 Artem Perevedentsev
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1cb224430b
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[GDN] Enable FI Blackwell GDN prefill kernel (#40717)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
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2026-05-20 01:46:55 -07:00 |
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Yongye ZhuandRoger Wang
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0d2732dd91
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[MLA Attention Backend] Add TOKENSPEED_MLA backend for DSR1/Kimi K25 prefill + decode on Blackwell (#41778)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-05-13 23:48:02 -07:00 |
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Luka Govedič
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d58c42e19c
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[vLLM IR] 2/N fused_add_rms_norm and maybe_inplace overload (#36823)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2026-05-01 23:41:15 -04:00 |
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Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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8f87eb4622
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[Refactor] Clean up log once scope="local" (#40540)
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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2026-04-22 16:42:43 -04:00 |
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Michael Goin
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1174723eba
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Fix TURBOQUANT backend selection in cuda.py (#40060)
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2026-04-17 07:31:41 -07:00 |
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f4b42df048
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[Attention Backend] TurboQuant: 2-bit KV cache compression with 4x capacity (#38479)
Signed-off-by: vibhavagarwal5 <vibhavagarwal5@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-04-14 19:57:13 -07:00 |
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haosdentandDarkLight1337
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995e9a209e
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[Bugfix] Use is_integrated to detect UMA GPUs for memory reporting (#35356)
Signed-off-by: haosdent <haosdent@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-04-13 11:07:40 -07:00 |
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Yan Ma
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ec68d53b2b
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Add platform manual_seed_all API (#38468)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2026-04-10 13:43:50 +08:00 |
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Qidong SuandClaude Opus 4.6
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ed733802f0
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Fix NUMA binding on non-CDMM Grace-Blackwell systems (#39361)
Signed-off-by: Qidong Su <soodoshll@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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2026-04-09 07:36:51 +00:00 |
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75e01a39a1
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[Feature] NUMA binding support for GPU workers (#38635)
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Jason Li <jasonlizhengjian@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-04-08 09:55:24 -07:00 |
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Matthew Bonanni
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116f4be405
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[1/N][Cleanup] Standardize on use of is_quantized_kv_cache (#38659)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-04-01 04:08:01 +00:00 |
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40bb175027
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[vLLM IR] 1/N Implement IR skeleton and rms_norm op (#33825)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
Signed-off-by: chzhang <chaojun.zhang@intel.com>
Signed-off-by: Luka Govedic <luka.govedic@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Luka Govedič <ProExpertProg@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
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2026-03-31 22:15:05 -04:00 |
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4dfad17ed1
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replace cuda_device_count_stateless() to current_platform.device_count() (#37841)
Signed-off-by: Liao, Wei <wei.liao@intel.com>
Signed-off-by: wliao2 <wei.liao@intel.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-03-31 22:32:54 +08:00 |
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SherryC41andsherryC41
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6ec5e9fd37
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refactor: abstract deepgemm support into platform (#37519)
Co-authored-by: sherryC41 <sherry.c.c41@gmail.com>
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2026-03-20 17:54:08 +00:00 |
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mikaylagawarecki
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8b10e4fb31
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[1/n] Migrate permute_cols to libtorch stable ABI (#31509)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
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2026-03-19 11:27:26 -04:00 |
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Wentao Ye
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c373b5c00d
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[Log] Reduce duplicate log (#37313)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-03-18 10:57:44 -04:00 |
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Wei Zhao
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b36adfa349
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[Perf] Set Flashinfer sparse MLA as default backend for FP8 kv cache (#37252)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
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2026-03-17 20:09:20 +00:00 |
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Matthew Bonanni
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77a73458e3
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Reapply [Attention] Refactor check_and_update_config (#35122)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-03-09 07:17:14 -07:00 |
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Isotr0py
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b0906d8b02
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[MM Encoder] Default to use TORCH_SDPA backend for ViT on Volta/Turing GPU (#36472)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-03-09 03:43:44 -07:00 |
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nkm-meta
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792cbd64ca
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Add platform method to enable custom collective ops registration (#34760)
Signed-off-by: Naina Kuruballi Mahesh <nainakm@meta.com>
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2026-03-05 00:50:32 +00:00 |
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dea268336f
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[1/N] Elastic EP Milestone 2 (#34861)
Signed-off-by: Yongji Wu <wuyongji317@gmail.com>
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Ron Tourgeman <rtourgeman@nvidia.com>
Co-authored-by: Yongji Wu <wuyongji317@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
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2026-02-28 04:46:42 +00:00 |
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9c3fe9936b
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Flashinfer cuDNN backend for Qwen3 VL ViT attention (#34580)
Signed-off-by: Max Hu <maxhu@nvidia.com>
