Commit Graph
2951 Commits
Author SHA1 Message Date
ErenAta16 fbb17e780b [Bugfix] Fix six quantization exception messages split across positional args (#50479)
Signed-off-by: ErenAta16 <erena6466@gmail.com>
2026-08-21 09:06:56 -07:00
Luke Alonsoandmgoin 2740c817ff [Kernel] Add b12x FP4 MoE backend (#52018)
Signed-off-by: Luke Alonso <lalonso@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2026-08-21 08:04:36 -07:00
Yan Ma 6feafb8b7d [XPU] follow cuda path for mrope on XPU (#53201)
Signed-off-by: Yan Ma <yan.ma@intel.com>
2026-08-21 10:13:27 +00:00
Thanaji Rao ThakkalapelliandKunshang Ji 9fd750f00d [XPU][INC] Add int4 w4a8 (dynamic int8 activation) backend for INC linear layers (#50501)
Signed-off-by: Thanaji Rao Thakkalapelli <thanaji.rao.thakkalapelli@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-08-21 14:38:59 +08:00
Wei ZhaoandOpenAI Codex f8e0602713 Support kimi k3 nvfp4 checkpoint (#53132)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-21 05:59:44 +00:00
Zihan Zhang b389ac2946 [Spec Decode] DFlash2: local convolution + candidate selector (#52816) 2026-08-20 22:27:22 -07:00
vhagor ba07e4a48f [Bugfix] Fix batch-invariant fp32 matmul OOR on SM89 for N=1 (#52960)
Signed-off-by: Juqi Li <2223621784@qq.com>
2026-08-21 11:46:55 +08:00
Misha GoinandOpenAI Codex bfb6c13499 [Bugfix][MoE] Tune FlashInfer experts to scheduler token limit (#52989)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-20 16:26:24 -04:00
pmanczak 44cf3f0466 [XPU][Tests] Make tests device-agnostic (#51968)
Signed-off-by: pmanczak <pawel.manczak@intel.com>
2026-08-20 02:25:41 -07:00
Anton AandRoger Wang 14617c2b6c [Bugfix] DeepEP-V2: expert_tokens_meta must be None on the decode/cudagraph path (empty recv_expert_num_tokens) (#52632)
Signed-off-by: Anton Alexander <dmvevents@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-08-20 01:11:44 -07:00
Shanshan Shen d626108b18 [ROCm][Perf] Fuse DeepSeek-V4 mHC post/pre and RMSNorm with AITER (#52737)
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
2026-08-20 04:51:04 +00:00
Summer YangandWoosuk Kwon 58e5ee0158 [refactor] consolidate cp attn ops (#52839)
Signed-off-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
2026-08-19 18:04:11 -07:00
Sage Moore 5bf0dbd6fd [Bugfix] vLLM crashes at startup when DeepEP v2 is used with --enforce-eager wiht TRTLLM Bf16 (#51824) 2026-08-19 20:18:47 -04:00
Roger Wang 755492e37d Revert "[Kernel] Gemma-4 FA4 FP8 Kernel" (#52987) 2026-08-19 10:48:46 -07:00
Yi LiuOpenAI CodexOpenAI CodexMisha Goinmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
54dd98be28 [CT] Support Humming for WNA16 MoE (#48918)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-19 12:31:32 -04:00
xuebwang-amd c676232313 [Bugfix][Quantization] Fix OCP MX MoE emulation silently skipping mxfp6 activation QDQ (#52704)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
2026-08-19 11:29:29 -05:00
akii96 583a00257d [ROCm] [Bugfix] Fix Triton fused shared expert alignment (#51632)
Signed-off-by: Aakif Nawaz <aakif.nawaz@amd.com>
2026-08-20 00:14:52 +08:00
Dinesh Chitlangia 525b7bbb3a [Bugfix][CPU] Enable C++ causal_conv1d GDN path and float32 SSM cache on non-AMX AVX-512BF16 CPUs (#49688)
Signed-off-by: Dinesh Chitlangia <dineshchitlangia@gmail.com>
2026-08-19 10:50:59 -05:00
Andreas Karatzas 17dbd42930 [ROCm] Add UE8M0 scale packing for Triton silu_mul_quant (#37835)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-08-19 10:20:05 -05:00
Andreas Karatzas 160f7f0840 [ROCm][CI] Extended Fused MoE and FP8 MoE test support (#41100)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
2026-08-19 10:19:42 -05:00
Yohann PrigentandMisha Goin be06873198 [Bugfix] compressed-tensors: restore int8 grouped WNA16 MoE support (#52002)
Signed-off-by: Yohann Prigent <prigent.yohann@gmail.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
2026-08-19 07:55:59 -07:00
Matthew Bonanniandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 8e46accab2 [Attention] Vectorize sparse MLA mask loads (#52217)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-18 20:32:41 -07:00
Li, Jiang e4d61d0d22 [CPU] Add AMX-only high-performance MLA backend for DeepSeek V2/V3/R1 (#52616)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2026-08-19 10:28:52 +08:00
Summer Yang 5f7a20b316 [nv] add pcp support in dsv3.2 (#52046)
Signed-off-by: Summer Yang <girasoleyang@gmail.com>
2026-08-18 14:59:08 -07:00
xuebwang-amdandClaude Opus 5 d3fafe0c27 [Quantization] Remove the dead ocp_mx_scheme branch from moe_kernel_quantize_input (#52603)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-18 16:42:45 -05:00
