 Nick Hill
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6c18a54648
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[Perf] Avoid h2d copies from non-pinned CPU tensors (#54299)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-08-29 12:06:30 +08:00 |
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Wentao Ye
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70021a0081
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[Mypy Fix] Mypy fix for "vllm/model_executor/models/[gG]" (#53616)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-08-25 09:47:16 -07:00 |
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Cyrus LeungandQwen Code
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ebcd606467
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[MM] Simplify prompt updates: replace PromptSeq with list[int] (#53372)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Qwen Code <noreply@alibaba-inc.com>
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2026-08-23 14:50:32 +08:00 |
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Cyrus Leung
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0b19ebcacd
|
[MM] Simplify _apply_hf_processor_main (#53275)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-08-22 01:49:37 -07:00 |
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linitra24
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e85d1b69cf
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[Bugfix][LoRA] Use an explicit capability flag for tower connector LoRA (#53092)
Signed-off-by: linitra24 <Joy25810@foxmail.com>
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2026-08-21 09:45:54 +00:00 |
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Cyrus Leung
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b00f475f09
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[MM] Remove text components from ProcessorInputs (#53093)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-08-20 20:42:53 -07:00 |
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Nick Hill
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3e3ceb1961
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[Perf] Avoid more GPU<->CPU syncs in multimodal encoders (#52369)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
|
2026-08-14 10:40:14 -07:00 |
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Nick Hill
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f97e502969
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[Perf] Avoid more GPU<->CPU syncs on the model execution path (#51738)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
|
2026-08-11 19:30:34 -07:00 |
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Nick Hill
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9b0afeb4f6
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[Perf] Avoid some more unnecessary GPU<->CPU syncs (#51458)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-08-08 17:13:26 -07:00 |
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labAxiaoming
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1db989bbf1
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[Bugfix][Multimodal] Fix video temporal padding estimates (#49030)
Signed-off-by: xiaoming <1259730330@qq.com>
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2026-07-29 01:57:31 +08:00 |
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Aarushi JainandAndreas Karatzas
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c064fa52b6
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Fix GLM-4.1V video placeholder token ID handling. (#49484)
Signed-off-by: aarushjain29 <Aarushi.Jain2@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-07-24 12:35:16 -07:00 |
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labAxiaoming
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bf578e1abd
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[Bugfix][GLM4V] Fix video dummy profiling and memory usage (#48729)
Signed-off-by: xiaoming <1259730330@qq.com>
|
2026-07-18 01:44:45 +08:00 |
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labAxiaoming
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d6d39c111e
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[GLM4V] Avoid GLM4V processor init during startup metadata reads (#47155)
Signed-off-by: xiaoming <1259730330@qq.com>
|
2026-07-03 15:03:16 -07:00 |
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Harry Mellor
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1ab9522935
|
Remove more unnecessary load_weights methods (#47058)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-06-30 15:22:16 +01:00 |
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ad32608e24
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[MM][Perf][CG] Support dual-path ViT full CUDA graph for DeepSeek-OCR (#43586)
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-06-16 04:35:20 -07:00 |
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9f153aa781
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[MM][Perf][CG] Support ViT full CUDA graph for glm4_1v image and video inference (#40576)
Signed-off-by: grYe99 <guorongye99@gmail.com>
Co-authored-by: grYe99 <guorongye99@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-06-09 11:13:56 +08:00 |
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212deff2ec
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[feat] add GlmgaProcessor specific logits in glm4_1v.py (#43575)
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
|
2026-05-29 02:56:02 +00:00 |
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Nick Hill
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b82e908b4c
|
[Perf][4/n] Eliminate various GPU<->CPU syncs (#42347)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
|
2026-05-19 10:35:54 -04:00 |
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Jared Wen
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757eafcf37
|
[bug-fix] GLM OCR Patch Merger context_dim (#37962)
Signed-off-by: JaredforReal <w13431838023@gmail.com>
|
2026-03-26 05:11:21 -07:00 |
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Cyrus Leung
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ba2f0acc2d
|
[Misc] Reorganize inputs (#35182)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-03-25 10:22:54 -07:00 |
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Yang Liu
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b050700462
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[Perf] Optimize glm4.xv VIT (#37779)
Signed-off-by: Yang <lymailforjob@gmail.com>
|
2026-03-22 06:12:34 +00:00 |
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Cyrus Leung
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9515c20868
|
[Misc] Clean up processing logic (#37541)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-03-19 13:30:20 +00:00 |
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545d18d81b
