 Aleksandr MalyshevandAleksandr Malyshev
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01923eec70
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[ROCm][Quantization] GPT OSS Upstream MoE wmxfp4_afp8 with static scales (#30357)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
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2026-02-26 16:50:16 -06:00 |
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ec8ab9d254
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[ROCm] Add dynamic mxfp4 quantization for DeepSeek V2 projection layers (#34157)
Signed-off-by: Doug Lehr <douglehr@amd.com>
Signed-off-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
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2026-02-26 10:00:49 -06:00 |
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6af03f2394
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[Refactor] [1/N] Reorganize kernel abstraction directory (#34055)
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-02-24 06:47:22 +00:00 |
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Bowen Bao
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d9e62c03eb
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[Quark] Fix MoE fp8 activation scale handling on mi300 (#34386)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
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2026-02-19 21:27:14 -08:00 |
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xuebwang-amdandTJian
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766e167821
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[ROCm][quantization] improve OCP weight quant parser robust (#34431)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-02-12 09:40:19 -08:00 |
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8a798be929
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[ROCm] Enable MXFP4 MoE weight pre-shuffling on gfx950 and update aiter (#34192)
Signed-off-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
Co-authored-by: tjtanaavllm <tunjian.tan@amd.com>
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2026-02-12 05:06:33 -08:00 |
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Michael Goin
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ff1f83b056
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[Refactor] Replace activation: str with MoEActivation enum (#33843)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2026-02-11 17:29:32 -08:00 |
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bnellnm
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d1481ba783
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[MoE Refactor] Introduce MoERunner abstraction and move execution logic from FusedMoE to DefaultMoERunner (#32344)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-02-10 19:51:07 -05:00 |
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b129136c7a
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[ROCm][Quantization] GPT_OSS in amd-quark format model loading and emulations (#29008)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-02-10 10:08:05 -05:00 |
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Charlie Fu
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fe5438200b
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[Rocm][Bugfix] Fix dtype not same for gemm_a4w4 op (#33734)
Signed-off-by: charlifu <charlifu@amd.com>
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2026-02-06 19:09:59 +00:00 |
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bnellnmandRobert Shaw
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a57c8228ff
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[Moe Refactor] Make Inplace Flag for FusedMoEModularKernel part of the constructor (#33375)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-02-05 18:07:18 +00:00 |
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杨朱 · KikiandClaude Opus 4.5
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1a7894dbdf
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[Misc] Replace Optional[X] with X | None syntax (#33332)
Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
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2026-01-30 01:56:59 -08:00 |
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Matthew Bonanni
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a608b4c6c2
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[5/N][Attention] Finish eliminating vllm/attention folder (#32064)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-27 10:02:51 -05:00 |
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bnellnm
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dc917cceb8
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[MoE Refactor] Move select_experts from FusedMoEQuantMethod -> FusedMoE (#31996)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-01-22 18:21:35 -05:00 |
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TJian
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9b67338b78
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[Bugfix] Suppress log on non-ROCm platform (#32703)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2026-01-20 13:38:20 -08:00 |
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vllmellm
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148117ea2e
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[Refactor] Make FP8 Linear Ops use kernel abstraction (#27814)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
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2026-01-20 14:48:20 +08:00 |
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bnellnm
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327a02d8db
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[MoE Refactor] Separate Router into OO Classes (#30623)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-01-18 11:40:49 -05:00 |
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Aleksandr MalyshevandAleksandr Malyshev
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8c11001ba2
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[ROCM] DSfp4 mla projection gemms weight dynamic quantization (#32238)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
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2026-01-15 14:13:08 -06:00 |
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brian033andTJian
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b89275d018
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[ROCm] Improve error handling while loading quantized model on gfx120… (#31715)
Signed-off-by: brian033 <85883730+brian033@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-01-15 04:16:00 -08:00 |
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bnellnm
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e74698c27a
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[Misc][Refactor] Add FusedMoERouter object (#30519)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-01-08 20:52:55 +00:00 |
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Robert Shaw
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5dcd7ef1f2
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[MoE Refactor][15/N] Apply Refactor to Fp8 (#31415)
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2026-01-07 19:42:33 -05:00 |
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Robert ShawandRobert Shaw
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9152a30d8f
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[MoE Refactor][12/N] Marlin Fp8 MoE Pure Function (#31499)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2025-12-29 13:27:00 -08:00 |
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54c8924384
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[MoE Refactor][5/N] Isolate zero expert to LongCatFlash (#28891)
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: Dongjie Zou <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
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2025-12-20 18:22:04 +00:00 |
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Bowen Bao
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0c738b58bc
