Commits · 4de7146351d67be0010b7007ba4da48462962153 · OpenDAS / vllm_cscc

"csrc/quantization/w8a8/int8/scaled_quant.cu" did not exist on "4068f4b5b5dc5e2d1114be0cbb126bc44fb4e906"

17 Jul, 2025 8 commits
- [V0 deprecation] Remove V0 HPU backend (#21131) · 4de71463
  Woosuk Kwon authored Jul 17, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  4de71463
- [Model] Update pooling model interface (#21058) · 90bd2ab6
  Cyrus Leung authored Jul 18, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  90bd2ab6
- [Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762) · 9fb2d220
  ElizaWszola authored Jul 17, 2025
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Signed-off-by: ElizaWszola <ewszola@redhat.com>
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  9fb2d220
- [Docs] Improve docstring formatting for `FusedMoEParallelConfig.make` (#21117) · fe8a2c54
  Harry Mellor authored Jul 17, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  fe8a2c54
- [Model] Add ToolParser and MoE Config for Hunyuan A13B (#20820) · 5a7fb3ab
  Asher authored Jul 17, 2025
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Signed-off-by: Asher Zhang <asherszhang@tencent.com>
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  5a7fb3ab
- [Kernel] DeepGemm MoE : Integrate triton permute / unpermute kernels (#20903) · 11dfdf21
  Varun Sundar Rabindranath authored Jul 17, 2025
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Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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  11dfdf21
- [Bugfix] Fix Machete zero point issue for GPTQ models on SM90 (#21066) · 28a6d542
  Michael Goin authored Jul 16, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  28a6d542
- [Bugfix] weight loading use correct tp_group with patch_tensor_parallel_group (#21024) · c9ba8104
  Kevin_Xiong authored Jul 17, 2025
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Signed-off-by: KevinXiong-C <kevin_xiong1997@outlook.com>
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  c9ba8104
16 Jul, 2025 5 commits
- Support FP8 Quantization and Inference Run on Intel Gaudi (HPU) using INC... · 01513a33
  Nir David authored Jul 16, 2025
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Support FP8 Quantization and Inference Run on Intel Gaudi (HPU) using INC (Intel Neural Compressor) (#12010)
Signed-off-by: Nir David <ndavid@habana.ai>
Signed-off-by: Uri Livne <ulivne@habana.ai>
Co-authored-by: Uri Livne <ulivne@habana.ai>
```
  01513a33
- [Model] Consolidate pooler implementations (#20927) · 1c3198b6
  Cyrus Leung authored Jul 16, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  1c3198b6
- [CI] update typos config for CI pre-commit and fix some spells (#20919) · 1eb2b9c1
  Peter Pan authored Jul 16, 2025
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Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
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  1eb2b9c1
- [Doc] Remove duplicate docstring (#21012) · 76ddeff2
  Wentao Ye authored Jul 15, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  76ddeff2
- [Bugfix] Correct per_act_token in CompressedTensorsW8A8Fp8MoECutlassM… (#20937) · fcb9f879
  Ming Yang authored Jul 15, 2025
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Signed-off-by: Ming Yang <minos.future@gmail.com>
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  fcb9f879
15 Jul, 2025 5 commits
- [BugFix] fix 3 issues: (1) using metadata for causal-conv1d, (2) indexing... · f29fd8a7
  Tuan, Hoang-Trong authored Jul 15, 2025
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[BugFix] fix 3 issues: (1) using metadata for causal-conv1d, (2) indexing overflow in v1 vLLM, and (3) init_states in v0 (#20838)
Signed-off-by: Tuan M. Hoang-Trong <tmhoangt@us.ibm.com>
Co-authored-by: Tuan M. Hoang-Trong <tmhoangt@us.ibm.com>
```
  f29fd8a7
- [V1] [Hybrid] Refactor mamba state shape calculation; enable V1 via cli (#20840) · 3534c39a
  Thomas Parnell authored Jul 15, 2025
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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  3534c39a
- Enabled BnB NF4 inference on Gaudi (#20172) · 016b8d1b
  Ruheena Suhani Shaik authored Jul 15, 2025
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Signed-off-by: Ruheena Suhani Shaik <rsshaik@habana.ai>
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  016b8d1b
- Use w8a8 quantized matmul Pallas kernel (#19170) · d4170fad
  XiongfeiWei authored Jul 14, 2025
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Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com>
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  d4170fad
- [Bugfix] Fix incorrect dispatch for CutlassBlockScaledGroupedGemm and DeepGEMM (#20933) · bcdfb2a3
  Michael Goin authored Jul 15, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  bcdfb2a3
14 Jul, 2025 2 commits
- Fix overflow indexing in causal_conv1d kernel (#20938) · 86f3ac21
  Thomas Parnell authored Jul 14, 2025
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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  86f3ac21
- [Misc] ModularKernel : Perform WeightAndReduce inside TritonExperts & DeepGemmExperts (#20725) · c0569dbc
  Varun Sundar Rabindranath authored Jul 15, 2025
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Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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  c0569dbc
13 Jul, 2025 4 commits
- [V1] [ROCm] [AITER] Upgrade AITER to commit `916bf3c` and bugfix APIs (#20880) · 80d38b8a
  TJian authored Jul 13, 2025
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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  80d38b8a
- [Refactor] Change the way of import triton (#20774) · c1acd6d7
  Wentao Ye authored Jul 12, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  c1acd6d7
- [Bugfix] Fix a couple PPLX+CUTLASS MoE bugs (#20825) · 3b3b778d
  ElizaWszola authored Jul 13, 2025
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Signed-off-by: ElizaWszola <ewszola@redhat.com>
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  3b3b778d
- [Perf] Use Triton instead of Torch for DeepGEMM Per Token Group Quant (#20841) · 42d440c2
  Wentao Ye authored Jul 12, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  42d440c2
12 Jul, 2025 7 commits
- [Bugfix] Restrict Machete to only run on Hopper (#20830) · 6e2c176e
  Michael Goin authored Jul 13, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  6e2c176e
- [Model] New model support for microsoft/Phi-4-mini-flash-reasoning (#20702) · 2c11a738
  Congcong Chen authored Jul 12, 2025
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Signed-off-by: Congcong Chen <congcongchen@microsoft.com>
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  2c11a738
- Enable ModelOpt Llama4 fp8 checkpoint deployment (#20419) · 4afe687a
  Zhiyu authored Jul 11, 2025
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Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
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  4afe687a
- [Bug] Fix DeepGemm for EP low latency case (#20833) · 0d4891cd
  Wentao Ye authored Jul 12, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  0d4891cd
- [Bugfix] : Fix typo - logger.warn_once -> logger.warning_once (#20852) · 890323dc
  Varun Sundar Rabindranath authored Jul 12, 2025
  
