youkaichao
1aa427fdc1
[Kernels] Add Flash Linear Attention Kernels ( #24518 )
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Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-09-10 00:04:41 +08:00
wang.yuqi
19332c0479
[Model] Systematic support for fp32 head, pooling models part ( #23810 )
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Signed-off-by: wang.yuqi <noooop@126.com>
2025-09-09 07:29:50 -07:00
Tyler Michael Smith
955c624915
[Bugfix][Wide EP] Fix redundant work when using DeepEP, TP Attn, and EP MoE ( #24134 )
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Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
2025-09-08 19:01:51 -07:00
tomeras91
e041314184
[Bugfix] Fix mamba2 prefill chunking ( #23279 )
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Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
Signed-off-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-09-08 11:42:41 +00:00
Didier Durand
f4962a6d55
[Doc]: fix typos in Python comments ( #24417 )
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-09-08 00:22:16 -07:00
Jee Jee Li
62f66be1f7
[Bugfix] Fix Qwen3-coder moe tuned config ( #24072 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-09-07 05:19:46 +00:00
Saman A. Pour
75334956c2
QWEN3 Thinking Fused MoE kernels Optimization configs ( #24330 )
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Signed-off-by: Saman Keon <samanamp@outlook.com>
2025-09-07 03:18:54 +00:00
Woosuk Kwon
4172235ab7
[V0 deprecation] Deprecate V0 Neuron backend ( #21159 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-09-06 16:15:18 -07:00
Isotr0py
00a4e56d8d
[Bugfix] Fix broken deepseek fp8 TP weights loading ( #24367 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-09-06 09:23:12 -07:00
Isotr0py
53b19ccdd5
[Core] Allow disabling TP sharding for parallel Linear layer ( #23024 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-09-05 22:53:58 -07:00
Didier Durand
35bf193864
[Doc]: fix typos in Python comments ( #24294 )
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2025-09-05 19:41:12 -07:00
Saman A. Pour
482e52f56c
QWEN3 Coder Fused MoE kernels Optimization configs ( #24266 )
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Signed-off-by: Saman Keon <samanamp@outlook.com>
2025-09-04 20:33:43 +00:00
Jee Jee Li
94866d7c93
[Misc] Slight improve deepgemm print ( #24085 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-09-04 16:06:51 +00:00
Didier Durand
83609ca91d
[Doc]: fix typos in Python comments ( #24173 )
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2025-09-04 08:52:17 -07:00
nvjullin
37241077d5
[Misc] Removed force_fp8_e4m3fnuz from FP8LinearOp ( #23725 )
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Signed-off-by: Julien Lin <jullin@nvidia.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-09-04 09:25:40 -04:00
whx
3efb9f4d95
[Attention][Platform] Refactor MLA to support Custom Op ( #23332 )
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Signed-off-by: whx-sjtu <2952154980@qq.com>
2025-09-04 02:46:37 -07:00
Li, Jiang
57b1ce94f7
[CPU] Refactor CPU unquantized linear ( #24150 )
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-09-04 14:28:45 +08:00
bnellnm
e9b92dcd89
[Kernels] Overlap shared experts with send/recv ( #23273 )
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Signed-off-by: Bill Nell <bnell@redhat.com>
2025-09-03 12:35:18 -04:00
qscqesze
6997a25ac6
[Model] Remove useless code from MiniMax implementation ( #23982 )
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Signed-off-by: QscQ <qscqesze@gmail.com>
Signed-off-by: qingjun <qingjun@minimaxi.com>
2025-09-03 11:27:04 +00:00
Didier Durand
02d411fdb2
[Doc]: fix typos in Python comments ( #24115 )
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-09-02 21:14:07 -07:00
Didier Durand
d7e1e59972
[Doc]: fix typos in Python comments ( #24093 )
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-09-02 21:05:45 -07:00
co63oc
1bd007f234
fix some typos ( #24071 )
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Signed-off-by: co63oc <co63oc@users.noreply.github.com>
2025-09-02 20:44:50 -07:00
Kyuyeun Kim
9480ae24e3
[Bugfix] Fix packed_factor missing attribute error ( #23902 )
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Signed-off-by: Kyuyeun Kim <kyuyeunk@google.com>
2025-09-02 10:56:31 -07:00
Kyle Sayers
1c41310584
[Bugfix] Fix transform_config parsing in Compressed Tensors ( #23945 )
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Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2025-09-02 13:54:10 -04:00
wang.yuqi
e0653f6c0b
[Model] Classification models support logit_bias / sigmoid_normalize ( #24031 )
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Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-09-02 16:48:57 +00:00
Yan Ma
7be0cb8e9e
[XPU][Feature] fp8 online quantization support for XPU ( #23148 )
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Signed-off-by: Yan Ma <yan.ma@intel.com>
Co-authored-by: Qiming Zhang <qiming1.zhang@intel.com>
2025-09-02 04:06:53 +00:00
Asaf Joseph Gardin
