 Alex Kogan
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89342ce4c0
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[Quantization] [Performance] Enable Marlin GEMM kernels for the calibration-free RTN-based quantization (#26051)
Signed-off-by: Alex Kogan <alex.kogan@oracle.com>
Signed-off-by: Alex Kogan <82225080+sakogan@users.noreply.github.com>
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2025-10-13 18:52:54 +00:00 |
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Cyrus Leung
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afc47e4de7
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[Model] Use merge_by_field_config for MM models (M-N) (#26710)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-14 01:27:01 +08:00 |
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Rahul Tuli
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e3b90c1ba2
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[Bugfix][Speculative Decoding] Extend Eagle quantization config fix to llama_eagle.py (#26590)
Signed-off-by: Rahul Tuli <rtuli@redhat.com>
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2025-10-13 17:17:13 +00:00 |
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Sangyeon Cho
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a1b2d658ee
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[CI/Build] upgrade compressed-tensors to 0.12.2 to address LGPLv3 (#26501)
Signed-off-by: Sangyeon Cho <josang1204@gmail.com>
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2025-10-13 12:58:33 -04:00 |
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0d21b9b51e
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[UX] Speedup DeepGEMM warmup with heuristics (#25619)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-10-13 07:59:27 -07:00 |
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Bram Wasti
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3263799056
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[unrevert] Add batch invariant kernel override for FlashInfer backend [2/n] (#26373)
Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
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2025-10-13 10:24:53 -04:00 |
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Isotr0py
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8e67b2557a
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[Bugfix] Fix out of bound index issue for Jina-embedding-v3 RoPE with cuda graph (#26687)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-10-13 03:21:48 -07:00 |
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wang.yuqi
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767c3ab869
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[Model][0/N] Improve all pooling task | clean up (#25817)
Signed-off-by: wang.yuqi <noooop@126.com>
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2025-10-13 16:44:50 +08:00 |
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Jee Jee Li
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98f30b8cba
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[Model] Fix Skywork R1V mlp (#26673)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-10-12 22:42:17 -07:00 |
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yyzxwandwang.yuqi
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46ad73955a
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[FIX] Throwing an exception when the model does not support pool tasks (#25840) (#25855)
Signed-off-by: zxw <1020938856@qq.com>
Co-authored-by: wang.yuqi <noooop@126.com>
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2025-10-12 20:56:21 -07:00 |
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bnellnm
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60e419c1ee
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[Misc] cache result of disable_inplace (#26666)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-10-13 00:17:50 +00:00 |
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Huamin Li
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4fca1a1bd2
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[easy] fix pre commit error on trunk (#26665)
Signed-off-by: Huamin Li <3ericli@gmail.com>
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2025-10-12 21:25:34 +00:00 |
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Lukas Geiger
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a6049be73c
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[Models][Qwen3VL] Speedup fast_pos_embed_interpolate (#26647)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-10-13 01:20:07 +08:00 |
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gjgjosandCyrus Leung
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18ed7746ea
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[Feature] Add support for naver/splade-v3 (BERT-based sparse embedding model) (#26339)
Signed-off-by: gjgjos <gjgjos@naver.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2025-10-12 17:00:52 +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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Isotr0py
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045b396d09
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[Bugfix][CI/Build] Fix failing Mteb CI (#26638)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-10-12 02:42:42 -07:00 |
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Vadim Gimpelsonandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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82e64c7a20
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[PERF] [Qwen3-next] Speed up gated RMSNorm (#26207)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-10-12 08:27:50 +00:00 |
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Haisheng ChenandHaisheng Chen
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c5c8f5ea59
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[EPLB] Support ernie4.5-moe (#22100)
Signed-off-by: Haisheng Chen <langzs335@outlook.com>
Signed-off-by: Haisheng Chen <60504847+HsChen-sys@users.noreply.github.com>
Signed-off-by: Haisheng Chen <hac048@ucsd.edu>
Co-authored-by: Haisheng Chen <langzs335@outlook.com>
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2025-10-12 10:40:47 +08:00 |
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Jee Jee Li
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f0a30a067b
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[Bugfix] Fix qwen-moe packed_modules_mapping (#26634)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-10-11 15:21:33 +00:00 |
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JJJYmmmandliuye.hj
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9d6cff3ede
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[Bugfix][Qwen3VL] fix deepstack in qwen3vl (#26626)
Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com>
Signed-off-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
Co-authored-by: liuye.hj <liuye.hj@alibaba-inc.com>
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2025-10-11 05:58:33 -07:00 |
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Rahul Tuli
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d2a71530c1
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Add EAGLE-3 Speculative Decoding Support for Qwen3 MoE (#26485)
Signed-off-by: Rahul Tuli <rtuli@redhat.com>
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2025-10-11 10:14:41 +00:00 |
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727144bed1
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[Refactor]: Use M-RoPE interface directly while defining model class instead of maintaining model specific M-RoPE implementation in mrope.py (#24172)
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: wwl2755 <wangwenlong2755@gmail.com>
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2025-10-11 07:21:04 +00:00 |
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sangho.lee
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55392bc879
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[Bugfix][Multi Modal] Fix incorrect Molmo image processing (#26563)
Signed-off-by: sanghol <sanghol@allenai.org>
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2025-10-10 22:28:23 -07:00 |
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Roger Wangandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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ddaff2938e
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[MM] Move Qwen3Omni MRoPE impl to model file (#26608)
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-10-10 22:17:24 -07:00 |
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Harry Mellor
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7c12763b24
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Fix some typing issues found by mypy==1.18.2 (#26596)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-10 18:21:25 +00:00 |