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[Bugfix] Support other quantization methods in glm41v (#36321)
Signed-off-by: g00887675/loganJane <g00887675/loganJane73@hotmail.com>
Co-authored-by: g00887675/loganJane <g00887675/loganJane73@hotmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-03-11 09:48:05 +00:00 |
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Cyrus Leung
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987506bca6
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[Refactor] Simplify dummy data generation (#35025)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-22 20:55:27 -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>
|
2026-02-15 06:32:47 -08:00 |
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haosdent
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dcf6ee8592
|
[Bugfix] Fix encoder cache underestimation for GLM-4V/GLM-OCR single image (#34483)
Signed-off-by: haosdent <haosdent@gmail.com>
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2026-02-12 21:04:06 -08:00 |
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Isotr0py
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0ab06100f4
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[Multimodal] Expose mm_processor_kwargs for DummyInputsBuilder (#34330)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-02-11 09:37:40 -08:00 |
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Shanshan Shen
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9fb27dd3b3
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[MM] Align the prefix of MMEncoderAttention with Attention (#33750)
Signed-off-by: shen-shanshan <467638484@qq.com>
|
2026-02-04 04:07:30 +00:00 |
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Shanshan Shen
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5c4f2dd6ef
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[MM] Pass prefix parameter to MMEncoderAttention (#33674)
Signed-off-by: shen-shanshan <467638484@qq.com>
|
2026-02-03 06:47:41 -08:00 |
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Yang Liu
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199e3cb476
|
[Model] Use mm_position to compute mrope positions for GLM-4.xV (#33039)
Signed-off-by: Yang <lymailforjob@gmail.com>
|
2026-02-02 16:55:48 +00:00 |
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Cyrus Leung
|
51550179fc
|
[Refactor] Define MM data parser in processing info instead of processor itself (#33260)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-01-29 13:55:17 +08:00 |
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Matthew Bonanni
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a608b4c6c2
|
[5/N][Attention] Finish eliminating vllm/attention folder (#32064)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-01-27 10:02:51 -05:00 |
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Yuxuan ZhangandIsotr0py
|
bb17e8f11c
|
[GLM-OCR] GLM-OCR with MTP Support (#33005)
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-01-26 06:24:43 -08:00 |
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Cyrus Leung
|
dcd80206b7
|
[Chore] Update type annotation of input_ids in model forward (#33063)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-01-26 06:02:10 -08:00 |
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Isotr0py
|
9ad7f89f55
|
[Models]: Make Multimodal config implicit in ViT implementation (#31972)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-01-24 20:34:26 +08:00 |
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Cyrus Leung
|
e1a34c3a5d
|
[2/N] Initialize MM components in context managers (E-H) (#32641)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-01-20 08:12:56 +00:00 |
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Cyrus Leung
|
9ea07b41da
|
[1/N] Reorganize multimodal processing code (#32327)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-01-14 15:25:31 +00:00 |
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Matthew Bonanni
|
2612ba9285
|
[1/N][Attention] Restructure attention: move files (#31916)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-01-09 13:10:24 -08:00 |
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Isotr0py
|
2972a05473
|
[MM Encoder]: Make MMEncoderAttention's scale takes effect properly (#31950)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-01-08 02:33:48 -08:00 |
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ZyyericandJee Jee Li
|
63baa28cf5
|
[Model] Enable LoRA support for tower and connector in GLM4-V (#31652)
Signed-off-by: Zyyeric <eric1976808123@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
|
2026-01-08 15:45:53 +08:00 |
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3bd9c49158
|
[CustomOp] Extract ApplyRotaryEmb as CustomOp and unify the dispatch logic (#29873)
Signed-off-by: shen-shanshan <467638484@qq.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2025-12-15 19:08:16 -08:00 |
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87b4d1557d
|
[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>
|
2025-12-15 11:13:32 +08:00 |
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Harry Mellor
|
cf3eacfe58
|
Standardise get_rope to use rope_parameters["partial_rotary_factor"], not rotary_dim (#30389)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-12-11 20:45:23 +00:00 |
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gh-wf
|
36c9ce2554
|
Ensure minimum frames for GLM 4.6V compatibility (#30285)
Signed-off-by: Wayne Ferguson <wayneferguson@gmail.com>
|
2025-12-11 05:26:49 +00:00 |
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Dazhi Jiang
|
bcb6f5947f
|
[Perf] Remove sync point in vit torch sdpa attn backend (#30232)
Signed-off-by: Dazhi Jiang <dazhi_jiang@163.com>
|
2025-12-08 07:12:42 +00:00 |
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Cyrus Leung
|
671427efbf
|
[Model] Move multimodal_cpu_fields definition to field config (#30181)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-12-06 13:40:02 +00:00 |
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Cyrus Leung
|
c46b932df2
|
[Chore] Deprecate SupportsMultiModal.merge_by_field_config (#30170)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-12-06 07:57:28 +00:00 |
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Cyrus Leung
|
fe3398fab2
|
[Chore] Enable passing tokenizer=None into MM processor (#29724)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-11-29 06:25:10 -08:00 |
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Mingyuan MaandRoger Wang
|
460d8bbf2d
|
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>
|
2025-11-28 05:52:42 -08:00 |
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Roger Wang
|
0ff70821c9
|
[Core] Deprecate xformers (#29262)
Signed-off-by: Roger Wang <hey@rogerw.io>
|
2025-11-24 04:18:55 +00:00 |
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