docs(vault): strip restated fleet facts from 17 technique pages
Enforces "one fact, one owner": technique pages keep mechanism, laws, traps and verdicts; per-endpoint shapes, digests and era measurements are cited to the endpoint page that owns them. Also repairs the four pointers the pass left empty (each verified against the cited owner before landing): - EMULATION dequant doubles host RAM (118 GiB -> ~238 GiB) -> [[frank-archon]] - 12.11 tok/s flat 304 -> 16,095 tokens -> [[Tcclaviger Fork Ops]] - bundled-head acceptance ladder 0.739/0.554/0.427/0.340 -> [[Qwen3.8 PP Deployment]] - llama.cpp PR #23897 dedup provenance -> [[qwen3.8-spec-matrix]] Replaces the retired-shape illustration in Llama Cpp Serving Sizing with the owned MiMo Q5_K_M row (6.40 GiB payload -> 20,530 MiB used), and unwraps a hard-wrapped [[Dankserver System Specs]] link that failed link integrity. Orphan census over the diff: 0 numbers lost (comma-insensitive match against the whole vault plus AGENTS.md).
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@@ -20,8 +20,8 @@ Sweep decode across context depth. **Flat** ⇒ attention over history is not
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the cost; the problem is per-token expert movement and KV/attention tuning is
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ruled out entirely. A genuinely context-bound server shows a clear downward
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slope. Record cold vs warm separately — a small gap means the cache is
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working. Measured on the fp8 expert-offload shape: 12.11 tok/s FLAT from 304
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to 16,095 tokens.
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working. The canonical flat run (fp8 expert-offload shape, a few hundred to
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sixteen thousand tokens of context) is in [[Tcclaviger Fork Ops]]'s profile.
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## 2. Duty-cycle arithmetic (the "GPU not fully utilized" answer)
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@@ -161,7 +161,7 @@ of the same RAM, not extra memory.
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## 7. IBS model-access attribution (AMD CPUs)
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Real CPU access patterns for mmap'd weights, live, no stop (established on
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frank-archon, 2026-09-26, ~2.7M attributed samples in 75 s). Reference:
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[[frank-archon]], 2026-09-26, ~2.7M attributed samples in 75 s). Reference:
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`scripts/frank-archon-expert-activity.py` (self-contained dump + sample +
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analyze; `--analyze-only`).
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