 Bram WastiandWentao Ye
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2f7dbc9b42
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Add batch invariant kernel override for FlashInfer backend [2/n] (#25769)
Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-10-03 19:49:30 -07:00 |
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7ef40bb983
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[GPTOSS][DP/EP][Marlin] Enable GPTOSS DP/EP using Marlin kernels (#25488)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-10-03 20:13:13 -04:00 |
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Wentao Ye
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c1ffcb55da
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[Refactor] Optimize FP8 MOE Backend Choice and Log (#26044)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-10-03 15:23:42 -06:00 |
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Pavani Majety
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a26917332f
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[Quantization/NVFP4] Speed up TRTLLM NVFP4 MOE weight loading and fix K/V scale loading for MLA Attn (#25968)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
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2025-10-03 19:35:06 +00:00 |
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Chendi.XueandRoger Wang
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dd96465fd7
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[BugFix][QWEN-VL]fix wrong apply_rotary_emb_torch selection introduced by #24642 (#26123)
Signed-off-by: Chendi Xue <Chendi.Xue@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2025-10-03 08:52:26 -07:00 |
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Paul Pak
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5f42fc53b6
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[backends][short_conv] CUDA graph piecewise edits (#24215)
Signed-off-by: Paul Pak <paulpak58@gmail.com>
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2025-10-03 12:59:48 +00:00 |
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Egor
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aa5053e3fe
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[Doc] Fixed shape description for fused_batched_moe.py (#25668)
Signed-off-by: Egor <e.a.krivov@gmail.com>
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2025-10-03 04:00:23 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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8c9117181d
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[Misc] Remove typing.List (#26150)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-10-03 07:00:33 +00:00 |
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Harry Mellor
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10d765482d
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FusedMoE support for the Transformers backend (#22650)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-02 23:12:15 -07:00 |
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Zhewen Li
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711f485643
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[Bugfix] Fix import gemm_afp4wfp4 failure on AMD (#26068)
Signed-off-by: zhewenli <zhewenli@meta.com>
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2025-10-02 22:37:25 -07:00 |
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Matthew Bonanni
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13cdc02173
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Fix MTP with deepep_low_latency (#25904)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-10-02 21:29:49 +00:00 |
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502640c3f9
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[Perf] Fix and reapply move apply w8a8 block fp8 linear to class (#25696)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
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2025-10-02 19:35:13 +00:00 |
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vllmellm
|
5e4a8223c6
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[Qwen][ROCm] Flash Attention Rotary Embeddings (#24642)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
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2025-10-02 08:26:08 -07:00 |
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Jerry Zhang
|
c31246800c
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Support RL online quantization with torchao (#23014)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-10-01 16:39:29 -07:00 |
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Wentao Ye
|
1244948885
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[Log] Optimize Log for FP8MOE (#25709)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-09-30 19:18:43 -07:00 |
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cjackal
|
43b752c325
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[Llama4] [multimodal] Fix misplaced dtype cast of cos_sin_cache in Llama4VisionRotaryEmbedding (#25889)
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
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2025-09-30 20:35:15 +00:00 |
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Wentao Ye
|
e6a226efba
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[Bug] Fix AttributeError: 'QKVParallelLinear' object has no attribute 'orig_dtype' (#25958)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-09-30 11:13:03 -07:00 |
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Pavani Majety
|
ef283548f7
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[Bugfix] Fix accuracy issue of TRTLLM FP8 MOE and improve logging (#25895)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
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2025-09-30 10:51:31 -04:00 |
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Asaf Joseph Gardin
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35fe398c7c
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[Kernel][Moe Configs] Add more tuned triton configs for ExpertsInt8 and FP8 (#25858)
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
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2025-09-30 07:30:44 -07:00 |
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+6
|
fa7e254a7f
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[New Model] DeepSeek-V3.2 (Rebased to Main) (#25896)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
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2025-09-30 17:14:41 +08:00 |
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Harry Mellor
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61aedb5ffe
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MoveVllmConfig from config/__init__.py to config/vllm.py (#25271)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-09-29 19:49:49 -07:00 |
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Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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89e4050af4
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[Bug] Fix Weight Loading for Block FP8 Cutlass SM90 (#25909)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-09-30 09:15:19 +08:00 |
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Thomas Parnell
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fea3e476aa
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[Kernel] Chunk-aligned mamba2 (#24683)
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2025-09-29 23:18:25 +02:00 |
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Lee Nau
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d5ab28511c
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[Bugfix] Use correct key "ignore" for config.json non-quantized layers (#25706)
Signed-off-by: Lee Nau <lnau@nvidia.com>
|
2025-09-29 15:07:29 -04:00 |
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Tyler Michael Smith
