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[beta] Integrate CSF preparation, native expert precision and decoder optimizations - #456

Merged

voipmonitor merged 52 commits into

integration/karmic-kraken-betafrom

port/beta-906-csf

Oct 2, 2026

Merged

[beta] Integrate CSF preparation, native expert precision and decoder optimizations#456
voipmonitor merged 52 commits into
integration/karmic-kraken-betafrom
port/beta-906-csf

Commits on Sep 21, 2026
Commits on Sep 29, 2026
- Preserve launcher ownership with scoped preparation caches
  voipmonitor
  committed
  db6bcaf
- Serve DS4.1 X4T with native W4A16 and fused scale expansion
  voipmonitor
  committed
  07d7448
Commits on Sep 30, 2026
Commits on Oct 1, 2026
- Decode losslessly compressed NVFP4 expert scales into shared native scratch
  
  voipmonitor
  and
  codex
  committed
  c2797ba
- Name compressed FP4 scale interfaces MXFP4-CSF and NVFP4-CSF
  
  Martin Vit
  and
  codex
  committed
  5c13c2e
- Preserve FP32 NVFP4 calibration under BF16 model loading
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  committed
  8cb43b9
- Support canonical CSF checkpoints and native NVFP4 scale expansion
  voipmonitor
  committed
  1b32d92
- Allow FP32 dense MLA split partials in prepared plans (#441)
  
  authored
  9e6c26f
- perf(moe): full-codeword lookup for prepared K2 Trellis decode (#436)
  
  authored
  b02dae3
- Retain prepared Trellis route-pack programs across live row counts (#442)
  voipmonitor
  authored
  a321f9a
- Merge b12x master a321f9a6 (#441, #436, #442) into beta
  voipmonitor
  committed
  d3b8eae
- Merge b12x#384: retain prepared launchers and coordinate collectives
  voipmonitor
  committed
  748fa9e
- Merge b12x#446 and b12x#450: canonical FP4-CSF scale decoding (DS4.1/Kimi MXFP4-CSF, GLM/Qwen NVFP4-CSF)
  voipmonitor
  committed
  403f9e9
- Keep the beta b12x version at 1.3.0
  
  voipmonitor
  and
  claude
  committed
  4ee6a2f
- Merge integration/karmic-kraken-beta (PLE host allocator, #454)
  voipmonitor
  committed
  b524e3b
- docs(release): describe the 2026-10-01 master sync
  
  voipmonitor
  and
  claude
  committed
  8f0f018
- Separate CSF tensor preparation from model checkpoint discovery
  
  voipmonitor
  and
  codex
  committed
  157cfd2
- Prepare CSF scales through fused-MoE weight post-processing
  
  voipmonitor
  and
  codex
  committed
  096464c
- Preserve native MXFP8 expert execution for compressed MXFP4 scales
  voipmonitor
  committed
  7dc9174
- Reconstruct NVFP4-CSF scale operands in dynamic MoE
  voipmonitor
  committed
  2fa9fef
- Document CSF serving results and remaining decode overhead
  voipmonitor
  committed
  bb5f4c4
Commits on Oct 2, 2026
- Compress native FP4 expert scale bytes during weight preparation
  
  voipmonitor
  and
  codex
  committed
  778ca21
- Link the online scale preparation change to its pull request
  voipmonitor
  committed
  c41b255
- Reduce NVFP4-CSF operand reconstruction overhead
  voipmonitor
  committed
  0cb79c4
- Qualify Qwen CSF operand reconstruction against TP1 and TP2 controls
  voipmonitor
  committed
  7125b0b
- Vectorize indexed NVFP4 scale reconstruction and exception lookup
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  committed
  e646d0d
- Qualify indexed scale reconstruction with Qwen TP1 and TP2 serving
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  committed
  566e288
- Build NVFP4 scale indices on GPU and group narrow MXFP4 rows
  voipmonitor
  committed
  654f7a6
- Document native Kimi and GLM scale preparation validation
  voipmonitor
  committed
  01c40d6
- Measure DS4.1 and Qwen online scale preparation
  voipmonitor
  committed
  3ab8663
- docs: qualify native DeepSeek-V4-Flash online CSF serving on TP2
  voipmonitor
  committed
  c207548
- Merge CSF preparation and expert execution repairs into beta composition
  
  voipmonitor
  and
  codex
  committed
  c716eff
- Merge online FP4 scale preparation into beta composition
  voipmonitor
  committed
  c598a2d
- Merge NVFP4-CSF operand reconstruction optimizations into beta composition
  
  voipmonitor
  and
  codex
  committed
  9650277
- Reserve Trellis codebook shared memory only for Trellis weights
  
  voipmonitor
  and
  codex
  committed
  6f5a147
- Document combined beta CSF component qualification
  
  voipmonitor
  and
  codex
  committed
  3e51c96

Commits

Commits on Sep 21, 2026

Commits on Sep 29, 2026

Commits on Sep 30, 2026

Commits on Oct 1, 2026

Commits on Oct 2, 2026