2b41cbbf03
[V1][Mamba1] - FP32 SSM Kernel Support ( #23506 )
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Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
2025-09-01 20:53:00 -07:00
Didier Durand
0235103cbb
[Doc]: fix typos in Python comments ( #24042 )
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2025-09-01 19:07:45 -07:00
Woosuk Kwon
5685370271
[Chore][V0 Deprecation] Move LogProb to a separate file ( #24055 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-09-01 12:07:53 -07:00
Kwai-Keye
7c8271cd1e
[Model]: support KeyeVL-1_5-8B ( #23838 )
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Signed-off-by: wangruitao <wangruitao@kuaishou.com>
Co-authored-by: wangruitao <wangruitao@kuaishou.com>
2025-09-01 03:50:27 -07:00
Didier Durand
107284959a
[Doc]: fix typos in Python comments ( #24026 )
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-09-01 09:38:20 +00:00
Jun-Howie
acc1a6e10a
Fix the bug related to loading GPTP INT3 weights. ( #23328 )
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Signed-off-by: JunHowie <JunHowie@aliyun.com>
Co-authored-by: JunHowie <JunHowie@aliyun.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-09-01 05:39:57 +00:00
JartX
183a70967a
[BUGFIX] GPTQ quantization compatibility for Qwen3 MOE models (AutoGPTQ and AutoRound-GPTQ) ( #23994 )
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Signed-off-by: JartX <sagformas@epdcenter.es>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-09-01 03:33:40 +00:00
Thomas Parnell
4071c76cf3
[V1] [Hybrid] Move MiniMaxLinearAttention into layers/mamba ( #23831 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-08-30 00:16:15 -07:00
Xin Yang
8fb85b7bb6
Add routed_scaling_factor to MoE grouped topk ( #23123 )
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Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-08-29 21:36:48 -07:00
Michael Goin
b7adf94c4a
Tuned H100/H200 triton fp8 block configs for fused_qkv_a_proj ( #23939 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-08-29 10:28:35 -07:00
EduardDurech
1cf3753b90
[MODEL] Apertus and XIELU ( #23068 )
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Signed-off-by: EduardDurech <39579228+EduardDurech@users.noreply.github.com>
Co-authored-by: AllenHaoHuang <allenhuangdd@gmail.com>
2025-08-29 20:29:18 +08:00
wang.yuqi
d9e00dbd1f
[Performance] V1 Classify Models E2E Performance Optimization ( #23541 )
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Signed-off-by: wang.yuqi <noooop@126.com>
2025-08-29 03:12:32 -07:00
Maximilien de Bayser
2554b27baa
[V0 Deprecation] Remove pooling model support in V0 ( #23434 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-08-29 00:04:02 -07:00
Chenheli Hua
2d0afcc9dc
[mrope][Qwen2-VL] Fix edge case where getting index of image/video token can potentially throw in default vl mrope implementation. ( #23895 )
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Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
2025-08-28 23:29:13 -07:00
Jinghui Zhang
5264015d74
[BugFix][AMD][Deepseek] fix a dtype mismatch error for deepseek running on AMD ( #23864 )
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Signed-off-by: Jinghui Zhang <jinghuizhang0804@gmail.com>
2025-08-28 22:54:12 -07:00
Chaojun Zhang
235c9db8a7
[XPU] support data parallel for MoE models on XPU ( #22887 )
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Signed-off-by: chzhang <chaojun.zhang@intel.com>
2025-08-29 09:23:04 +08:00
elvischenv
16a45b3a28
[NVIDIA] Support SiluMul + NVFP4 quant fusion ( #23671 )
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Signed-off-by: jindih <jindih@nvidia.com>
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: jindih <jindih@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedic <lgovedic@redhat.com>
2025-08-28 19:36:50 +00:00
Po-Han Huang (NVIDIA)
95089607fa
[Model][gpt-oss] Support DP+EP for GPT-OSS with FlashInfer trtllm-gen MoE ( #23819 )
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Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
2025-08-28 06:56:20 -07:00
Didier Durand
d3da2eea54
[Doc]: fix typos in Python scripts ( #23828 )
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Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-08-28 05:37:38 -07:00
JartX
3462c1c522
[FIXBUG] Add return_success parameter to moe_wna16_weight_loader function ( #22797 )
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Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-08-28 09:03:22 +00:00
Kyle Sayers
22feac8e95
[Transform] [Quantization] Add transforms to compressed tensors ( #22486 )
2025-08-28 02:43:48 -04:00
Michael Goin
a781e84ec2
[Perf] Tune configs for triton block fp8 gemm H100/H200 ( #23748 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-08-28 11:12:53 +08:00
Michael Goin
f9ca2b40a0
[Bugfix] Fix Marlin NVFP4 for modelopt ( #23659 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-08-27 17:48:16 -04:00
Yongye Zhu
082cc07ef8
DP/EP Support for gpt-oss with deepep-ht comm kernel on SM100 ( #23608 )
2025-08-27 17:33:21 -04:00