 Cyrus Leung
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b34e8775a3
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Revert "[CPU]Update CPU PyTorch to 2.9.0 (#29589)" (#29647)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-27 22:43:18 -08:00 |
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wang.yuqiandCyrus Leung
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f4b76056ee
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Improve enable chunked_prefill & prefix_caching logic. (#26623)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-11-27 22:05:48 -08:00 |
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37b15e97e8
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[Multimodal][Speculative Decoding]Eagle3 mm support, enablement on qwen3vl (#29594)
Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
Signed-off-by: EanWang211123 <wangyiheng@sangfor.com.cn>
Co-authored-by: Louie Tsai <louie.tsai@intel.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2025-11-27 22:05:45 -08:00 |
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Xin YangandJee Jee Li
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745a3bae1a
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[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971)
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-11-28 10:48:28 +08:00 |
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Cyrus Leung
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a24ea5414b
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[Deprecation] Advance deprecation status (#29617)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-27 19:04:58 +00:00 |
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Cyrus Leung
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ee9841daa9
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[Bugfix] Fix doc build on main (#29619)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-27 09:08:08 -08:00 |
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Matthew Bonanni
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fc1d8be3dc
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[Attention] Update attention imports (#29540)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-11-27 11:19:09 -05:00 |
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Didier Durand
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66d3d5422c
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[Doc]: fixing typos in diverse files (#29492)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
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2025-11-27 07:15:50 -08:00 |
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Jee Jee Li
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2f5f9acd55
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[LoRA] Continue optimizing MoE LoRA weight loading (#29322)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-11-27 05:56:28 -08:00 |
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Roger Wang
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cf348c8d27
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[Bugfix] Fix HunyuanVL XD-RoPE (#29593)
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored by: grider-transwithai <grider@transwith.ai>
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2025-11-27 12:36:24 +00:00 |
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Cyrus Leung
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00d3310d2d
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[Bugfix] Update Ultravox compatibility (#29588)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-27 01:36:18 -08:00 |
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a67dec7cba
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[Bugfix] fix IMA issue in certain cases of the moe marlin kernel (#28619)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-11-26 19:02:21 -08:00 |
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HDCharles
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df01eda4dc
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[Bugfix] Make compressed-tensors MoEs respect ignored layers (#28878)
Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
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2025-11-26 21:35:13 -05:00 |
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Matthew Bonanni
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430dd4d9eb
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[Attention] Remove imports from vllm/attention/__init__.py (#29342)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-11-26 10:53:15 -07:00 |
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HDCharlesandIsotr0py
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e603129505
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[refactor] CTConfig methods to static/class methods (#28870)
Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-11-26 17:21:58 +00:00 |
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Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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0b0aa874e8
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[Perf] Optimize batch invariant BMM, 18.1% Throughput improvement, 10.7% TTFT improvement (#29345)
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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2025-11-26 09:38:52 -07:00 |
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Huamin Li
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70d5953f82
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Revert "[Bugfix] Fix GPT-OSS AR+NORM fusion (#28841)" (#29483)
Signed-off-by: Huamin Li <3ericli@gmail.com>
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2025-11-26 22:27:26 +08:00 |
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Yejing Lai
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bb706d6048
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Fix TeleChatForCausalLM not register issue (#29473)
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
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2025-11-26 05:15:00 -08:00 |
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Cyrus Leung
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e30859dff3
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[Bugfix] Fix handling of image embeds in models (#29480)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-26 05:00:15 -08:00 |
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Roger Wang
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452a7c9f7c
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[Misc] Allow LM only loading for Pixtral (#29451)
Signed-off-by: Roger Wang <hey@rogerw.io>
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2025-11-26 05:00:00 -08:00 |
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Xin Yang
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53d7f1f601
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[Kernel] Use pre-allocated output buffer for triton kernel fused_experts (#29219)
Signed-off-by: Xin Yang <xyangx@amazon.com>
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2025-11-26 10:21:00 +08:00 |
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George D. TorresandRussell Bryant
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56531b79cc
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[Misc] Add backup hash algorithm for FIPS constrained environments (#28795)
Signed-off-by: George D. Torres <gdavtor@gmail.com>
Signed-off-by: George D. Torres <41129492+geodavic@users.noreply.github.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
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2025-11-26 00:50:22 +00:00 |
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Michael GoinandWentao Ye
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7df0289782
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Change warning logs to debug for unimplemented MXFP4 Linear/Attention (#29441)
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-11-25 22:52:31 +00:00 |
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Harry Mellor
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0353d2e162
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Fix RoPE related failures in Transformers nightly tests (#29333)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-11-25 16:23:45 +00:00 |
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Yifan QiaoandChen Zhang
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48ddb02b79
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[Hybrid Allocator] Support KV cache groups with different block_size (#29143)
Signed-off-by: Yifan Qiao <yifanqiao@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
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2025-11-25 10:30:57 -05:00 |
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Michael Goin
