Commits · e9528f6dc614879952aa871fae8df296adcfc559 · OpenDAS / vllm_cscc

11 Apr, 2025 1 commit
- [Kernel] support merge_attn_states CUDA kernel, 3x speedup (#16173) · e9528f6d
  DefTruth authored Apr 11, 2025
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Signed-off-by: DefTruth <qiustudent_r@163.com>
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  e9528f6d
01 Apr, 2025 1 commit
- [Distributed] Add custom allreduce support for ROCM (#14125) · b7b7676d
  Ilya Markov authored Apr 01, 2025
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Signed-off-by: ilmarkov <imarkov@redhat.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
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  b7b7676d
31 Mar, 2025 2 commits
- Move dockerfiles into their own directory (#14549) · e6e3c55e
  Harry Mellor authored Mar 31, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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  e6e3c55e
- [V1] Fully Transparent Implementation of CPU Offloading (#15354) · 555aa219
  youkaichao authored Mar 31, 2025
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Signed-off-by: youkaichao <youkaichao@gmail.com>
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  555aa219
29 Mar, 2025 1 commit
- [ROCm][AMD][Build] Update AMD supported arch list (#15632) · c802f543
  Gregory Shtrasberg authored Mar 28, 2025
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
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  c802f543
27 Mar, 2025 1 commit

[Kernel] CUTLASS grouped gemm fp8 MoE kernel (#13972) · 9239bf71

ElizaWszola authored Mar 27, 2025


Signed-off-by: ElizaWszola <eliza@neuralmagic.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>

9239bf71

14 Mar, 2025 2 commits

Update to torch==2.6.0 (#12721) · 14f301b5

Michael Goin authored Mar 14, 2025


Signed-off-by: mgoin <michael@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: luka <luka@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

14f301b5

[Bugfix][Kernel]: Fix AllSpark kernel compilation errors and enable for CUDA < 12.0 (#14430) · 977a1677
Yajie Wang authored Mar 15, 2025
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Signed-off-by: wyj371990 <wyj371990@alibaba-inc.com>
```
977a1677

12 Mar, 2025 2 commits
- [FEAT] [ROCm] [Embedding] Add encoder-only model support into ROCm Flash... · 916836bb
  TJian authored Mar 13, 2025
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[FEAT] [ROCm] [Embedding] Add encoder-only model support into ROCm Flash Attention to enable embedding models. (#14664)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
```
  916836bb
- [ROCm][Bugfix] Ensure that the moe_wna16_gemm kernel is not built on ROCm platforms. (#14629) · 45f3f3f5
  Sage Moore authored Mar 12, 2025
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Signed-off-by: Sage Moore <sage@neuralmagic.com>
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  45f3f3f5
11 Mar, 2025 2 commits
- [BugFix/Build] Fix sparse kernels not getting built on hopper (#14572) · 07b4b7a3
  Lucas Wilkinson authored Mar 11, 2025
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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  07b4b7a3
- [Kernel] moe wna16 cuda kernel (#13321) · 90e88ab7
  Jinzhen Lin authored Mar 11, 2025
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  90e88ab7
08 Mar, 2025 1 commit

