f662
feat(cm-a): context-distillation trainer + self-study (CM-A.1 core)

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82b73b8
eval(cm-a.1): single-bucket distill proof — gate FAIL (2/8), informative

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2914667

Commits on Jul 2, 2026

feat(cm-a.1): retry PASSES — latent-alone 4/8, carries identifiers

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bdba4ae
feat(cm-a.2): batch distiller + cartridge eval scripts

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d785672

Commits on Jul 3, 2026

fix(cm-a.2): slice-on-overflow in _collect_source_text (both copies)

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30ee434

Commits on Jul 5, 2026

feat(cm-a.2): epoch checkpointing + MPS stall watchdog in cartridge trainer

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983ca01

Commits on Jul 26, 2026

eval(cm-a.2): GATE FAIL 7/25 log entry + eval snapshots

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2ff06c1
chore: deep clean + honest results README

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a431840
eval(cm-b.0a): grounding metric was under-counting — CM-A.2 re-scores 7/25 -> 10/25, GATE PASS

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4d6d982
fix(cm-b.0b): batch distiller silently ran templated queries, not fact-probing ones

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95debd4
fix(cm-b.0b): run query generation on CPU — transformers generate() aborts on MPS

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92f9f83
fix(cm-b.0b): eval script carried its own stale grounding metric

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dc53e0c
docs(cm-b): durable plan + CPU slot-structure probe — localization looks viable

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ccbe505
fix(cm-b): audit for the bug classes this project keeps hitting

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12ca750
docs(cm-b): second bug sweep — trainer internals, truncation chain, routing stability

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9ad225f
fix(cm-b): epoch checkpoint was write-only; log silent git failures; archive dead script

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848c486
fix(cm-b): merge/split oscillation guard + dedupe centroid codec

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12c1af7
perf(cm-b): cache HealthMonitor coherence embeddings; fix bridge scope bug

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e622585

Commits on Jul 27, 2026

docs(cm-b): dependency-graph sweep — cycles, layering, dead code, dead config

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2c92860
feat(cm-b.1): controlled edit generator + structural invariant guards

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eb229cb
feat(cm-b.1): cartridge repair methods — slot masking, low-rank delta

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0f10187
feat(cm-b.1): edit experiment orchestrator + pre-registered gate

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0daae48
fix(cm-b.0b): record GATE FAIL 1/13; the query-gen premise was wrong

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38aa356
fix(cm-b): sweep — unseeded measurement track + reciprocal PREFIX_LEN

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d33245c
fix(async): fire-and-forget tasks could be GC'd mid-flight and failed silently

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cfacc17

Commits on Jul 28, 2026

feat(cm-b): variance aggregator + free test of the verbatim-slicing candidate

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d3a92e8
feat(cm-b): verbatim lever + 16 verified fixtures for bc6b90e2

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9f007b0
eval(cm-b.0b-repro): CM-A.1-retry does NOT reproduce — 2/8, 1/8, 1/8 (spread 1)

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c412ce0
eval(cm-b.0b-repro): commit the three draw snapshots

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0ebb924
eval(cm-b.0e): no-context floor — distillation contributes +0 over a random prefix

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b6ce9d2
eval(cm-b.0d/0e): latent channel is INERT — cartridge - floor = +0.67/8, +0.33/16

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32844ae
eval(cm-b.0f): P was the binding constraint — P=384 gives 6/12 vs 1-2/12 at P=128

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427cf52
feat(cm-b): de-leak the extension fixtures; add training-free KV-selection arms

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b70be08

Commits on Jul 29, 2026

Commits on Jul 30, 2026

eval(cm-b.0j): text-in-prompt control confirms the 50% ceiling is real

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eb29824
feat(cm-b.0k): query-aware KV selection + chunked cache building

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6c9c013
feat(cm-b.0k): kv_attn runner + reusable scoring

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7a4e0a8
eval(cm-b.0k): query-aware selection beats positional 5/26 vs 1/26

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b751335
eval(cm-b.0k): correct the verdict — p=0.219, not significant

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a6531f8
feat(cm-b.0l): --selectors flag so a P sweep stays affordable

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9c45850
fix(cm-b.0l): per-arm heartbeat so slow != wedged

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71d1ab4
fix(cm-b.0l): persist results after every fixture

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a69f1c1
eval(cm-b.0l): no knee — query-aware selection is not a mechanism

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46cc9f1
docs(cm-b): close the compression track, name the one remaining gate

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c28a118