 Matthew Bonanni
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2612ba9285
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[1/N][Attention] Restructure attention: move files (#31916)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-09 13:10:24 -08:00 |
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Andreas Karatzas
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6ef770df7c
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[MoE] Fix output_shape calculation in Attention layer to handle 3D query inputs (#31596)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-01-02 15:46:23 +00:00 |
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3f52fa5aa2
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[Model] Add support for openPangu moe model (#28775)
Signed-off-by: yuantao <2422264527@qq.com>
Signed-off-by: yt0428 <51468697+yt0428@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-12-30 08:11:38 -08:00 |
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Boyuan Feng
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62def07d67
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[BugFix] register quant scale tensors as buffer (#31395)
Signed-off-by: Boyuan Feng <boyuan@meta.com>
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2025-12-28 11:20:02 +08:00 |
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Isotr0py
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700a5ad6c6
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[MM Encoder]: Migrate legacy ViT MultiHeadAttention to new MMEncoderAttention interface (#30684)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-12-19 02:04:19 +08:00 |
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Matthew Bonanni
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51e5b3e3c4
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[Bugfix] Fix ViT with FlashAttention on ROCm (#30703)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-12-15 19:45:21 +00:00 |
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87b4d1557d
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[CustomOp][MM] Extract MMEncoderAttention as CustomOp and replace the backend of QwenVisionAttention with it. (#30125)
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2025-12-15 11:13:32 +08:00 |
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Matthew Bonanni
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86a3261525
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[Bugfix] Pass FA version in MultiHeadAttention (#30575)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-12-13 00:02:11 +00:00 |
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rasmith
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7618dc973d
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[CI/Build] Make test_mha_attn.py run on correct platform only and check for flash_attn_varlen_func in layer.py (#29145)
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2025-12-09 20:18:17 +00:00 |
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Wentao Ye
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d9417096d1
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[Feature] Batch invariant: Enable TRITON_MLA without prefix-caching (#29125)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-12-08 19:31:57 -05:00 |
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Isotr0py
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b952f4d3c3
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[v1] Add PrefixLM support to FlexAttention backend (#27938)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-12-07 15:51:36 +00:00 |
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66e674cdd5
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[Attention][UX][1/N] Add AttentionConfig and change attention env vars to CLI arguments (#26315)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2025-12-05 09:48:43 -08:00 |
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Mingyuan MaandRoger Wang
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460d8bbf2d
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Remove upstream fa checks (#29471)
Signed-off-by: mingyuanm <mingyuanm@nvidia.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2025-11-28 05:52:42 -08:00 |
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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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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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Song Zhixinandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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285eaa4285
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[Bugfix] Safeguard against missing backend in AttentionBackendEnum (#28846)
Signed-off-by: jesse <szxfml@gmail.com>
Signed-off-by: Song Zhixin <szxfml@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-11-18 10:53:44 +00:00 |
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Huamin Li
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07a606aa7e
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[CI Failure] Fix backend selection for encoder-only models (#28534)
Signed-off-by: Huamin Li <3ericli@gmail.com>
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2025-11-13 10:11:27 -05:00 |
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Nicolò LucchesiandMark McLoughlin
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728a9eb70e
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[Misc] Refactor Attention kv transfer methods into decorator (#27816)
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
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2025-11-12 16:05:44 +00:00 |
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Matthew BonanniandLuka Govedič
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b30dfa03c5
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[Attention] Refactor CUDA attention backend selection logic (#24794)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-11-11 07:40:44 -05:00 |
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cc079763c5
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[BugFix] Avoid calling KV connector layer APIs when metadata is unset (#28253)
Signed-off-by: David Ben-David <davidb@pliops.com>
Co-authored-by: David Ben-David <davidb@pliops.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
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2025-11-10 23:39:36 -08:00 |
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Adrian Abeyta
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a5a790eea6
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[Bugfix] Ensure calculated KV scales are applied in attention. (#27232)
Signed-off-by: adabeyta <aabeyta@redhat.com>
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2025-11-10 23:42:37 +00:00 |
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7e2729b57e
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[Multimodal][XPU]Enable vision attn backend for xpu platform (#27525)
Signed-off-by: Yan Ma <yan.ma@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Yejing Lai <yejing.lai@intel.com>
Co-authored-by: Guancheng Fu <110874468+gc-fu@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2025-11-01 04:45:02 +00:00 |
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JartXandtjtanaa
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65d2cf9511
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[BUGFIX][ROCM] ViT FlashAttention on ROCm (no GFX9) and contiguous on qwen3vl ROCm TORCH_SDPA (#27190)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2025-10-26 15:08:52 +08:00 |
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Matthew Bonanni
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a99564ac5b
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[Attention] Add missing kv cache scale setup (#27490)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-10-25 00:12:49 -07:00 |
