 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 |
|
|
Wentao Ye
|
3d635c58c0
|
[Perf] Optimize MLA compute_prefill_context memory allocation (#42460)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-05-12 16:23:46 -07:00 |
|
|
KaivalyaMDabhadkar
|
67c89fe40a
|
[Model][Bugfix] Fix Step3-VL image_embeds input path (#42333)
Signed-off-by: Kaivalya Dabhadkar <kdabhadkar@nvidia.com>
|
2026-05-12 18:47:55 +00:00 |
|
|
bnellnmandRobert Shaw
|
d9b4990783
|
[MoE Refactor] EPLB refactoring for FusedMoE (#41055)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-05-12 14:16:31 -04:00 |
|
|
|
4d591db470
|
[MoE Refactor] Introduce RoutedExperts alias for FusedMoE and don't store SharedExperts in MK (#40735)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
|
2026-05-12 13:37:44 -04:00 |
|
|
Jonathan MamouandWentao Ye
|
c8a6e272e0
|
[CPU] Fix rotary embedding for CPU without flash-attn ops (#42225)
Signed-off-by: jmamou <jonathan.mamou@intel.com>
Signed-off-by: Jonathan Mamou <jonathan.mamou@intel.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-05-12 15:05:35 +00:00 |
|
|
shanjiaz
|
6ccb10d794
|
Added peagle speculators support (#41826)
Signed-off-by: shanjiaz <zsjwpianpian@gmail.com>
|
2026-05-12 07:55:57 -07:00 |
|
|
tc-mbandcaitianchi
|
7a9cc5e7f0
|
[Model] Support MiniCPM-V 4.6 (#41254)
Signed-off-by: caitianchi <caitianchi@tc-mb.com>
Signed-off-by: tc-mb <157115220+tc-mb@users.noreply.github.com>
Co-authored-by: caitianchi <caitianchi@tc-mb.com>
|
2026-05-12 14:28:10 +00:00 |
|
|
bnellnm
|
6427603ae8
|
[MoE Refactor] Move remaining experts classes to experts directory (#42334)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-05-12 09:19:46 -04:00 |
|
|
|
206eaed08d
|
[MoE Refactor] Move expert map related code into ExpertMapManager class (#41046)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
|
2026-05-12 09:18:27 -04:00 |
|
|
Thomas ParnellandClaude Opus 4.6
|
8f89381fc6
|
[Hybrid] Warmup Mamba2 SSD kernel (#39822)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
|
2026-05-12 12:46:22 +00:00 |
|
|
Dipika Sikka
|
a7b801e26d
|
[MXFP4] Support for linear layers + compressed-tensors integration (#41664)
|
2026-05-12 07:49:33 -04:00 |
|
|
amitz-nv
|
ef34592a1a
|
[Bugfix] Fix double reduce in flashinfer_nvlink_two_sided and flashinfer_nvlink_one_sided backends (#41382)
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
|
2026-05-12 07:47:47 +00:00 |
|
|
ZiTian Zhao
|
630492da30
|
[Fix] Gemma4 Mixed-Resolution Image Co-Batching Crash (#42217)
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
|
2026-05-12 03:13:03 +00:00 |
|
|
Nick Hillandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
bbee532988
|
[Perf][1/n] Eliminate various GPU<->CPU syncs (#41429)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-05-11 20:36:03 +00:00 |
|
|
Jee Jee LiandYongye Zhu
|
53181384e0
|
[Bugfix] Fix DSV4 swiglu_limit on marlin backend (#42287)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-05-11 13:03:56 -07:00 |
|
|
Vensenandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
6fdb49392e
|
[Bugfix] Fix int32 overflow in DeepGEMM SiLU/mul FP8 Triton kernel (#42201)
Signed-off-by: vensen <vensenmu@gmail.com>
Signed-off-by: Vensen <vensenmu@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
2026-05-11 14:52:31 -04:00 |
|
|
Hexiang Wang
|
7863fff6e5
|
[ROCm][DSv4] implement flash sparse mla with triton kernels (#41812)
Signed-off-by: whx-sjtu <xiaowang990929@gmail.com>
|
