 Roger WangandKimi Code
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bb87d227d4
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[Bugfix][Model] Fix mypy safe-super error in EmbeddingGemma2Model (#60280)
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
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2026-10-06 15:10:00 -04:00 |
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Luciano MartinsandLuciano Martins
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02b83919aa
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[Model] Support EmbeddingGemma2 multimodal pooling architecture (#60254)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
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2026-10-06 13:43:38 -04:00 |
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Wentao Ye
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fba31f31a9
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[GLM5.3 Perf] Switch to fp8 kv cache by default for GLM, 2.3%~5.5% E2E Throughput Improvement (#60140)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-10-06 12:54:20 -04:00 |
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Mia Ojeda
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3313825983
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[Bugfix][DiffusionGemma] Read the causal mask as int32 and compile the sample step (#59992)
Signed-off-by: ojeda-e <eojeda@league.com>
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2026-10-06 19:25:51 +08:00 |
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aoshen02andClaude Opus 5.5
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31e2443c90
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[Model] LongCat-Flash: scale MLA norms while loading and drop the post-load sweep (#60080)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-06 08:47:02 +00:00 |
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edfccc9469
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[ROCM][Perf] Add ROCM_SEGMENTED_ATTN attention-backend works across RDNA3/3.5/4 (#59132)
Signed-off-by: root <jeffaw99@hotmail.com>
Signed-off-by: big-yellow-duck <jeffaw99@hotmail.com>
Co-authored-by: Tan Pin Siang <1716735+tanpinsiang@users.noreply.github.com>
Co-authored-by: vllmellm <190700713+vllmellm@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-10-06 07:53:47 +00:00 |
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21d93d0d8c
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[Attention][Model] FP8 KV cache for Triton DiffKV and MiMo-V2.6-Flash (#58128)
Signed-off-by: Luca Motz <luca.motz@icloud.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-10-05 21:18:29 -07:00 |
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Tianyu GuoandOpenAI Codex
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8c417a2dae
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[Bugfix][Model] Fix Qwen3-Omni interleaved M-RoPE boundary positions (#59842)
Signed-off-by: Tianyu Guo <guoty@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-10-06 03:35:53 +00:00 |
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Sohaib Ahmed
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64cb683842
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[Model] Add Nemotron 3.5 ASR transcription support (#59827)
Signed-off-by: Sohaib-Ahmed21 <sohaibahmed1919@gmail.com>
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2026-10-05 16:28:09 +00:00 |
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cjackal
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0e468adb43
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[Model] Extend device-side mm normalization to Kimi K2.5 / K3 (#59278)
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
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2026-10-05 21:28:13 +08:00 |
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Vadim GimpelsonandClaude
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d0d6e5f3a2
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[Bugfix] Fix Mamba page size AssertionError with spec decoding on GraniteMoeHybrid, FalconH1 and Zamba2 (#59975)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-10-05 12:49:47 +00:00 |
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roikoren755andmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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51eeb0c58f
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[Bugfix] Load stacked expert weights for non-gated MoE (#59031)
Signed-off-by: Roi Koren <roik@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-05 15:26:55 +03:00 |
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Ian Eavesandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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b1f229fb75
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[Model] Declare SupportsEagle3 on Qwen3ASRForConditionalGeneration (#52824)
Signed-off-by: Ian Eaves <ian.k.eaves@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-05 09:23:47 +00:00 |
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Jee Jee Li
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e3af5bf3ce
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[LoRA] Code cleanup (#60017)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-10-05 09:15:53 +00:00 |
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34051ad714
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feat: Add video support for the Transformers backend (#57441)
pre-commit / pre-run-check (push) Canceled after 0s
pre-commit / pre-commit (push) Canceled after 0s
Signed-off-by: Harshal Janjani <harshaljanjani@gmail.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: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-10-05 00:51:15 -07:00 |
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Harry Mellor
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9e0b6fcf77
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[CI] Bump Transformers version to 5.18.0 (#59621)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-10-04 00:42:35 +00:00 |
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C
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44198f577f