Woosuk KwonandOpenAI Codex 01e56caaf2 [Bugfix][MLA] Do not use Dense MHA for GLM-5.2 (#52512)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-18 11:20:48 -07:00
Misha GoinandOpenAI Codex bca7bea240 Remove VLLM_TEST_FORCE_FP8_MARLIN to replace with linear_backend/moe_backend (#52182)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-18 12:58:04 -04:00
fxmarty-amd 88b2bff2c6 [MOE] Standardize and abstract fused shared expert optimization selection (#51695)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
2026-08-18 12:56:56 -04:00
qli88 e8ad2855e7 [Bugfix][ROCm] Fix a few int4/int8 quantization errors (#52112)
Signed-off-by: Qiang Li <qiang.li2@amd.com>
2026-08-18 08:31:51 +00:00
Jee Jee Li 2687fec6ef Replicated embedding and norm fusion for DSV3 flat model (#48484)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
2026-08-18 14:53:21 +08:00
69d3335066 [Bugfix][Quantization] Guard the MXFP8 FlashInfer path on FlashInfer availability (#52648)
Signed-off-by: Han Li <han.li124@imperial.ac.uk>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
2026-08-17 18:38:42 -07:00
kiroxu cdb8545a91 [Kernel][Perf] Support Qwen head ratios in fused GDN MTP (#52539)
Signed-off-by: kiroxu <148877251+BabyDrangoner@users.noreply.github.com>
2026-08-17 18:17:40 -07:00
Bo Liandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> c296851a7d [MoE] Refine FlashInfer one-sided All2All integration (#51924)
Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-18 00:18:14 +00:00
Kunshang Ji 0e8989b416 [ROCm] gaurd on_gfx1250 call with rocm platform (#52625)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
2026-08-18 08:05:48 +08:00
Jakub ByczkowskiandCopilot c296cf8259 [Bugfix] Add forward_xpu to XDRotaryEmbedding for HunyuanOCR on XPU (#52174)
Signed-off-by: Jakub Byczkowski <jakub.byczkowski@intel.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-08-18 07:54:05 +08:00
Wei Zhao d1e3eee6fb [Spec decode] Support Kimi-K3 DCP with DSpark (#52188)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
2026-08-17 13:08:45 -07:00
75dde08d3f [Perf][MoE] Optimize deepep_v2 receiver CPU Overhead (#51114)
Signed-off-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-08-17 18:21:32 +00:00
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟 cfbc5afbf7 [BugFix] lora_base_layer / routed_experts order in expert param mapping (#52552)
Signed-off-by: Hollow Man <hollowman@opensuse.org>
2026-08-17 17:40:51 +00:00
Jiangyun ZhuOpenAI CodexBenjamin Chislettmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
70afdedc10 [K3] support recoverssm for K3 (#51855)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-17 19:34:14 +08:00
pmanczak cc7cf71fc8 [XPU] Enable Kimi K3 KDA kernel tests on XPU (#51809)
Signed-off-by: pmanczak <pawel.manczak@intel.com>
2026-08-17 17:21:34 +08:00
pavelzak 7ea4b40954 [Hardware][NVIDIA] Add GB10 fused-MoE fp8 tuning configs (E=256, E=512) (#52502) 2026-08-16 20:04:15 -07:00
Wentao Ye 7d7b6f26f4 [Refactor] Remove dead code for quantization (#52221)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-08-16 13:10:16 -04:00
Gabriel Wu 97388c44f9 [Bugfix] Make DSV4 sparse MLA work end-to-end for plain decode, MTP, and DSpark (#51538) 2026-08-15 07:01:32 -07:00
Nick HillandClaude Opus 4.8 615d4cfade [Core] Check for GPU<->CPU syncs during CI (#43107)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-08-14 17:42:05 -07:00
sroberts-amdandStacy Roberts c794754062 [ROCm]Remove special-case SiTU support model-specific gating (#50597)
Signed-off-by: Stacy Roberts <sroberts@amd.com>
Signed-off-by: Stacy Roberts <robers23@utexas.edu>
Co-authored-by: Stacy Roberts <robers23@utexas.edu>
2026-08-14 13:38:04 -05:00
Lucas WilkinsonandClaude 57bd0ed441 [5/N][KV-Cache Layout Refactor] Backend-published KV packing via customize_spec (#51704)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-08-14 09:47:55 -04:00
1be3628367 [Kernel][Perf] Add fused CUDA post-conv MTP decode kernel for Qwen3.5 GDN (#51674)
Signed-off-by: Jie Fang <jief@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-08-14 11:44:45 +08:00
827a2af806 [Kernel] Gemma-4 FA4 FP8 Kernel (#48666)
Signed-off-by: Qixiang Lin <qixiangl@nvidia.com>
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
Co-authored-by: Qixiang Lin <qixiangl@nvidia.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
2026-08-13 17:42:00 -07:00
bastefaniak 71b0da7c4e [Bugfix] Fix .../mrope.py::apply_interleaved_rope() when torch.compile is used in torch==2.13 (#52005)
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
2026-08-13 22:08:40 +00:00
fxmarty-amd 48825acc23 [Quantization] Remove dead QuantizationConfig.is_mxfp4_quant (#51793)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
2026-08-13 13:58:31 -04:00