2026-05-11 09:27:11 -07:00 |
|
|
Wentao Ye
|
0d453e2336
|
[Perf] Batch invariance with Cutlass fp8 support, 28.9% E2E latency improvement (#40408)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-05-11 12:20:58 -04:00 |
|
|
Wentao Ye
|
3f9c0c25b3
|
[Bug] Fix kimi dtype issue with mm_projector_forward (#42081)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-05-11 11:45:24 -04:00 |
|
|
Vadim Gimpelson
|
a2e776d716
|
[Bugfix] Accept canonicalized modelopt_* quant_method in _extract_modelopt_quant_algo (#42181)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
|
2026-05-11 11:10:57 -04:00 |
|
|
Wentao Ye
|
4b64fc2cbf
|
[Refactor] Cleanup batch invariant dead code (#41993)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-05-11 10:48:39 -04:00 |
|
|
Rohan PotdarandElizaWszola
|
a51376b3f0
|
[Performance][DSR1]: Fused RoPE+KVCache+q_concat for MLA (#40392)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
|
2026-05-11 14:10:50 +00:00 |
|
|
Noa Neria
|
ac062147fa
|
Avoid silent weights corruption when loading Nemotron Nano VL with reusable-buffer loaders like runai distributed streaming (#42244)
Signed-off-by: Noa Neria <nneria@nvidia.com>
|
2026-05-11 12:03:14 +00:00 |
|
|
Kyungmin Lee
|
27ae676364
|
Fix EXAONE-4.5 to align with Transformers update (#42246)
Signed-off-by: lkm2835 <lkm2835@gmail.com>
|
2026-05-11 10:25:31 +00:00 |
|
|
Cyrus Leung
|
9efdddca28
|
[Model] Fix missing maybe_prefix (#42280)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-05-11 09:04:06 +00:00 |
|
|
wangxiyuan
|
5536fc0c01
|
[Misc] Replace mamba_type string literals with MambaAttentionBackendEnum (#41188)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
|
2026-05-11 03:59:36 +00:00 |
|
|
gnovackandgeorge
|
171019ab19
|
add fused mhc_post_pre kernel (#41536)
Signed-off-by: george <george@inferact.ai>
Co-authored-by: george <george@inferact.ai>
|
2026-05-10 19:56:52 -07:00 |
|
|
Haoqing Wang
|
879a8c3180
|
Fix Molmo2 image token metadata (#42162)
Signed-off-by: Haoqi Wang <78337154+hqhq1025@users.noreply.github.com>
|
2026-05-11 01:19:21 +00:00 |
|
|
|
1b57eb41f2
|
[MoE] Move various experts classes to fused_moe/experts/ (#41979)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Jackmin801 <56836461+Jackmin801@users.noreply.github.com>
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Jackmin801 <56836461+Jackmin801@users.noreply.github.com>
|
2026-05-11 07:54:33 +08:00 |
|
|
Mohammad Miadh Angkad
|
21943d4c25
|
[Performance] Make safetensors checkpoint prefetch settings configurable (#41499)
Signed-off-by: Mohammad Miadh Angkad <MAngkad.BSDSBA2027@aim.edu>
|
2026-05-10 15:55:15 +00:00 |
|
|
Isotr0pyandqizixi
|
f396bee56f
|
[DSV4] Add PP support for deepseek-v4 (#41694)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: qizixi <22851944+zixi-qi@users.noreply.github.com>
|
2026-05-10 15:47:26 +00:00 |
|
|
Vensenandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
215e2f7990
|
[Bugfix][Mamba] IMA in causal_conv1d kernel for long sequences (#41617)
Signed-off-by: vensen <vensenmu@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-05-10 12:38:28 +00:00 |
|
|
Isotr0py
|
48698b1b9b
|
[Bugfix] Fuse Qwen3.5 in_qkvz_proj forwarding with LoRA enabled (#37912)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
|
2026-05-10 10:59:02 +00:00 |
|
|
Juhi Mittal
|
7a2b596982
|
[Quantization] Add ModelOpt NVFP4 W4A16 (4-bit weights, fp16/bf16 activations) support (#41769)
Signed-off-by: Juhi Mittal <juhim@nvidia.com>
