Commit Graph
4949 Commits
Author SHA1 Message Date
TJian 599e75f432 [ROCm] [Bugfix] Fix DeepSeek V4 Functionality and Accuracy (#42810)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2026-05-17 12:18:50 -04:00
Taneem Ibrahim 1c8e9c0399 Refactor: Pass num_labels explicitly to PoolerClassify instead of reading from global config (#42851)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-05-17 14:40:21 +00:00
zofiaandKunshang Ji 0fa888465e [XPU] fix weight scale shape (#42725)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-05-17 16:55:10 +08:00
weizhoublue a94189295b Fix Weight loading for Qwen3.5-MTP and Qwen3-VL using runai_streamer (#42716)
Signed-off-by: weizhoublue <weizhou.lan@daocloud.io>
2026-05-16 17:54:27 -07:00
Artem PerevedentsevandVadim Gimpelson 0867497368 [CI/Build] Bump flashinfer to v0.6.11.post2 (#41711)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
2026-05-16 14:55:12 -07:00
Taneem Ibrahim 787bc0d031 Add unit tests for pooler activation functions (#42824)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-05-16 14:58:16 -04:00
weizhoublue d1586e1a12 Fix: Propagate pinned model revisions into Ultravox secondary weight loading (#42830) 2026-05-16 17:02:54 +00:00
Jiangyun Zhu 8a56da3845 [Experimental] Breakable CUDA graph (#42304)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2026-05-16 22:04:12 +08:00
Michael Goin 852f567444 [Bugfix] Respect explicit --kv-cache-dtype over checkpoint kv_cache_scheme (#42782)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-05-15 17:15:52 -07:00
Michael Goin b2a27b82d9 [Kernel][UX] Add --linear-backend arg for linear kernel selection (#39538)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-05-15 17:07:39 -07:00
1ccdf87507 [Bugfix] Fix layerwise reload alias-buffer corruption (#42481)
Signed-off-by: rasdani <73563550+rasdani@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-05-15 15:20:53 -07:00
06d020bb6e [Bugfix] Fix SM121 (DGX Spark) exclusion from Marlin/CUTLASS FP8 paths (#35568)
Signed-off-by: Blake Ledden <blake@secondnaturecomputing.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
2026-05-15 10:59:00 -07:00
Wentao Ye 491e8d8539 [Perf] Optimize MLA attention _v_up_proj bmm by removing additional copy (#42561)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-05-15 08:14:26 -07:00
L.B.R.andL.B.R. d792d993c1 [ROCm] Widen OAI Triton MoE capability range to include gfx12 (RDNA4) (#37826)
Signed-off-by: L.B.R. <lbr@mmonad.com>
Co-authored-by: L.B.R. <lbr@mmonad.com>
2026-05-15 07:59:57 -07:00
Benjamin Chislett 0fe7550254 [Bugfix] DFlash FP8 KV-Cache (#42692)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
2026-05-15 08:29:45 -06:00
pmaybankandTJian 1dc3fe08ea gemma3 multi-gpu bug-fix (#42630)
Signed-off-by: Philip Maybank <pmaybank@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-05-15 02:32:05 -07:00
Juan Pérez de AlgabaandCyrus Leung d26a28ab03 fix: propagate revision/code_revision pins to all artifact boundaries (#42616)
Signed-off-by: jperezde <jperezde@redhat.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-05-15 02:31:54 -07:00
bobofang_amdandTJian ccde9540be DeepSeekV4-Pro enable cuda graph full and piecewise mode (#42604)
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-05-15 01:45:30 -07:00
Isotr0pyandzxy faa4b76afa [Model] Support InternS2 Preview (#42705)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: zxy <46674730+CUHKSZzxy@users.noreply.github.com>
2026-05-14 21:30:26 -07:00
fa2a33b893 [Quant] Consolidate GPTQ: rename gptq_marlin.py to auto_gptq.py (#38288)
Signed-off-by: Chengyi Nie <cnie@roblox.com>
Co-authored-by: Chengyi Nie <cnie@roblox.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-15 08:25:52 +08:00
Yongye ZhuandClaude f8848b2f2d [Bugfix] Add swiglu limits to deepgemm fp8 methods (#41986)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-05-14 15:43:13 -07:00
Charlie Fu 4cfcc0866f [CI][ROCm] Remove unsupported cases in test_fusion.py (#38680)
Signed-off-by: charlifu <charlifu@amd.com>
2026-05-14 17:37:18 -04:00
TresandCursor f887aa1a53 [Aiter][ROCm] RMSNormGated+GroupedQuantFP8 fusion (#40710)
Signed-off-by: Tres Popp <tres.popp@amd.com>
Signed-off-by: Tres Popp <trespopp@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-14 15:37:09 -04:00
Matthew Bonanni 9898f94abe [Attention] Remove deprecated MLA prefill arguments (#42555)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2026-05-14 10:34:06 -07:00
Baorun (Lauren) Mu a7737cb4f3 [Fix] Misc Fixes in ViT CUDA Graph (#38040)
Signed-off-by: Baorun Mu <bmu@nvidia.com>
2026-05-14 23:49:06 +08:00
Cyrus Leung b8a25d0e12 [Bugfix] Fix LM detection for Nemotron Parse (#42641)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-05-14 23:42:10 +08:00
c7560af424 [RFC] Replace shared-memory routed experts with ModelRunnerOutput transfer and HTTP support (#39568)
Signed-off-by: xhx1022 <1737006628@qq.com>
Signed-off-by: arlenxu <arlenxu@tencent.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: arlenxu <arlenxu@tencent.com>
