Commit Graph
83 Commits
Author SHA1 Message Date
Cyrus Leung 987506bca6 [Refactor] Simplify dummy data generation (#35025)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-22 20:55:27 -08:00
Isotr0py 71cd89264f [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
haosdent dcf6ee8592 [Bugfix] Fix encoder cache underestimation for GLM-4V/GLM-OCR single image (#34483)
Signed-off-by: haosdent <haosdent@gmail.com>
2026-02-12 21:04:06 -08:00
Isotr0py 0ab06100f4 [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
Shanshan Shen 9fb27dd3b3 [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
Shanshan Shen 5c4f2dd6ef [MM] Pass prefix parameter to MMEncoderAttention (#33674)
Signed-off-by: shen-shanshan <467638484@qq.com>
2026-02-03 06:47:41 -08:00
Yang Liu 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
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
Matthew Bonanni 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Roger Wang 0ff70821c9 [Core] Deprecate xformers (#29262)
Signed-off-by: Roger Wang <hey@rogerw.io>
2025-11-24 04:18:55 +00:00
Yuxuan Zhang 0c80efd94f GLM-V video segmentation solution adjustment (#28941)
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
2025-11-19 17:32:55 +00:00
Harry Mellor a8b70304d6 Update rope_scaling to rope_parameters in preparation for Transformers v5 (#28542)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-19 09:06:36 -08:00
Lukas Geiger 3d4e7d34be [Model][QwenVL] Simplify cos/sin rotary embedding indexing (#28962)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
2025-11-19 05:43:01 +00:00
Isotr0py e4bb2684bc [Models] Replace all nn.Conv2d with vLLM's Conv2dLayer (#28842)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-11-18 18:56:04 +00:00
Canlin Guo b9489f51e1 [Model][Perf] Use cos and sin cache in QwenVL (#28798)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
2025-11-18 11:51:54 +00:00
Shanshan ShenandIsotr0py 41b92f7d38 [Model][MM] Extract conv layer as CustomOp (#28455)
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-11-14 19:16:13 +08:00
Harry Mellor 97d1c99302 Rename clashing method names for vLLM model protocol (#27583)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-12 19:14:33 -08:00
Cyrus Leung afffd3cc8a [Model] Pass mm_features directly into get_mrope_input_positions (#28399)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-11-11 21:14:48 +08:00
Matthew BonanniandLuka Govedič b30dfa03c5 [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>
2025-11-11 07:40:44 -05:00
Cyrus Leung d0e186c16f [V0 Deprecation] Remove unused context_len and seq_len from M-RoPE (#28395)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-11-11 00:30:06 +08:00
vllmellm b13a447546 [Bugfix][ROCm] Fix ViT rotary embeddings for torch.compile compatibility on ROCm (#27748)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-11-03 17:12:19 -08:00
Isotr0py 7e06c40e63 [Bugfix] Fix broken MRoPE for GLM-4.1V/GLM-4.5V (#27860)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-10-31 17:04:51 +00:00
Isotr0pyandRoger Wang 42efe609ba [MM][Bugfix] Replace PatchEmbed's conv3d to linear layer (#27418)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-10-24 07:32:47 +00:00
Cyrus Leung fe2016de2d [CI/Build] Remove unnecessary flags from test registry (#27353)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-23 14:42:40 +00:00
570c3e1cd4 [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>
2025-10-23 20:09:52 +08:00
Roger Wang c3a2c6ac5f [MM][Core] Decouple ViT backend from LM backend (#27061)
Signed-off-by: Roger Wang <hey@rogerw.io>
2025-10-21 00:30:10 -07:00
Cyrus Leung d2f816d6ff [Bugfix] Standardize merging multimodal embeddings (#26771)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-14 09:36:21 +00:00
Harry Mellor 8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-12 09:51:31 -07:00
Harry Mellor d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-05 07:06:22 -07:00
Cyrus Leung 44ea85137a [Model] Support nested structures for TensorSchema (#26212)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-04 01:20:32 -07:00
Wenlong WangandHarry Mellor 79aa244678 [Multi Modal] Configurable MM Profiling (#25631)
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-03 03:59:10 -07:00
Cyrus Leung 39b643dc1a [Model] Use merge_by_field_config for MM models (G) (#26117)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-02 22:38:29 -07:00
TJian 9c5ee91b2a [ROCm] [VL] [Bugfix] Fix vit flash attn dispatcher logic for ROCm (#26104)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-10-02 22:34:53 -07:00