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[Quantization] Keep deleted and renamed params registered after process_weights_after_loading - #62407

Merged

simon-mo merged 19 commits into

vllm-project:mainfrom

aoshen02:wu/keep-param-object-del-rename

Oct 28, 2026

Merged

[Quantization] Keep deleted and renamed params registered after process_weights_after_loading#62407
simon-mo merged 19 commits into
vllm-project:mainfrom
aoshen02:wu/keep-param-object-del-rename

Commits on Oct 21, 2026
- [Quantization] Keep deleted and renamed params registered after process_weights_after_loading
  
  aoshen02
  and
  claude
  committed
  4344e1e
- [Quantization] Release unused zero points; update tests for kept params
  
  aoshen02
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  claude
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  a32836e
Commits on Oct 23, 2026
- [Quantization] Keep a shrunk parameter result in its loaded storage
  
  aoshen02
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  claude
  committed
  0dcd74c
- [Quantization] Back Triton MXFP4 MoE tensors by the loaded params
  
  aoshen02
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  claude
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  214405e
- [Quantization] Humming: write converted tensors into the loaded params
  
  aoshen02
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  claude
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  f16651d
- [Quantization] Keep loaded params' storage instead of emptying it
  
  aoshen02
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  claude
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  265c997
- [Quantization] Humming: one param object for the FP8 MoE and NVFP4 input scales
  
  aoshen02
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  claude
  committed
  ad241b0
- [Quantization] Make the Humming leftover test independent of param order
  
  aoshen02
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  claude
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  682db58
Commits on Oct 27, 2026
- [Model Loader] replace_parameter: keep the storage for an equal-size result
  
  hao-aaron
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  claude
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  28593c4
- Merge branch 'main' into wu/keep-param-object-del-rename
  hao-aaron
  authored
  28bf391
- [Test] Fix two unit tests exposed by replace_parameter keeping the loaded storage
  
  hao-aaron
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  claude
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  e48453e
- Merge branch 'main' into wu/keep-param-object-del-rename
  hao-aaron
  authored
  96fb050
Commits on Oct 28, 2026
- [Test] triton w4a16: take the expected layouts before process_weights_after_loading
  
  hao-aaron
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  claude
  committed
  70f9cc8
- Merge branch 'main' into wu/keep-param-object-del-rename
  hao-aaron
  authored
  81e7891
- Merge branch 'main' into wu/keep-param-object-del-rename
  hao-aaron
  committed
  e61d991
- Merge branch 'main' into wu/keep-param-object-del-rename
  hao-aaron
  authored
  792089a
- [Quantization] Fix Quark NVFP4 + Humming, EPLB runtime names, strided fit check
  
  hao-aaron
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  claude
  committed
  a30d632
- Drop the new unit tests
  
  hao-aaron
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  claude
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  ec6ccbd
- Merge branch 'main' into wu/keep-param-object-del-rename
  
  hao-aaron
  and
  claude
  committed
  93bbe8f

Commits

Commits on Oct 21, 2026

Commits on Oct 23, 2026

Commits on Oct 27, 2026

Commits on Oct 28, 2026