Co-authored-by: Junjie Zhang <junj.jay.zhang@gmail.com>
2026-05-14 14:12:30 +00:00
Jee Jee Lijeejeeleemergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
0a65d46628 [DSV4] Fuse norm and router for low latency scenario (#41263)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: jeejeelee <jeejeelee@verda-b300-05.datacrunch.io>
Co-authored-by: jeejeelee <jeejeelee@verda-b300-05.datacrunch.io>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-05-14 05:11:02 -07:00
Zhenzhong Xu 1ea9401364 [Quantization][Autoround][Toolkit] Add W4A16 Support (#39778)
Signed-off-by: Zhenzhong1 <zhenzhong.xu@intel.com>
Signed-off-by: Zhenzhong Xu <zhenzhong.xu@intel.com>
2026-05-14 19:18:49 +08:00
Libin Tangandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 9946c38b7f [XPU] Fix double-transpose in XPUFP8ScaledMMLinearKernel for W8A8 quant method (#41689)
Signed-off-by: Libin Tang <libin.tang@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-05-14 17:17:39 +08:00
rasmith 768f4a6f26 [CI][AMD][BugFix] Prevent triton compiler error when running test_moe_layer with use_ep = True on ROCm (#40857)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
2026-05-14 08:44:22 +00:00
aoshen02 8c79ad6580 Revert "[Core] Replace routing replay with device cache and async D2H pipeline" (#39917) (#42434)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
2026-05-13 23:49:01 -07:00
Yongye ZhuandRoger Wang 0d2732dd91 [MLA Attention Backend] Add TOKENSPEED_MLA backend for DSR1/Kimi K25 prefill + decode on Blackwell (#41778)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-05-13 23:48:02 -07:00
Rebecca Lee fd7d858c8a Use hidden_pad and intermediate_pad from vLLM #34301 (#42098)
Signed-off-by: Rebecca Lee <Rebecca.Lee@amd.com>
2026-05-14 14:21:04 +08:00
Harsh ShahandHarsh Shah ca60a4e84f [Fix] Weight loading for qwen3_5 using runai_streamer (#42521)
Signed-off-by: Harsh Shah <iharsh@google.com>
Co-authored-by: Harsh Shah <iharsh@google.com>
2026-05-14 10:36:20 +08:00
Kunshang Ji 751b9f14bd [XPU][CT] Support mxfp8 moe model (#41918)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
2026-05-14 09:47:10 +08:00
Mohammad Miadh Angkad f1cc7aad3c [Bugfix] Fix DeepSeek V4 MTP HC state handling (#42320)
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
2026-05-13 15:44:52 -07:00
liangel-02 6b5c389ee3 expose flex block size for batch invariant mode (#41252)
Signed-off-by: Angel Li <liangel@meta.com>
2026-05-13 14:11:57 -07:00
Michael Goin 8efd508204 [Quantization] Rework quantization_config to use QuantKey and allow for activation override (#41566) 2026-05-13 16:58:32 -04:00
Wentao Ye 3f611f6106 [CI] Fix pre-commit issue (#42563)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-05-13 12:37:26 -07:00
fxmarty-amdandKyle Sayers 40330967ab [Quark] Support loading Quark NVFP4 checkpoints in vLLM (#35859)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Kyle Sayers <kylesayrs@gmail.com>
2026-05-13 11:17:36 -07:00
John CalderonandRoger Wang b3c69595a6 [MM][CG] Support ViT CG for Qwen2-VL (#41736)
Signed-off-by: John Calderon <jcalderon@nvidia.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-05-14 01:52:35 +08:00
Michael GoinandClaude Opus 4.6 2f821faeae [Spec Decode] Support hybrid attention models in extract_hidden_states (#39949)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-05-13 10:45:53 -07:00
Noelia BentancorCopilot Autofix powered by AIWentao Yemergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
5794c65f8c [Bugfix][Model] Gemma4 MoE routing closure captures per_expert_scale, breaking functional_call substitution (#42250)
Signed-off-by: Noelia <noeliabentancor1@gmail.com>
Signed-off-by: Noelia Bentancor <71080743+NoeliaBentancor@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-05-13 17:43:12 +00:00
TJianandYongye Zhu a8887c208f [Bugfix] [ROCm] [DSV4] [Perf] Add aiter mhc support (#41946)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
2026-05-13 21:43:15 +08:00
zofiaandKunshang Ji 0ddaf6dffa [XPU] [CT] Enable CT W4A4MxFp4 path and add xpu kernel (#38896)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Signed-off-by: zofia <110436990+zufangzhu@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-05-13 06:43:00 -07:00
PikaPikachu 3b1ef03be4 [Bugfix][Quark] Fix W8A8 INT8 garbage outputs on Step-3.5-Flash (and other 3-key fused-MoE Quark exports) (#41892)
Signed-off-by: kangletian <kangletian@hotmail.com>
2026-05-13 11:59:49 +00:00
SILONG ZENG cee6751e54 [Bugfix][Qwen3-VL] Fix pipeline-parallel deepstack initialization (#42394)
Signed-off-by: MrZ20 <2609716663@qq.com>
2026-05-13 10:58:42 +00:00
Shanshan Shen 92def124bc [MM][Perf][CG] Support ViT full CUDA graph for Qwen3.5 (#42151)
Signed-off-by: shen-shanshan <467638484@qq.com>
2026-05-13 16:00:32 +08:00
bnellnm 18f6bf5a21 [MoE Refactor] Add sequence parallel tests to test_moe_layer.py (#41299)
Signed-off-by: Bill Nell <bnell@redhat.com>
2026-05-12 21:52:19 -04:00