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e502098643
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[Kernel] Add NVFP4 MoE CUTLASS support for SM120 (#29242)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2025-11-25 06:59:07 -08:00 |
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Injae RyouandIsotr0py
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794029f012
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[Feature]: Improve GGUF loading from HuggingFace user experience like repo_id:quant_type (#29137)
Signed-off-by: Injae Ryou <injaeryou@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-11-25 14:28:53 +00:00 |
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elvischenv
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6330f9477d
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[Bugfix] Fix GPT-OSS AR+NORM fusion (#28841)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
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2025-11-25 07:59:40 +00:00 |
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Fadi Arafeh
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98caeadd54
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[fix][cpu] Use a SwigluOAI impl which supports interleaved gate-up wei (#29273)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
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2025-11-25 15:11:11 +08:00 |
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92effb07a4
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[Model] Add HunyuanOCR support (#29327)
Signed-off-by: manayang <jackmanayang@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: sergeywang <sergeywang@tencent.com>
Co-authored-by: manayang <jackmanayang@gmail.com>
Co-authored-by: manayang <manayang@tencent.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2025-11-25 03:28:51 +00:00 |
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Michael Goin
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6f1355a1b7
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[Perf] Disable DeepGEMM MoE by default when TP=8 is used (#29346)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-11-24 19:01:40 -07:00 |
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Hanjie QiuandBenjamin Chislett
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5f9679a43b
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[Spec Decode] Add support for EAGLE3 heads that do not use_aux_hidden_states (#27688)
Signed-off-by: hjjq <hanjieq@nvidia.com>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
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2025-11-24 20:13:12 -05:00 |
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Wentao Ye
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699bca76c0
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[UX] Raise error for attn backend of batch invariant (#29348)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-11-24 17:49:01 -07:00 |
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Michael Goin
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c17610e2ba
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[Bugfix] Only use triton_kernels for MXFP4 on SM90 and SM100 (#29339)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-11-24 18:22:46 -05:00 |
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Yan Ma
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3cfa63ad99
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[XPU]fix Kimi-VL-A3B-thinking on xpu (#29309)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2025-11-24 21:02:21 +00:00 |
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Chenheli HuaandRoger Wang
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839c6b7b72
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[Multimodal][Qwen3 Omni] Make Qwen3 Omni work with audio-in-video inputs in V1 engine. (#27721)
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2025-11-24 19:24:37 +00:00 |
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bnellnm
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8f066146c3
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[MoE][Refactor] Make select_experts a non-static method (#29067)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-11-24 13:38:04 -05:00 |
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Laith Sakka
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7a228b5305
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Add option to use unbacked, and backed size obl dynamic shapes for more sounds compilation. (#26199)
Signed-off-by: Laith Sakka <lsakka@meta.com>
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2025-11-24 10:12:41 -05:00 |
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杰兮andzhyajie
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8005e606bf
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[Bugfix][Rocm] Fix shared expert weight loading failure in DeepSeek-MTP (#27563)
Signed-off-by: zhyajie <yajizhan@amd.com>
Co-authored-by: zhyajie <yajizhan@amd.com>
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2025-11-24 10:16:52 +00:00 |
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Roger Wang
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0ff70821c9
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[Core] Deprecate xformers (#29262)
Signed-off-by: Roger Wang <hey@rogerw.io>
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2025-11-24 04:18:55 +00:00 |
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30854783ad
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[Model] Add OpenCUA-7B support (#29068)
Signed-off-by: lim4349 <rockmanzero@naver.com>
Signed-off-by: Zero <rockmanzero@naver.com>
Co-authored-by: Cloud User <ubuntu@a100-80g-4.novalocal>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-11-24 10:27:55 +08:00 |
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Jee Jee Li
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1073ba68b0
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[LoRA] Optimize 3D MoE logic (#29222)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-11-24 10:27:23 +08:00 |
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jiahancandmgoin
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5f96c00c55
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[Fix] Add SM check to flashinfer MOE backend (#29144)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-11-23 00:39:30 +00:00 |
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Federico
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f55c76c2b3
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chore: add RTX_PRO_6000 GLM4.6-FP8 kernel tuning (#29240)
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2025-11-22 08:42:48 -08:00 |
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ZiTian ZhaoandCyrus Leung
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d84d8f4429
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Fix EVS crash when using video_embeds inputs in Qwen2.5-VL (#29232)
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-11-22 06:48:59 -08:00 |
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Cyrus Leung
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ae66818379
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[Misc] Fix pre-commit (#29238)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-22 06:48:01 -08:00 |
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Bram WastiandWentao Ye
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5f7209a793
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[tiny] Remove unsupported TRITON_MLA backend from batch invariance (#28832)
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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2025-11-22 21:00:50 +08:00 |
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6965a392a4
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Fix: Resolve circular import in model_loader/utils.py (#29189)
Signed-off-by: nandan2003 <nandan.vallamdasu@outlook.com>
Signed-off-by: Nandan Vallamdasu <nandan.vallamdasu@outlook.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-11-22 04:58:22 -08:00 |
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jinghanhu
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988ee66b0d
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Handle triton kernel import exception (#29062)
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2025-11-22 10:07:50 +00:00 |
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FlintyLemming
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052950e5b3
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Add fused MoE config for H200 E160 N192 fp8 (#29182)
Signed-off-by: FlintyLemming <admin@flinty.moe>
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2025-11-21 17:37:51 -08:00 |
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