Signed-off-by: Max Hu <hyoung2991@gmail.com>
Co-authored-by: Max Hu <maxhu@nvidia.com>
Co-authored-by: Shang Wang <shangw@nvidia.com>
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2026-02-27 20:20:23 +08:00 |
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Kunshang Ji
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8ad54a991b
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[Platform] Add current_platform.num_compute_units interface (#35042)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
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2026-02-24 22:22:49 -08:00 |
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Lucas Wilkinson
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aaefc58ee0
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[CI] Revert PRs 34818 and 33600 (#34979)
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2026-02-20 13:25:50 -08:00 |
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Matthew BonanniandRobert Shaw
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662205d34e
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[Bugfix] Fix Basic Models Test (#34818)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-02-19 14:49:07 -08:00 |
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Matthew Bonanni
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7743152957
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[Attention] Refactor check_and_update_config (#33600)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-02-17 17:06:54 -08:00 |
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Isotr0py
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71cd89264f
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[MM Encoder] Add Triton ViT attention backend (#32183)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-02-15 06:32:47 -08:00 |
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f2c47886fd
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[Attention] Add FlashInfer Sparse MLA backend (#33451)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-02-12 17:21:54 +00:00 |
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kourosh hakhamaneshi
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2f6d17cb2f
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[rocm][ray] Fix: Unify Ray device visibility handling across CUDA and ROCm (#33308)
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
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2026-02-04 10:09:14 -08:00 |
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Matthew Bonanni
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5d1aef3004
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[UX] Format attention backend log line (#33570)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-02-02 18:57:12 +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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586a57ad7e
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fix: Add glm4_moe_lite to MLA detection (#32614)
Signed-off-by: marksverdhei <marksverdhei@hotmail.com>
Signed-off-by: Markus / Mark <46672778+marksverdhei@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-01-23 12:38:57 -08:00 |
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Matthew BonanniandWentao Ye
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1a1fc3bbc0
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[Attention][MLA] Make FLASHINFER_MLA the default MLA backend on Blackwell, and TRTLLM the default prefill (#32615)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-01-19 18:41:34 -05:00 |
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Matthew Bonanni
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2e7c89e708
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Revert "[Attention][MLA] Make FLASHINFER_MLA the default MLA backen… (#32484)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-17 04:42:39 +00:00 |
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Matthew BonanniandWentao Ye
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8ebfacaa75
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[Attention][MLA] Make FLASHINFER_MLA the default MLA backend on Blackwell, and TRTLLM the default prefill (#32339)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-01-15 09:49:57 -05:00 |
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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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Isotr0pyandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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ec154c36ee
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[Platform] Refactor Platform attention backend selection to avoid breakpoint for OOT platform (#30212)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-12-15 17:36:07 +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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Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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6e78ed6ba7
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[Logs] Optimize startup logs 4 (#29903)
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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2025-12-13 16:12:53 -05:00 |
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Roberto L. Castroandyoukaichao
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4fa7ce46f3
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[Feature] Add SM103 (Blackwell Ultra) Support to vLLM (#30484)
Signed-off-by: LopezCastroRoberto <robertol.c510@gmail.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
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2025-12-12 19:34:23 -08:00 |
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Lucas Wilkinson
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0044c4038c
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[BugFix][DeepSeek-V3.2] Fix backend selection logic for Blackwell (#30195)
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2025-12-07 10:53:51 -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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Wentao Ye
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17eb25e327
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[Perf] Enable cuda graph for deepepHT, 5.3% throughput improvement, 4.4% TTFT improvement (#29558)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-12-07 04:44:50 +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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QiuandCyrus Leung
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0098a6e3da
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[PCP&DCP] move CUDAGraph check for PCP&DCP to the check func of platforms (#29952)
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-12-04 21:40:51 -05:00 |
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Isotr0py
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38658ec6f3
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[Bugfix][MM encoder] Fix ViT attention backend resolving for Turing GPU (#29614)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-11-27 19:17:37 +00:00 |
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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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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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Michael Goin
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dbc3d9991a
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[UX] Put CUDA attention backend selection log into one line (#29337)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-11-25 06:46:18 -08:00 |
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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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