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[Bugfix][Model] Fix M-RoPE offset double-count in Qwen3-Omni (#58890)
Signed-off-by: C1ves <3121985758@qq.com>
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2026-10-03 09:00:51 +08:00 |
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Thang NguyenandClaude Opus 5.5
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7cfd233538
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Revert "[Bugfix] Tie lm_head.weight for Nemotron Parse when checkpoint omits it" (#53020) (#59805)
Signed-off-by: Thang Nguyen <thangnguyenvn647@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-02 10:19:25 -07:00 |
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Harry MellorandClaude Opus 5.5
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6e4efafc6e
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[Model] Migrate GPT-NeoX, Phi, Seed-OSS and Jais2 to the Transformers modeling backend (#59701)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-02 11:18:35 +00:00 |
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Harry MellorandClaude Opus 5.5
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5d20979fc9
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[Misc] Remove code paths for Transformers < 5.16.1 (#59762)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-02 11:17:24 +00:00 |
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af2a582d5c
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[Bugfix][Spec Decode] Qualify Transformers backend attention layer names with the model prefix (#59293)
Signed-off-by: Farhad Al-Amin <99006654+Legend-2727@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-10-02 11:21:20 +01:00 |
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Juan Pérez de Algaba
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c15672cfb4
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[Security] Accept zero-sum DeepSeek-OCR pixel tensors (#59417)
Signed-off-by: Juan Pérez de Algaba <jperezde@redhat.com>
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2026-10-02 09:17:12 +00:00 |
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0cbac6cd13
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[Model][Spec Decode] Enable EAGLE3/DSpark pipeline parallelism for Sarvam MLA (#55902)
Signed-off-by: mohit-sarvam <mohit@sarvam.ai>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-10-02 04:28:19 +00:00 |
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Harry MellorandClaude Opus 5.5
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8faacd707f
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[Model] Migrate Glm, Arcee, CWM and Mellum to the Transformers modeling backend (#59679)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-02 03:15:14 +00:00 |
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Harry MellorandClaude Opus 5.5
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7b44aad5db
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[MyPy] Fix mypy errors in vllm/model_executor/models/[kK]* (#59402)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-01 19:32:27 +00:00 |
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aniskumar-nvandCyrus Leung
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83cadd65d9
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[Bugfix] Tie lm_head.weight for Nemotron Parse when checkpoint omits it (#53020)
Signed-off-by: Anish Kumar <aniskumar@nvidia.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-10-01 09:26:33 -07:00 |
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cb6458c5ce
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[Core] Remove deprecated mamba_cache_mode "all" (#58997)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>
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2026-10-01 02:59:37 -07:00 |
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c4fc3c7d32
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[Bugfix][Spec Decode] Per-module LM heads for multi-layer MTP on Model Runner V2 (#58921)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: chanh <channguyen@nvidia.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-01 01:09:14 -07:00 |
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e12291d733
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[CPU][Zen] Add DA8W4 (W4A8) int4 support for dense and MoE layers (#54024)
Signed-off-by: R <Ganesh.R@amd.com>
Signed-off-by: Ganesh R <Ganesh.R@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-01 15:18:25 +08:00 |
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Ning Xie
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a37c402f32
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[weight loader] add dtype equality validation between parameter and weight (#51792)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
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2026-10-01 03:07:31 +00:00 |
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Andrii SkliarandAndrii Skliar
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deb148e730
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[Mamba] Add FlashInfer ReplaySSM support for MTP (#52928)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
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2026-09-30 21:41:17 +00:00 |
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Varun Sundar Rabindranath
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5463fe4962
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[KV-Offloading][TP] : Expand replicated_layout detection to multi-group MLA (#57652)
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2026-09-30 09:11:03 -04:00 |
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effdea9a53
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[MM][Mistral] Add compile support for Pixtral vision encoders (#57168)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-30 20:27:12 +08:00 |
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df5668e5c9
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[XPU] Dispatch nn.LayerNorm to fused SYCL kernel via CustomOp (#57172)
