3 people 2b381cc44d docs: Idea E (rotation-free outlier channeling) tested and DEAD ...

Even removing 32/128 channels (25%), kurtosis stays at 8-50.
WHT rotation gets it to 2.9. Some layers get WORSE after removal
(55.6 → 156.98). Heavy tails are structural, not channel-specific.

WUSH paper confirmed: Hadamard is optimal data-agnostic transform.
Outlier removal would also need per-model calibration, killing
TurboQuant's zero-calibration advantage.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-Authored-By: tturney@psyguard.ai

2026-03-26 16:51:47 -05:00

..

context-scaling-deep-dive.md

docs: extended context scaling verified — 0.99x q8_0 through 32K context

2026-03-25 20:21:22 -05:00

decode-speed-status.md

docs: Mario PDF test confirms decode scaling — 0.66x q8_0 at 48K context

2026-03-25 22:08:23 -05:00

experiment-context-scaling-fix.md

docs: group-32 rotation failed (PPL 7.06)

2026-03-25 19:31:11 -05:00

experiment-layer-adaptive-extended.md

docs: layer-adaptive mode 2 verified 2K-32K — q8_0 quality at 3.5x compression

2026-03-26 00:17:35 -05:00

experiment-layer-adaptive.md

docs: layer-adaptive results — last 8 layers at q8_0 matches q8_0 quality at 3.5x compression

2026-03-25 18:44:37 -05:00

hardware-comparison-matrix.md

docs: update comparison matrix with 10 community testers from X post

2026-03-26 12:03:57 -05:00

niah-results-m5max-multikey.json

docs: NIAH multi-key distractor results — 100% both cache types through 32K

2026-03-26 15:33:30 -05:00

niah-results-m5max-multikey.md

docs: NIAH multi-key distractor results — 100% both cache types through 32K

2026-03-26 15:33:30 -05:00

niah-results-m5max-single.json

docs: NIAH v2 single-needle results — M5 Max baseline

2026-03-26 15:30:11 -05:00

niah-results-m5max-single.md

docs: NIAH v2 single-needle results — M5 Max baseline

2026-03-26 15:30:11 -05:00

pre-rotate-queries-investigation.md

docs: move engineering docs here from llama.cpp fork

2026-03-25 16:16:58 -05:00

pre-rotate-queries-plan.md

docs: move engineering docs here from llama.cpp fork

2026-03-25 16:16:58 -05:00

quality-benchmarks.md

docs: update all docs with q8_0 parity results (2747 tok/s, 4.6x compression)

2026-03-25 18:01:14 -05:00

speed-experiments.md

docs: block-32 breakthrough — q8_0 parity at 4.6x compression

2026-03-25 17:34:27 -05:00

turbo-speed-investigation.md

docs: update all docs with q8_0 parity results (2747 tok/s, 4.6x compression)

2026-03-25 18:01:14 -05:00

turboquant-plus-experiments.md

docs: Idea E (rotation-free outlier channeling) tested and DEAD

2026-03-26 16:51:47 -05:00

upstream-pr-plan.md

fix: address Codex + Gemini review findings

2026-03-26 09:34:29 -05:00