biondizzle/vllm
1
0
Fork 0
Code Issues Pull Requests Actions 2 Packages Projects Releases Wiki Activity
12,839 Commits 2 Branches 140 Tags
f32c629eb4cc2bbe85d321a6b382e30e33a32f7d
Commit Graph

74 Commits

Author SHA1 Message Date
Jee Jee Li
ce1eafd1a5 [Core] Initialize LoRA support for tower and connector in multi-modal models (#26674) 
Signed-off-by: bk-201 <joy25810@foxmail.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: Anexdeus <5142168@mail.ru>
 2025-12-26 04:48:20 -08:00
dengyunyang
8f8f469b1b [BugFix] skip language model in Encoder (#30242) 
Signed-off-by: dengyunyang <584797741@qq.com>
 2025-12-22 05:25:59 -08:00
Roger Wang
f5f51e5931 [Core][MM] Optimize encoder cache manager by operating with embeddings only (#30475) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Sun Kim <sunytokki@gmail.com>
 2025-12-16 14:18:17 -08:00
Shanshan Shen
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
ZiTian Zhao
ae88aada38 [Feature]Add EVS (Efficient Video Sampling) Support for Qwen3-VL (#29752) 
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
Co-authored-by: deitxfge <huhaibo1990@126.com>
 2025-12-14 05:24:56 -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
Cyrus Leung
3a3b06ee70 [Misc] Improve error message for is_multimodal (#30483) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-11 06:39:51 -08:00
Cyrus Leung
979f50efd0 [Deprecation] Remove fallbacks for embed_input_ids and embed_multimodal (#30458) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-11 06:58:23 +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
Tao Yun
6dcb07f676 support qwen3-vl handle requests with embeddings (#30037) 
Signed-off-by: taoyun <1069423820@qq.com>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-12-04 17:34:06 +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 Ma
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
Cyrus Leung
b34e8775a3 Revert "[CPU]Update CPU PyTorch to 2.9.0 (#29589)" (#29647) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-27 22:43:18 -08:00
EanWang211123
37b15e97e8 [Multimodal][Speculative Decoding]Eagle3 mm support, enablement on qwen3vl (#29594) 
Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
Signed-off-by: EanWang211123 <wangyiheng@sangfor.com.cn>
Co-authored-by: Louie Tsai <louie.tsai@intel.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-11-27 22:05:45 -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
Lukas Geiger
a9705a290a [Model][QwenVL] Replace torch.repeat_interleave with faster np.repeat (#28964) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-19 22:04:23 -08:00
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
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
Lukas Geiger
07cadab27a [Model][Qwen3VL] Cache positional embedding indices (#28475) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-11-15 19:03:09 +00:00
Lukas Geiger
f05d474c8a [Model][Qwen3VL] Use mm_position to compute mrope positions (#28730) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-14 19:45:11 -08:00
GuanH
cec275efce [Bugfix] resolve Qwen3-VL GPTQModel quantized model loading failure (#28663) 
Signed-off-by: GuanH <guansdrailib@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-14 18:44:27 +00:00
Shanshan Shen
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
Lukas Geiger
cbb799e314 [Model][Qwen3VL] Simplify get_mrope_input_positions using numpy (#28302) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-12 02:55:10 +00:00
Jee Jee Li
9d1c474704 [LoRA][1/N]Remove LoRA extra vocab (#28382) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-11 11:06:21 -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 Bonanni
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
Lukas Geiger
9973e6e04a [Model][Qwen3VL] Slighly speedup fast_pos_embed_interpolate (#28434) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-11 10:35:10 +00:00
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
Lukas Geiger
e0919f331d [Core][MM] Add mechanism to configure multimodal fields which should stay on CPU (#28168) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-07 12:14:29 +00:00
Lukas Geiger
0d8161b075 [Model] Fix Qwen3VL and Qwen3Omni after torch.compile changes (#27705) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-29 05:28:20 +00:00
Cyrus Leung
cbd5e07a51 [Model] Use merge_by_field_config for MM models (Qwen series) (#27546) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-27 05:38:05 +00:00
Cyrus Leung
66a168a197 [CI/Build] Refactor processing tests (#27470) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-25 16:14:30 +00:00
Isotr0py
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
14e2f1231e [Bugfix] Make get_mrope_input_positions instance methods (#27342) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-22 08:38:34 -07:00
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
d31f7844f8 [Misc] Move utils to avoid conflicts with stdlib, and move tests (#27169) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-19 05:20:55 -07:00
燃
4c91a28e30 [bugfix] Qwen3-VL fix video incorrect timestamp calculations while do_sample_frames=True (#27104) 
Co-authored-by: 松灵 <wpf272043@alibaba-inc.com>
 2025-10-17 16:26:33 +00:00
Jee Jee Li
9f4e30904b [Model] Fix Qwen3VL mm mapping (#27027) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-16 09:45:59 -07:00
Cyrus Leung
d2740fafbf [Chore] Separate out vllm.utils.collections (#26990) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-16 08:35:35 +00:00
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
Lukas Geiger
a6049be73c [Models][Qwen3VL] Speedup fast_pos_embed_interpolate (#26647) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-13 01:20:07 +08:00
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
JJJYmmm
9d6cff3ede [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>
 2025-10-11 05:58:33 -07:00
dsinghvi
727144bed1 [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>
 2025-10-11 07:21:04 +00:00
Lukas Geiger
b2155ed317 [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>
 2025-10-10 09:42:17 -07:00
Lukas Geiger
2c1c7dfb35 [Models][Qwen] Replace pad with cat for better performance (#26486) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-09 14:51:26 +00:00
Lukas Geiger
0426e3c5e1 [Models][Qwen3VL] Optimise _validate_and_reshape_mm_tensor (#26426) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-09 10:25:48 +00:00