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570c3e1cd4
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[Bugfix] Honor --mm_encoder_attn_backend when used (#27124)
Co-authored-by: Bradley D <4551889+bradleyhd@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2025-10-23 20:09:52 +08:00 |
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Roger Wang
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c3a2c6ac5f
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[MM][Core] Decouple ViT backend from LM backend (#27061)
Signed-off-by: Roger Wang <hey@rogerw.io>
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2025-10-21 00:30:10 -07:00 |
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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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Nicolò Lucchesi
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b26b70bec4
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[Misc] Refactor get_kv_cache_spec into AttentionLayerBase (#26587)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2025-10-18 13:51:21 +00:00 |
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Zhuohan Li
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d29483b58a
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[Minor] Remove unnecessary error message (#27115)
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
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2025-10-17 20:02:12 +00:00 |
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rongfu.leng
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5afd3276df
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[Feature] Add process_weights_after_loading to AttentionImpl (#26870)
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
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2025-10-16 08:02:30 -07:00 |
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Adrian AbeytaandLuka Govedič
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0a9ef0cfce
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Move query quantization to attention layer for Flashinfer & Triton. (#26534)
Signed-off-by: adabeyta <aabeyta@redhat.com>
Signed-off-by: Adrian Abeyta <aabeyta@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-10-15 19:01:38 -04:00 |
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Mengqing Cao
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302ef403a2
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[DSA][MLA] Tiny refactor on DeepSeek to make it reusable for different backends (#26656)
Signed-off-by: MengqingCao <cmq0113@163.com>
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2025-10-15 00:16:44 -07:00 |
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Luka Govedič
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2dcd12d357
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[torch.compile] Fix tests for torch==2.9 inductor partition (#26116)
Signed-off-by: ProExpertProg <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
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2025-10-14 19:55:02 -04:00 |
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Boyuan Fengandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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a86b4c58e8
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remove attn output view kernel (#26680)
Signed-off-by: Boyuan Feng <boyuan@meta.com>
Signed-off-by: Boyuan Feng <fby.1994@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-10-14 22:53:10 +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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Naveenraj KamalakannanandLuka Govedič
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e614ab7806
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Separate MLAAttention class from Attention (#25103)
Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-10-08 17:11:11 -07:00 |
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Matthew Bonanni
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76879cc160
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[Attention] Implement universal BACKEND_MAP (#25900)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-10-08 12:00:25 -07:00 |
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Harry Mellor
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1c0c68202c
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Fix per file ruff ignores related to typing (#26254)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 16:37:55 +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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Cyrus Leung
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4570535ec4
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[Model] CLIP Embedding Support (#26010)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-04 06:21:42 -07:00 |
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TJian
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9c5ee91b2a
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[ROCm] [VL] [Bugfix] Fix vit flash attn dispatcher logic for ROCm (#26104)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2025-10-02 22:34:53 -07:00 |
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Matthew Bonanni
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2aaa423842
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[Attention] Move Backend enum into registry (#25893)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-10-02 20:32:24 -07:00 |
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+6
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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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Adrian Abeyta
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c42ff4f4fd
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[BugFix][torch.compile] KV scale calculation issues with FP8 quantization (#25513)
Signed-off-by: adabeyta <aabeyta@redhat.com>
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2025-09-29 15:52:04 -04:00 |
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Matthew Bonanni
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3468f17ebe
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[V0 deprecation] Remove _VLLM_V1 suffixes from attention backend names (#25489)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
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2025-09-25 17:37:50 +00:00 |
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Jonas M. Kübler
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69a8c8e99a
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[torch.compile] Make Query Quantization Fusable (#24914)
Signed-off-by: Jonas Kuebler <kuebj@amazon.com>
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2025-09-25 09:25:12 -04:00 |
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Michael Goin
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7361ab379f
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Remove redundant mutates_args and dispatch_key for direct_register_custom_op (#25512)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-09-23 22:48:40 +00:00 |
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Thomas Parnell
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969b4da3a6
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[V0 Deprecation] Remove placeholder attn (#25510)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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2025-09-23 22:12:14 +00:00 |
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Chendi.Xue
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6c5f82e5aa
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[BUG FIX][NON-CUDA]quick fix to avoid call cudagraph_unsafe in attention (#25298)
Signed-off-by: Chendi Xue <Chendi.Xue@intel.com>
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2025-09-20 04:41:23 +00:00 |
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