Commit Graph
2518 Commits
Author SHA1 Message Date
Rohan PotdarandAndreas Karatzas 5b6b536fdc [ROCm][Bugfix] Make intermediate_pad TP-aware in rocm_aiter_fused_experts (#44679)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-06-10 15:10:50 -05:00
bnellnm 29026682cb [Bugfix] Fix nemotron accuracy drop introduced by #41184 (#45037)
Signed-off-by: Bill Nell <bnell@redhat.com>
2026-06-10 13:16:25 -04:00
Roberto L. Castro 6850839c6f [Perf] Fix dsv3_router_gemm heuristic (#44217)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
2026-06-10 06:08:41 -07:00
Michael GoinandClaude 87c15d46e3 [Bugfix] Lazily import the humming quantization backend (#44921)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-06-10 06:06:17 -07:00
Shantipriya Parida a1ec011a83 [Bugfix] Add deepseek_v32 to Quark dynamic MXFP4 model type check (#39498)
Signed-off-by: Shantipriya Parida <shantipriya.parida@amd.com>
2026-06-10 02:52:33 -07:00
JartXandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 32daf56b42 [Refactor] Rename rocm_moe.py to rocm_moe_rdna.py (#45011)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-10 17:02:09 +08:00
xiaohuguo2023 bb78168b21 [ROCm][gpt-oss] Hybrid CDNA4 swizzle gate for A8W4 MoE (#44804)
Signed-off-by: Xiaohu Guo <Xiaohu.Guo@amd.com>
2026-06-09 23:59:44 -07:00
Fangzhou AiandvLLM Contributor 01d8cd92dd [ROCm][Perf] Use fused softplus-sqrt-topk router under AITER fused-MoE (#44945)
Co-authored-by: vLLM Contributor <contributor@vllm.ai>
2026-06-09 17:53:05 +00:00
Jiangyun Zhu 7a89b72564 [Perf] fuse qk rmsnorm rope gate for qwen3.5 (#44176)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2026-06-09 22:12:17 +08:00
Jee Jee Li dc10e467a9 [Bugfix] Fix minimax_qk_norm_fusion (#44983) 2026-06-09 06:43:46 -07:00
Qiuyang Yue 59401ac9f1 [Kernel][Perf] Tune fused_moe FP8 config for Qwen3-Next-80B tp=4 on H100 (+25% at batch 96-512) (#44830)
Signed-off-by: Qiuyang Yue <yueqiuyang1389@gmail.com>
2026-06-09 04:15:51 -07:00
Ma Jian 70db1488c5 [DSV4][XPU] Add MHC fused_post_pre support (#44144)
Signed-off-by: Ma Jian <jian1.ma@intel.com>
2026-06-09 17:23:17 +08:00
Tyler Michael SmithandClaude Opus 4.6 e2f993dc41 [WideEP] Integrate DeepEP v2 (#41183)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-06-08 18:07:29 -07:00
Michael Goin 6afa25000c [Bugfix] Canonicalize FP8 weight layout to (K, N) at the source (#44735)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-06-08 14:37:36 -06:00
bnellnm dc68bd8c41 [MoE Refactor] FusedMoE/MoERunner inversion refactor (#41184)
Signed-off-by: Bill Nell <bnell@redhat.com>
2026-06-08 10:42:58 -04:00
Walter Beller-Moralesandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 753e9d55e6 [Quantization] add online fp8 ptpc (#44132)
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-08 22:42:11 +08:00
Yan Ma 54c660c3a6 [XPU][Minor] format moe kernel name and add in kernel list (#44771)
Signed-off-by: Yan Ma <yan.ma@intel.com>
2026-06-08 13:58:16 +08:00
Ma Jian eebce65756 [XPU]feat: add DeepSeek-V4 XPU attention decode path (#42953)
Signed-off-by: Ma Jian <jian1.ma@intel.com>
2026-06-08 13:27:12 +08:00
Taneem Ibrahim 5633405964 Added extra_repr() to pooler classes to improve debuggability (#44805)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-06-08 03:19:31 +00:00
zofiaandKunshang Ji 6181e80fe0 [XPU] add xpu branch in compressed_tensors_moe_w4a4_mxfp4 (#44540)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Co-authored-by: Kunshang Ji <jikunshang95@gmail.com>
2026-06-07 12:27:34 +08:00
JartXandTJian 062b05ff3a [ROCm][Perf] Fused MoE W4A16 HIP kernel for AMD RDNA3 (gfx1100) (#44075)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-06-06 15:30:39 -05:00
Vadim Gimpelsonandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> fa27d4e9cf [PERF] [Qwen3.5] Split mixed prefill+decode batches: route decodes to the recurrent kernel (#44700)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-06 22:13:50 +08:00
00d1fb7747 [Bugfix][ROCm] ApplyRotaryEmb: fall back to native when flash_attn rotary grid would exceed the HIP per-dim limit (#43684)
Signed-off-by: vLLM ROCm fix <noreply@example.com>
Signed-off-by: amd-fuweiy <fuweiy@amd.com>
Co-authored-by: vLLM ROCm fix <noreply@example.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-06-06 02:29:16 -07:00
aoshen02andClaude Opus 4.8 f87df1df9e [Bugfix][MoE] Snapshot max_cudagraph_capture_size into FusedMoEConfig (#44613)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-05 23:14:41 -07:00
Taneem Ibrahim eafbb06331 [Misc] Replaced asserts with proper exceptions to improve UX for pooling (#44593)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-06-06 05:57:26 +00:00
Terrence Zhao a50e675b0d [Cohere] fix RoutingMethodType (#44021)
Signed-off-by: Terrencezzj <terrence@cohere.ai>
2026-06-05 16:25:53 -07:00