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[Quantization] Support Quark int4-fp8 w4a8 for MoE (#30071)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
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2025-12-18 04:20:42 +00:00 |
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00e5cbb967
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[MoE][Refactor] Remove most arguments to FusedMoEMethodBase.apply (#29066)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.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: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2025-12-09 13:48:25 -08:00 |
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Zhiwei
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c6df05ebb4
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[ROCm] [Fused Moe EP] Use binary expert mask for aiter fused moe kernel (#29773)
Signed-off-by: ZhiweiYan-96 <zhiwei.yan@amd.com>
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2025-12-08 05:23:46 +00:00 |
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Didier Durand
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04a797cd0e
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[Doc]: fixing typos in various files. (#29717)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
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2025-11-29 01:15:39 -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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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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Aleksandr MalyshevandAleksandr Malyshev
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b7f1f490a6
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Upstream triton fp4 weight preshuffle (#28888)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
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2025-11-21 11:34:46 -05:00 |
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xuebwang-amdandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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d0a73620cc
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[ROCm][Quantization] add apply_vllm_mapper in quark config for models like gpt-oss (#28638)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-11-18 11:16:45 +08:00 |
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haoyangli-amd
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0b25498990
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[Misc] add ignore mapper for quark quantization (#28275)
Signed-off-by: Haoyang Li <lihaoyang0109@gmail.com>
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2025-11-14 05:56:35 +00:00 |
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05576df85c
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[ROCm][Quantization] extend AMD Quark to support mixed-precision quantized model (#24239)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Co-authored-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-11-11 12:05:22 -05:00 |
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vllmellmandLuka Govedič
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f080a83511
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[RFC][ROCm][AITER] Keep all AITER kernels in _aiter_ops class like _custom_ops and _ipex_ops (#24490)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-11-10 08:20:53 -08:00 |
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zejunchen-zejun
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b06b9470ca
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[Rocm][fused_moe][fp4] view weight to torch.float4_e2m1fn_x2 when running aiter fused moe for fp4 model (#27474)
Signed-off-by: zejunchen-zejun <zejun.chen@amd.com>
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2025-11-10 10:38:56 -05:00 |
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bnellnm
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938772af03
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[Kernels] Isolate modular kernel code from FusedMoEMethodBase subclasses. (#27123)
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2025-11-04 21:59:45 +08:00 |
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Isotr0py
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6ac5e06f7c
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[Chore] Clean up pytorch helper functions in vllm.utils (#26908)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
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2025-10-18 09:48:22 -07:00 |
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vllmellm
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e33ee23ee3
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[Bugfix] [AITER] [ROCm] Fix Quark MoE Quant Config and AITER Fused MoE quant type logic (#27029)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
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2025-10-17 12:51:10 -06:00 |
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Aleksandr MalyshevandAleksandr Malyshev
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0925b28a8e
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[ROCM] MoE fp4 CK kernel (#26545)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
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2025-10-17 14:06:33 -04:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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8ae169286f
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[torch.compile] Unwrap fused_marlin_moe custom op (#26739)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-10-14 02:22:16 +00:00 |
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Harry Mellor
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8fcaaf6a16
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Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-12 09:51:31 -07:00 |
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fxmarty-amd
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41f1cf38f2
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[Feature][OCP MX] Support mxfp6 and mixed mxfp6-mxfp4 (#21166)
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2025-10-07 09:35:26 -04:00 |
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Harry Mellor
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b893d661b1
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Fix per file ruff ignores related to simplification (#26259)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 20:31:53 +00:00 |
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Harry Mellor
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d6953beb91
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Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 07:06:22 -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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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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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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bnellnm
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5963b98b46
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[Kernel] Delegate construction of FusedMoEQuantConfig to FusedMoEMethodBase subclasses (#22537)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-09-17 17:43:31 -06:00 |
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haoyangli-amdandHaoyang Li
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ca2d1925ef
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[Rocm] [quantization] Fix quark ptpc moe and add test case (#24649)
Signed-off-by: Haoyang Li <lihaoyang0109@gmail.com>
Co-authored-by: Haoyang Li <haoyang.li@amd.com>
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2025-09-16 22:15:13 -07:00 |
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bnellnm
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e9b92dcd89
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[Kernels] Overlap shared experts with send/recv (#23273)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-09-03 12:35:18 -04:00 |
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