Signed-off-by: Michal Ganczarenko <michal.ganczarenko@intel.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-09-30 12:19:33 +00:00 |
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Avishek GoswamiandAvishek Goswami
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fb91712b38
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[Model] Make the BERT/RoBERTa embedding class a class attribute (#59348)
Signed-off-by: Avishek Goswami <avishek.goswami@ibm.com>
Signed-off-by: Avishek Goswami <86944690+GOavi101@users.noreply.github.com>
Co-authored-by: Avishek Goswami <avishek.goswami@ibm.com>
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2026-09-30 08:57:21 +00:00 |
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Alexandra Sidorova
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b81984879a
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[K2 Horizon] fold partial-RoPE permutation into q/k (and norm) weights (#55335)
Signed-off-by: Alexandra Sidorova <asidorov@amd.com>
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2026-09-30 16:03:37 +08:00 |
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cjackal
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0a30bc3f9a
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[Model] Extend device-side mm normalization to GLM4V/GLM5Next (#55389)
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
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2026-09-30 15:44:46 +08:00 |
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5faf81a429
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[CPU][Whisper] Support W4A16 quantized Whisper on the CPU WNA16 kernel (#58268)
Signed-off-by: Harshal Adhav <harshal.adhav@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-09-30 13:52:53 +08:00 |
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Fabian Joswigandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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1117140edb
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[Bugfix][Model] Fix DiffusionGemma silently freezing attention mask under CUDA graph replay (#51994)
Signed-off-by: Fabian Joswig <fjosw@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-30 05:34:26 +00:00 |
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a8e069f81b
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[Bugfix][MiniMax M3] Share target embeddings with MTP under PP (#58648)
Signed-off-by: Peiyuan Zhou <peiyuanzhou1994@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-09-29 20:04:10 -07:00 |
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9a190f142c
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[Mypy] Fix mypy typing for Zamba2 models (#58255)
Signed-off-by: Ashraf Bhuiyan <mbhuiyan@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-09-29 18:13:52 +00:00 |
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Ashraf BhuiyanandWentao Ye
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2454b5a4f0
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[Mypy] Fix mypy typing for Whisper models (#58254)
Signed-off-by: Ashraf Bhuiyan <mbhuiyan@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-09-29 17:10:28 +01:00 |
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Giulio De Pasquale
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8aaeef343a
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[Bugfix][MiMo] Declare embedding_fields so an EPD pair can serve images (#58938)
Signed-off-by: Giulio De Pasquale <git@depasquale.giugl.io>
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2026-09-29 23:33:01 +08:00 |
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yhcheong (vllmellm)
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77e52645e9
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[Bugfix][Model] MiMo: keep fused fp8 qkv_proj pairing state across weight-loading calls (#58142)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
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2026-09-29 09:37:20 +00:00 |
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Jakub ZakrzewskiandOpenAI Codex
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70dc122f81
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[MM] Enable device normalization for Llama Nemotron VL Embed/Rerank (#57928)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-29 08:33:52 +00:00 |
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d86cf91240
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[MM][Mistral3] Image preprocessing optimization (#57531)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-29 06:53:38 +00:00 |
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debanshd
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13c8589b86
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fix: return loaded parameters in Aria load_weights (#57476)
Signed-off-by: Debanshu Das <debanshu@google.com>
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2026-09-29 04:05:07 +00:00 |
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Daniel M. García-Ocaña Hernández
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295a0b8d64
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[Bugfix][Multimodal] Fix flat/scoped mm_processor_kwargs merge and resolution (#56372)
Signed-off-by: Daniel M. García-Ocaña Hernández <danielgarciaocana@gmail.com>
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2026-09-29 03:58:39 +00:00 |
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cjackalandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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491f44adfa
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[Model] Extend device-side mm normalization to Qwen3VL/Qwen3.5/Qwen4Next (#51289)
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-29 11:44:54 +08:00 |
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Yan MaandKunshang Ji
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754aa29c00
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[XPU] use rms_norm xpu kernel for context-key normalization (#58896)
Signed-off-by: Yan Ma <yan.ma@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-09-29 07:09:58 +08:00 |
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