Commits · c1ffcb55da6a63b9db6d1fa984b93e1b9d5dbcc6 · OpenDAS / vllm_cscc

03 Oct, 2025 8 commits
- [Refactor] Optimize FP8 MOE Backend Choice and Log (#26044) · c1ffcb55
  Wentao Ye authored Oct 03, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  c1ffcb55
- [Quantization/NVFP4] Speed up TRTLLM NVFP4 MOE weight loading and fix K/V... · a2691733
  Pavani Majety authored Oct 03, 2025
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[Quantization/NVFP4] Speed up TRTLLM NVFP4 MOE weight loading and fix K/V scale loading for MLA Attn (#25968)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
```
  a2691733
- [BugFix][QWEN-VL]fix wrong apply_rotary_emb_torch selection introduced by #24642 (#26123) · dd96465f
  Chendi.Xue authored Oct 03, 2025
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Signed-off-by: Chendi Xue <Chendi.Xue@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
```
  dd96465f
- [backends][short_conv] CUDA graph piecewise edits (#24215) · 5f42fc53
  Paul Pak authored Oct 03, 2025
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Signed-off-by: Paul Pak <paulpak58@gmail.com>
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  5f42fc53
- [Doc] Fixed shape description for fused_batched_moe.py (#25668) · aa5053e3
  Egor authored Oct 03, 2025
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Signed-off-by: Egor <e.a.krivov@gmail.com>
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  aa5053e3
- [Misc] Remove typing.List (#26150) · 8c911718
  Varun Sundar Rabindranath authored Oct 03, 2025
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Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
```
  8c911718
- `FusedMoE` support for the Transformers backend (#22650) · 10d76548
  Harry Mellor authored Oct 03, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  10d76548
- [Bugfix] Fix import `gemm_afp4wfp4` failure on AMD (#26068) · 711f4856
  Zhewen Li authored Oct 02, 2025
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Signed-off-by: zhewenli <zhewenli@meta.com>
```
  711f4856
02 Oct, 2025 3 commits

Fix MTP with deepep_low_latency (#25904) · 13cdc021
Matthew Bonanni authored Oct 02, 2025
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
```
13cdc021

[Perf] Fix and reapply move apply w8a8 block fp8 linear to class (#25696) · 502640c3

ElizaWszola authored Oct 02, 2025


Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>

502640c3

[Qwen][ROCm] Flash Attention Rotary Embeddings (#24642) · 5e4a8223
vllmellm authored Oct 02, 2025
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
```
5e4a8223

01 Oct, 2025 2 commits
- Support RL online quantization with torchao (#23014) · c3124680
  Jerry Zhang authored Oct 01, 2025
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Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
```
  c3124680
- [Log] Optimize Log for FP8MOE (#25709) · 12449488
  Wentao Ye authored Sep 30, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  12449488
30 Sep, 2025 7 commits

[Llama4] [multimodal] Fix misplaced dtype cast of `cos_sin_cache` in... · 43b752c3

cjackal authored Oct 01, 2025


[Llama4] [multimodal] Fix misplaced dtype cast of `cos_sin_cache` in `Llama4VisionRotaryEmbedding` (#25889)
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>

43b752c3

[Bug] Fix AttributeError: 'QKVParallelLinear' object has no attribute 'orig_dtype' (#25958) · e6a226ef
Wentao Ye authored Sep 30, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
e6a226ef
[Bugfix] Fix accuracy issue of TRTLLM FP8 MOE and improve logging (#25895) · ef283548
Pavani Majety authored Sep 30, 2025
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Signed-off-by: Pavani Majety <pmajety@nvidia.com>
```
ef283548
[Kernel][Moe Configs] Add more tuned triton configs for ExpertsInt8 and FP8 (#25858) · 35fe398c
Asaf Joseph Gardin authored Sep 30, 2025
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Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
```
35fe398c

[New Model] DeepSeek-V3.2 (Rebased to Main) (#25896) · fa7e254a

Yongye Zhu authored Sep 30, 2025


Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>