|
2026-05-09 21:15:50 +00:00 |
|
|
Jiangyun Zhu
|
2ee8c2a56e
|
[SpecDecoding] extend mtp support for mimo 2.5 (#41905)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
|
2026-05-09 18:22:59 +00:00 |
|
|
SoluMilken
|
cd74911d92
|
[Model] use AutoWeightsLoader for DeepSeekV2 (#41706)
Signed-off-by: SoluMilken <ypiheyn.imm02g@g2.nctu.edu.tw>
|
2026-05-10 01:55:25 +08:00 |
|
|
SoluMilken
|
25abddc1a5
|
[BugFix] Fix Gemma4 'layers.0.moe.experts.0.down_proj_packed' KeyError issue (#40708)
Signed-off-by: SoluMilken <ypiheyn.imm02g@g2.nctu.edu.tw>
|
2026-05-09 17:20:44 +00:00 |
|
|
Thomas ParnellandJiangyun Zhu
|
3dda9aeb54
|
[Bugfix] Remove nested torch.compile in GDN rearrange_mixed_qkv causing CUDA graph capture failure (#42070)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
|
2026-05-09 08:30:55 -07:00 |
|
|
Kermit
|
adb6d96516
|
[Bugfix] Fix GDN KKT precision loss on Hopper GPUs by aligning tl.dot operand layout with WGMMA (#42076)
Signed-off-by: kermit <ckeming@outlook.com>
|
2026-05-09 13:08:46 +00:00 |
|
|
Jee Jee Li
|
ecd0b60aad
|
[LoRA] Initial EP support for LoRA (#40867)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
|
2026-05-09 00:31:23 -07:00 |
|
|
Terrence ZhaoandCursor
|
a2812becd6
|
[Models] Cohere Eagle + fix to Cohere MoE (#42078)
Signed-off-by: Terrencezzj <terrence@cohere.ai>
Co-authored-by: Cursor <cursoragent@cursor.com>
|
2026-05-08 21:46:26 -07:00 |
|
|
Markus HartikainenandTJian
|
e8f9038ebd
|
[ROCm][Bugfix] Re-tag AITER MoE weights as preshuffled after replace_parameter (#42061)
Signed-off-by: Markus Hartikainen <markus.hartikainen@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-05-08 21:42:07 -07:00 |
|
|
Michael Goin
|
8bcd8a260c
|
[Bugfix] Fix FlashInfer CUTLASS MXFP4-MXFP8 MoE by restoring swizzled scale (#42089)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-05-08 15:59:06 -07:00 |
|
|
John Calderon
|
8a2fc80b84
|
[CUDA][CUTLASS] Enable cutlass scaled mm for non-compatible sizes (#41868)
Signed-off-by: John Calderon <jcalderon@nvidia.com>
|
2026-05-08 15:58:05 -07:00 |
|
|
|
2c6b59b807
|
[ROCm][Perf] Add Fused Shared Expert (FSE) support for Qwen3-Next (#39280)
Signed-off-by: nholmber <nholmber@users.noreply.github.com>
Signed-off-by: Tres Popp <tres.popp@amd.com>
Signed-off-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: nholmber <nholmber@users.noreply.github.com>
Co-authored-by: Tres <tpopp@users.noreply.github.com>
Co-authored-by: Tres Popp <tres.popp@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
|
2026-05-08 15:38:00 -04:00 |
|
|
Hiroaki Mikami
|
90f145aaf7
|
[Models][Gemma3/Gemma4] Support hidden_act variants in gated MLP (#40588)
Signed-off-by: Hiroaki Mikami <hiroaki8270+github@gmail.com>
|
2026-05-08 11:29:11 -07:00 |
|
|
|
ed582b6a4c
|
[Aiter][ROCm] gdn_linear_attn kernel fusion (#40711)
Signed-off-by: Tres Popp <tres.popp@amd.com>
Signed-off-by: Chuan Li <chuali@amd.com>
Co-authored-by: hellozhuo <zhuo.su@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
|
2026-05-07 23:11:37 -07:00 |
|
|
wang.yuqiandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
1d694e78c9
|
[Examples][last/6] Resettle examples. (#41084)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
2026-05-07 19:42:12 -07:00 |
|
|
Stefano CastagnettaandYongye Zhu
|
54f548e9e5
|
[Bugfix] Restore moe_forward output shape invariant on TRTLLM MXFP4 path (#41646)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-05-07 15:26:06 -07:00 |
|