Sync wiki with main through c97823c1a Cover #3592-#3616 EXL3 ledgers, authenticated frontiers, batch/projection resume, adjacent mixed tiers, remote workers, lazy native sources, export overlays, and Dots3/Kimi/GLM/Step5/DeepSeek replay contracts. Document bounded-runner limitations rather than promising generic model quantization. Cover #3489/#3718 P2PConfig and validated GIL-safe peer copies; #3674/#3705 Marlin device profiles and raw ordinals; #3686 RDNA4 family builds; #3690 model-type spellings; #3700 wide ROCm bias; #3701/#3702 reorder fast paths; #3703/#3709/#3710 Ricursive generation/training/attention contracts; #3704 current extension errors; #3706 routed validation; #3712/#3713 tensor census/native-floatx loading; #3714/#3715 restart safety; #3716 BF16T split-K; #3717 backend validation/cache lifecycle. Skip test-only #3707/#3708/#3711. Reviewed 48 main commits and 48 matching merged PRs since wiki watermark 2026-11-09T08:06:50Z. Skimmed all 98 merged PRs in the last-24-hour safety window; the 50 earlier changes were already covered by prior syncs. Refresh touched source pins and navigation. Eleven touched pages have 575 current source URLs and 265 existing unique source paths. Full-wiki validation retains exactly 130 pre-existing findings with none added; git diff --check passes. Main repository remains clean and unmodified.
Sync wiki with main through 2b5e28eb6 Cover #3671-#3673/#3679/#3683 GGUF reconstruction and BF16/FP32 activation range; #3675/#3677 AWQ group boundaries and eval gradients; #3678 out-of-place LoRA composition; #3676/#3681/#3682/#3685/#3687/#3689/#3691 NF12 HIP layout, toolchain, routing, launch bounds and split-K epilogues; #3684/#3692-#3699 strided NVFP4, BNB, QQQ, W4A-FP8, ParoQuant and GPTQ operands. Document actual BF16-twin fixed-launch limitation rather than the source guide claim. Refresh all touched source pins. Reviewed 25 new main commits and matching merged PRs since wiki watermark 2026-11-09T00:06:48Z, plus 61 earlier commits in the 24-hour safety window already covered by prior syncs. Skip test-only #3680. Ten changed pages pass syntax, link, navigation and source-pin checks; 75 unique pinned source paths exist. Full-wiki validation retains exactly 130 pre-existing findings with none added; git diff --check passes. Main repository unchanged.
Sync wiki with main through 01d2889b6 Cover #3587/#3591 bounded covariance, FP64 Hessian conditioning and search-space diagnostics; #3588 integrity-checked disk-backed replay sequences and xxhash dependency. Distinguish standalone APIs from normal processor/looper integration. Cover #3648/#3653/#3659 NF12 RDNA4 launch planning and upstream HIP kernels; #3649/#3651/#3654/#3657/#3658/#3660-#3663 wide bias epilogues and gradients; #3655/#3656 empty FP8/NVFP4 calls; #3664/#3666 GGUF cache invalidation; #3665 odd-width BNB nibble parity; #3667/#3668/#3670 GGUF empty launches and K-quant range/precision. Refresh touched source pins and navigation. Skip docs-only #3650/#3652. Reviewed 25 main commits and matching merged PRs since wiki watermark 2026-11-08T16:06:29Z, plus 52 earlier merged PRs in the 24-hour safety window already covered by prior syncs. Verified 95 source paths, Python example syntax, disk-store round-trip and bounded covariance CPU sanity checks; git diff --check passes. Full-wiki validation retains the same 130 pre-existing findings with none added. Main repository unchanged.
Sync wiki with main through eccc116ab Cover #3573/#3627 NF12 naming, config, packed layout, calibration-free usage, native CUDA/RDNA4 HIP and Torch execution; #3629-#3631/#3633-#3645 loading, validation, device safety and kernel updates. Cover #3583/#3625 EXL3 logical output/bias handling; #3584-#3586/#3618-#3624/#3626/#3628/#3632 authenticated shard reuse, reference offload, export/config preservation, permissions, atomic replacement, scoped indexes and FNUZ serialization; #3617 direct buffer placement; #3646 activation-copy lifetime; #3647 empty GSQ geometry. Refresh touched source pins and navigation. Reviewed 36 main commits/merged PRs since wiki watermark 2026-11-08T08:05:09Z; the preceding 24-hour safety-window changes are already documented. Changed/new pages pass wiki validation, 94 pinned source paths exist, and git diff --check passes. Full-wiki validation retains exactly 130 pre-existing findings with none added. Main repository unchanged.