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a5354b3ed2
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[Bugfix][WideEP] Apply TP Attn + EP MoE fix to other models (#24982)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
|
2025-09-27 14:22:28 +00:00 |
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Tyler Michael Smith
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f9df8b4ad7
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[Bugfix] Fix triton import precommit failure (#25803)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2025-09-27 07:13:11 -07:00 |
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Bram Wasti
|
dc48ba0c75
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Kernel-override Determinism [1/n] (#25603)
Signed-off-by: Bram Wasti <bwasti@meta.com>
|
2025-09-26 16:59:09 -07:00 |
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Michael Goin
|
f708bd4904
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[CI] Add E2E Blackwell Quantized MoE Test (#25723)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-09-26 12:23:00 -07:00 |
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Isotr0py
|
d4d9899860
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[Quantization] Add field to skip unquantized modules for GPTQ config (#25455)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-09-26 15:47:41 +00:00 |
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Chih-Chieh YangandRishiAstra
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2b6b1d7809
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[Model] Mamba2 varlen refactor (#21467)
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: RishiAstra <40644327+RishiAstra@users.noreply.github.com>
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2025-09-26 11:31:14 +00:00 |
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Sage MooreandRobert Shaw
|
dfb9af2014
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[Bugfix] Fix Shared Expert/Zero expert code in FusedMoE.process_chunk (#25698)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2025-09-26 01:25:28 -07:00 |
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Tao He
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99b3a504c5
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[Qwen3-Next][GDN] fixes cuda graph capturing bug in GDN metadata and a stride bug in causal_conv_1d. (#25743)
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
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2025-09-26 01:18:58 -07:00 |
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xaguilar-amd
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52621c8f5c
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[Harware][AMD][Model] Triton MoE tuning configs for GLM-4.5 for MI300X (#25703)
Signed-off-by: xaguilar <Xavier.AguilarFruto@amd.com>
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2025-09-26 01:18:20 -07:00 |
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53a30845be
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Llamas 3.1 405B fp4 changes upstreaming from 355_wip (#25135)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
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2025-09-25 19:16:53 -06:00 |
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Wentao Ye
|
9fe4c2bdb9
|
[Refactor] Remove DeepGEMM OP Register (#25710)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-09-25 20:13:41 -04:00 |
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Shu Wang
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081b5594a2
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Fix routing_bias dtype (#25711)
Signed-off-by: Shu Wang. <shuw@nvidia.com>
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2025-09-25 23:35:14 +00:00 |
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Tyler Michael Smith
|
1260180c67
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Revert "[Performance] Move apply_w8a8_block_fp8_linear to an op class… (#25607)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2025-09-25 08:05:21 +00:00 |
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Cyrus Leung
|
755ed7b05b
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[Misc] Simplify PoolerOutput and move to v1/outputs (#25629)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-09-25 06:47:03 +00:00 |
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XuruiYangandyangxurui
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845adb3ec6
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[Model] Add LongCat-Flash (#23991)
Signed-off-by: yangxurui <yangxurui@meituan.com>
Co-authored-by: yangxurui <yangxurui@meituan.com>
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2025-09-24 21:53:40 -07:00 |
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Saman A. Pour
|
90b139cfff
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Enable Fbgemm NVFP4 on Dense models (#25609)
Signed-off-by: Saman Keon <samanamp@outlook.com>
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2025-09-24 21:12:53 -07:00 |
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Wentao Ye
|
1f29141258
|
[Refactor] Use DeepGEMM Col Major TMA Aligned Tensor (#25517)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-09-24 18:52:36 -04:00 |
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Duncan Moss
|
6160ba4151
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feat: BF16 FlashInfer Fused Cutlass MOE for Hopper and Blackwell Expert Parallel (#25503)
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
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2025-09-24 18:50:04 -04:00 |
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Harry Mellor
|
8c853050e7
|
[Docs] Enable fail_on_warning for the docs build in CI (#25580)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-09-24 19:30:33 +00:00 |
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54e42b72db
|
Support mnnvl all2allv from Flashinfer (#21003)
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2025-09-24 14:38:16 -04:00 |
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Li, Jiang
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1cbcfb94de
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[Bugfix][CPU] Skip unsupported custom op register on CPU (#25534)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2025-09-24 06:21:51 +00:00 |
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Corey LowmanandMichael Goin
|
d747c2ef18
|
[Perf] Fix jit compiles at runtime of fla gated delta rule (#25432)
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2025-09-24 11:16:13 +08:00 |
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Nikhil Gupta
|
359d293006
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[fix]: add Arm 4bit fused moe support (#23809)
Signed-off-by: Nikhil Gupta <nikhil.gupta2@arm.com>
|
2025-09-24 01:32:22 +00:00 |
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Kyle Sayers
|
de94289a98
|
[Core] Support weight_loader_v2 for UnquantizedLinearMethod (#23036)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
|
2025-09-23 18:30:26 -06:00 |
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Chenxi YangandChenxi Yang
|
0d235b874a
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Add CUTLASS FP8 MOE benchmark scripts and kernel config (#25302)
Signed-off-by: Chenxi Yang <cxyang@fb.com>
Co-authored-by: Chenxi Yang <cxyang@fb.com>
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2025-09-23 18:07:42 -06:00 |
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Juan Villamizarandjpvillam
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bde2a1a8a4
|
[ROCm] Small functional changes for gptoss (#25201)
Signed-off-by: jpvillam <jpvillam@amd.com>
Co-authored-by: jpvillam <jpvillam@amd.com>
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2025-09-23 23:39:50 +00:00 |
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