[Build/BugFix] Fix hopper 12.8 build (#14354) · 7caff01a

Lucas Wilkinson authored Mar 08, 2025


Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>

7caff01a

05 Mar, 2025 1 commit
- Disable GPTQ AllSpark kernels for CUDA Compiler < 12.0 (#14157) · e123aafd
  Michael Goin authored Mar 04, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
```
  e123aafd
04 Mar, 2025 1 commit
- add cutlass support for blackwell fp8 gemm (#13798) · f89978ad
  kushanam authored Mar 04, 2025
  
  f89978ad
01 Mar, 2025 1 commit
- [Misc][Kernel]: Add GPTQAllSpark Quantization (#12931) · 6a92ff93
  YajieWang authored Mar 01, 2025
  
  6a92ff93
27 Feb, 2025 1 commit

[Kernel] FlashMLA integration (#13747) · f9590390

Lucas Wilkinson authored Feb 26, 2025


Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>

f9590390

26 Feb, 2025 1 commit
- [Kernel][Build/CI] Bump CUTLASS to 3.8 and add initializers for cutlass epilogues (#13797) · 094b7d94
  Henry Tsang authored Feb 25, 2025
  
  094b7d94
25 Feb, 2025 1 commit
- [ROCm][Quantization][Kernel] Using HIP FP8 header (#12593) · aabeb268
  Gregory Shtrasberg authored Feb 25, 2025
  
  aabeb268
22 Feb, 2025 1 commit
- [NVIDIA] Support nvfp4 cutlass gemm (#13571) · e109e598
  Kaixi Hou authored Feb 22, 2025
  
  e109e598
20 Feb, 2025 1 commit
- [ROCm] MI300A compile targets deprecation (#13560) · 0023cd2b
  Gregory Shtrasberg authored Feb 20, 2025
  
  0023cd2b
14 Feb, 2025 1 commit
- [Kernel][Bugfix] Refactor and Fix CUTLASS 2:4 Sparse Kernels (#13198) · c1e37bf7
  Tyler Michael Smith authored Feb 13, 2025
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
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  c1e37bf7
13 Feb, 2025 1 commit
- [NVIDIA] Support nvfp4 quantization (#12784) · 4fc5c23b
  Kaixi Hou authored Feb 12, 2025
  
  4fc5c23b
11 Feb, 2025 1 commit

[Build] Fix cuda link target of cumem_allocator in CPU env (#12863) · da317197

Yuhong Guo authored Feb 11, 2025


Signed-off-by: YuhongGuo <yuhong.gyh@antgroup.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>

da317197

07 Feb, 2025 1 commit
- [Bugfix] FA2 illegal memory access (#12848) · ef533d25
  Lucas Wilkinson authored Feb 06, 2025
  
  ef533d25
31 Jan, 2025 1 commit
- [Kernel] Update `cutlass_scaled_mm` to support 2d group (blockwise) scaling (#11868) · 9798b2fb
  Lucas Wilkinson authored Jan 30, 2025
  
  9798b2fb
29 Jan, 2025 1 commit
- Revert "[Build/CI] Fix libcuda.so linkage" (#12552) · 73aa6cfd
  Tyler Michael Smith authored Jan 29, 2025
  
  73aa6cfd
27 Jan, 2025 1 commit
- [Build] Only build 9.0a for scaled_mm and sparse kernels (#12339) · 103bd17a
  Lucas Wilkinson authored Jan 27, 2025
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
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  103bd17a
26 Jan, 2025 2 commits
- [Build/CI] Fix libcuda.so linkage (#12424) · 72bac730
  Tyler Michael Smith authored Jan 26, 2025
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
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  72bac730
- [Bugfix][Kernel] Fix perf regression caused by PR #12405 (#12434) · 68f11149
  Lucas Wilkinson authored Jan 26, 2025
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
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  68f11149
24 Jan, 2025 2 commits

[Bugfix][Kernel] FA3 Fix - RuntimeError: This flash attention build only... · 3132a933

Lucas Wilkinson authored Jan 24, 2025


[Bugfix][Kernel] FA3 Fix - RuntimeError: This flash attention build only supports pack_gqa (for build size reasons). (#12405)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>

3132a933

[Bugfix][Kernel] Fix CUDA 11.8 being broken by FA3 build (#12375) · ab5bbf5a
Lucas Wilkinson authored Jan 24, 2025
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
```
ab5bbf5a

23 Jan, 2025 1 commit
- [Kernel] Flash Attention 3 Support (#12093) · 978b45f3
  Lucas Wilkinson authored Jan 23, 2025
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
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  978b45f3
22 Jan, 2025 1 commit
- [Core] Support fully transparent sleep mode (#11743) · 68ad4e3a
  youkaichao authored Jan 22, 2025
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Signed-off-by: youkaichao <youkaichao@gmail.com>
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  68ad4e3a
01 Jan, 2025 1 commit
- [V1] Implement Cascade Attention (#11635) · 73001445
  Woosuk Kwon authored Jan 01, 2025
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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  73001445
30 Dec, 2024 1 commit
- [Build][Kernel] Update CUTLASS to v3.6.0 (#11607) · 970d6d07
  Tyler Michael Smith authored Dec 30, 2024
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
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  970d6d07
19 Dec, 2024 1 commit
- [Bugfix][Build/CI] Fix sparse CUTLASS compilation on CUDA [12.0, 12.2) (#11311) · 5a9da2e6
  Tyler Michael Smith authored Dec 18, 2024
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
```
  5a9da2e6
18 Dec, 2024 1 commit

[Kernel]: Cutlass 2:4 Sparsity + FP8/Int8 Quant Support (#10995) · 60508ffd

Dipika Sikka authored Dec 18, 2024


Co-authored-by: Faraz Shahsavan <faraz.shahsavan@gmail.com>
Co-authored-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Rahul Tuli <rahul@neuralmagic.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>

60508ffd

13 Dec, 2024 1 commit

[torch.compile] Dynamic fp8 + rms_norm fusion (#10906) · 30870b4f

Luka Govedič authored Dec 12, 2024


Signed-off-by: luka <luka@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>

30870b4f

02 Dec, 2024 1 commit
- [Kernel] Use `out` arg in flash_attn_varlen_func (#10811) · 073a4bd1
  Woosuk Kwon authored Dec 01, 2024
```
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
```
  073a4bd1