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19a9b169bf
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Add Qwen3-Omni moe thinker (#25550)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Xiong Wang <feizi.wx@alibaba-inc.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-10-10 17:00:56 +00:00 |
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96ad65b7fe
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[Transform] [Quantization] Add QuTLASS support to vLLM (#24440)
Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Signed-off-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-10-10 09:43:40 -07:00 |
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Shane A
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8d2b8c0ff2
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[Model] Add FlexOlmo model implementation (#24923)
Signed-off-by: Shane A <shanea@allenai.org>
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2025-10-10 09:43:15 -07:00 |
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Lukas Geigerandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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b2155ed317
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[Model][Qwen3VL] Compute cu_seqlens on CPU to remove (#26496)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-10-10 09:42:17 -07:00 |
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7b03584de8
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Silu v2 (#25074)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: elvircrn <elvircrn@gmail.com>
Signed-off-by: Elvir Crnčević <elvircrn@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
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2025-10-10 15:19:53 +00:00 |
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Lucas Kabela
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213b64452a
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[Bugfix] Convert untraceable GroupShape to list for AMD impl (#26535)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
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2025-10-10 13:32:29 +00:00 |
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Lucas WilkinsonandBenjamin Chislett
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29255cfc3b
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[Spec-Decode] Support piecewise cudagraphs for Eagle head (#25109)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
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2025-10-10 01:20:31 -04:00 |
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Julien Denize
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c6187f55f7
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Refactor MistralTokenizer (#26358)
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
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2025-10-09 22:48:58 +00:00 |
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Wentao Ye
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1ee35382cb
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[Bug] Fix modular_kernel: ZeroDivisionError: integer division or modulo by zero (#26528)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-10-09 15:13:27 -07:00 |
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bnellnm
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a462331e36
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[Bugfix] Disable moe inplace for torch >= 2.9 (#26497)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-10-09 18:07:38 +00:00 |
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bnellnm
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47e66c24e2
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[Model] Apply shared experts overlap optimization to all models with shared experts (#26145)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-10-09 11:31:04 -04:00 |
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Lukas Geiger
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2c1c7dfb35
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[Models][Qwen] Replace pad with cat for better performance (#26486)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-10-09 14:51:26 +00:00 |
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Jiangyun Zhu
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5728da11ea
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Revert #26113 "[Frontend] CompilationConfig overhaul (#20283): deprecate use_inductor in favor of backend, simplify custom_ops" (#26472)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2025-10-09 05:43:55 -07:00 |
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Isotr0py
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d1ddf340c8
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[V0 deprecation] Remove QKVCrossParallelLinear implementation (#26475)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-10-09 10:52:27 +00:00 |
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Lukas Geiger
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0426e3c5e1
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[Models][Qwen3VL] Optimise _validate_and_reshape_mm_tensor (#26426)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-10-09 10:25:48 +00:00 |
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Jerry Zhang
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a83ff278d6
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[torchao] Add support for ModuleFqnToConfig using regex (#26001)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-10-09 08:32:32 +00:00 |
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Rahul Tuli
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cf4cd6c24f
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Add: Support for multiple hidden layers in Eagle3 (#26164)
Signed-off-by: Rahul Tuli <rtuli@redhat.com>
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2025-10-09 07:30:50 +00:00 |
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Harry Mellor
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b960441812
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Enable RMSNorm substitution for Transformers backend (#26353)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-09 07:28:51 +00:00 |
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1317028aa8
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[Model] Gemma3: Fix GGUF loading and quantization (#26189)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-10-09 07:00:53 +00:00 |
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Zhiyuan Li
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d24cf322e1
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[Hybrid]: Decouple Kernel Block Size from KV Page Size (#24486)
Signed-off-by: lizhiyuan <uniartisan2017@gmail.com>
Signed-off-by: Zhiyuan Li <uniartisan2017@gmail.com>
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2025-10-08 23:43:39 -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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bnellnm
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da364615fc
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[Kernels] Modular kernel refactor (#24812)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-10-08 17:51:52 -04:00 |
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Lukas Geiger
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93f2c0aa08
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[Models] Improve iteration over layers (#26425)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-10-08 20:48:33 +00:00 |
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+151
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241b4cfe66
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[Refactor] Refactor FP8 & INT8 Quant Folder inside w8a8 (#25293)
Signed-off-by: nicole-lihui <nicole.li@daocloud.io>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
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Signed-off-by: Agata Dobrzyniewicz <adobrzyniewicz@habana.ai>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: zxw <1020938856@qq.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: wang.yuqi <noooop@126.com>
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Signed-off-by: Tao Hui <taohui3@gmail.com>
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Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-10-08 10:20:48 -04:00 |
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Harry Mellor
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2f99f2f506
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Tidy vllm/config/__init__.py to only add classes and functions (#26405)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-08 07:10:00 -07:00 |
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