Harry Mellor ef0df7dbd6 [CI] Bump mypy version 1.19.1 -> 1.20.2 (#44647)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-06-05 14:56:27 +00:00
Harry Mellor a80af24356 Speed up docs build (#44635)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-06-05 14:51:44 +00:00
Harry Mellorandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 62215e72c6 Remove KV cache scale boilerplate from model weight loading methods (#43167)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-05 05:19:04 -07:00
zofia 063ce98fb7 [XPU][MoE] support block_fp8_moe on xpu (#42139)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Signed-off-by: zofia <110436990+zufangzhu@users.noreply.github.com>
2026-06-05 08:36:58 +08:00
Schwinn Saereesitthipitak b7c5baf63d fix: keep DeepSeek V4 RoPE cache on inv_freq device (#43926)
Signed-off-by: Schwinn Saereesitthipitak <schwinns@nvidia.com>
Signed-off-by: Schwinn Saereesitthipitak <17022745+galletas1712@users.noreply.github.com>
2026-06-05 02:30:29 +04:00
Jiangyun Zhu a55fccfc7c [mamba] unify KDA conv states into one cache to match 2-state SSM layout (#44539) 2026-06-04 20:38:05 +02:00
Agata Dobrzyniewicz a947f7a420 [Kernel][Test] Extend lightning_attn and awq_triton kernel tests to XPU (#43307)
Signed-off-by: Dobrzyniewicz, Agata <agata.dobrzyniewicz@intel.com>
2026-06-04 14:25:59 -04:00
bnellnm 439203d32c [Bugfix] Fix test_cutlass_moe.py (#44380)
Signed-off-by: Bill Nell <bnell@redhat.com>
2026-06-04 14:18:52 -04:00
Michael Goin 06ee2d8433 [Quant] Support compressed-tensors WNA8O8Int linears and WNInt embeddings (#44340)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-06-04 07:40:33 -07:00
Dipika Sikka e68988a248 Refactor CT NVFP4 linear to use a single class (#42443) 2026-06-04 08:25:08 -04:00
wangxiyuanandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 90619351e3 [Attention] Mamba attention module refactor - LINEAR (#43556)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-04 18:45:29 +08:00
Jiahan Chang (Cyrus)mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Jiangyun Zhu
d0975a4b50 [perf] Add gemma RMS AR fusion (#42646)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2026-06-04 01:33:59 -07:00
Wentao Ye dad95e34d8 [Feature] Support batch invariant rms norm with residual (#42453)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-06-03 15:22:01 -04:00
Wentao Ye 2b91012650 [Refactor] Remove dead code fp quant (#44122)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-06-03 14:22:23 -04:00
Wei Zhaoandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> ace95c9cf8 [Bugfix] Update TrtLLM MoE routing methods (#44347)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-03 02:56:43 -07:00
9af53a3c13 [Perf] Add tuned selective_state_update configs for H200 and RTX PRO … (#44251)
Signed-off-by: Majid Taheri Andani <tahemaji@amazon.com>
Co-authored-by: Majid Taheri Andani <tahemaji@amazon.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
2026-06-02 23:59:01 -07:00
Charlie Fu 71df063c49 Enable perf_token_group_quant/_C_stable_libtorch for ROCm (#42758)
Signed-off-by: charlifu <charlifu@amd.com>
2026-06-02 23:23:28 -07:00
Junhao ShenandVadim Gimpelson a4ac746405 [MoE/b12x] Accept W4A16 (kNvfp4Static, None) in FlashInferB12xExperts supports check (#43332)
Signed-off-by: Junhao Shen <junshen@nvidia.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
2026-06-02 15:20:37 -07:00
SeongJun Leeandlesj0610 3099de3617 [Kernel][MoE] Add GELU_TANH to CPU, CUTLASS, and WNA16 MoE backends (#42027)
Signed-off-by: lesj0610 <lesj0610@users.noreply.github.com>
Co-authored-by: lesj0610 <lesj0610@users.noreply.github.com>
2026-06-02 17:12:08 -04:00
afcb580715 [BugFix] Fix Humming MoE deploy error (#43100)
Signed-off-by: Alireza Dadgarnia <dadgarnia@Alirezas-MacBook-Pro-2.local>
Signed-off-by: Alireza Dadgarnia <49554709+adotdad@users.noreply.github.com>
Co-authored-by: Alireza Dadgarnia <dadgarnia@Alirezas-MacBook-Pro-2.local>
Co-authored-by: Jinzhen Lin <linjinzhen@hotmail.com>
2026-06-02 09:32:50 -07:00
Brian Dellabetta 774e552397 [compressed-tensors] Asymmetric support for MoE WNA16 marlin (#44025)
Signed-off-by: Brian Dellabetta <bdellabe@redhat.com>
2026-06-02 08:51:45 -07:00
IdoAtadTD c91a87f01a [BugFix] [GDN] Read linear_key_head_dim from hf_text_config for multimodal models (#43978)
Signed-off-by: IdoAtadTD <ido.atad@twodelta.com>
2026-06-02 17:17:55 +03:00
TomerBN-NvidiaandMichael Goin 0cbc48c4f9 Support ModelOpt MXFP8 non-gated MoE (#42958)
Signed-off-by: tbarnatan <tbarnatan@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-06-02 13:56:03 +00:00
Marceli FylcekandKunshang Ji f69ede495b [XPU][Mamba] Triton-based selective scan forward op for XPU (#43421)
Signed-off-by: Marceli Fylcek <marceli.fylcek@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-06-02 03:50:26 -07:00