  890323dc
- [Bugfix] Lazy import fused_experts in BitsAndBytesMoEMethod to avoid break... · b1235c3e
  Li, Jiang authored Jul 12, 2025
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[Bugfix] Lazy import fused_experts in BitsAndBytesMoEMethod to avoid break not-cuda-alike devices  (#20822)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
```
  b1235c3e
- [Misc] Restrict deep_gemm's log output (#20827) · 44d02f54
  Jee Jee Li authored Jul 12, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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  44d02f54
11 Jul, 2025 6 commits
- [Misc] Add unit tests for MoE ModularKernel combinations + Profiling utility (#20449) · 53fa4573
  Varun Sundar Rabindranath authored Jul 11, 2025
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Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
```
  53fa4573
- [Quantization][1/N] MoE support BNB-Inflight Quantization (#20061) · 8020e98c
  Jee Jee Li authored Jul 11, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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  8020e98c
- [V1] Enable Mamba2 layers other than MambaMixer2 in the v1 engine (#20660) · 5d09152f
  nopperl authored Jul 11, 2025
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Signed-off-by: nopperl <54780682+nopperl@users.noreply.github.com>
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  5d09152f
- [Perf][fp8] Use CustomOp abstraction for fp8 quant for better perf (#19830) · 31d5c179
  Luka Govedič authored Jul 11, 2025
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Signed-off-by: Luka Govedic <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  31d5c179
- [Feature] Integrate SM100 DeepGEMM support (#20087) · e2de455c
  Wentao Ye authored Jul 10, 2025
  
  e2de455c
- [fix]: disable cutlass block scaled group gemm for EP (#20781) · 5923ab95
  Duncan Moss authored Jul 10, 2025
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Signed-off-by: Duncan Moss <djm.moss@gmail.com>
```
  5923ab95
10 Jul, 2025 3 commits

[Misc] MoE ModularKernel : Introduce TopKWeightAndReduce (#20648) · f0c98cae

Varun Sundar Rabindranath authored Jul 10, 2025


Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>

f0c98cae

[Bugfix] Fused MoE Modular Kernel chunking loop (#20392) · fdadb6f4

Varun Sundar Rabindranath authored Jul 10, 2025


Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>

fdadb6f4

[Bugfix] Remove assertion of expert_map being None (#20714) · 3de2ed76
Ming Yang authored Jul 10, 2025
```
Signed-off-by: Ming Yang <yming@meta.com>
Signed-off-by: Ming Yang <minos.future@gmail.com>
```
3de2ed76