Roger Wang
0ff70821c9
[Core] Deprecate xformers ( #29262 )
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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 )
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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 )
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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 )
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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 )
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Signed-off-by: gcanlin <canlinguosdu@gmail.com>
2025-11-18 11:51:54 +00:00
Shanshan Shen
41b92f7d38
[Model][MM] Extract conv layer as CustomOp ( #28455 )
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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 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-12 19:14:33 -08:00
Canlin Guo
bc5bd45c7d
[Refactor] Remove redundant TP gather/split in split_qkv in QwenVL ( #28271 )
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Signed-off-by: gcanlin <canlinguosdu@gmail.com>
2025-11-12 15:56:47 +00:00
Cyrus Leung
afffd3cc8a
[Model] Pass mm_features directly into get_mrope_input_positions ( #28399 )
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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 )
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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 )
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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 )
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
2025-11-07 12:14:29 +00:00
Cyrus Leung
879a06579e
[CI/Build] Bump transformers version ( #27528 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-31 22:11:07 -07:00
Yan Ma
7e2729b57e
[Multimodal][XPU]Enable vision attn backend for xpu platform ( #27525 )
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Signed-off-by: Yan Ma <yan.ma@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Yejing Lai <yejing.lai@intel.com>
Co-authored-by: Guancheng Fu <110874468+gc-fu@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2025-11-01 04:45:02 +00:00
Cyrus Leung
cbd5e07a51
[Model] Use merge_by_field_config for MM models (Qwen series) ( #27546 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-27 05:38:05 +00:00
JartX
65d2cf9511
[BUGFIX][ROCM] ViT FlashAttention on ROCm (no GFX9) and contiguous on qwen3vl ROCm TORCH_SDPA ( #27190 )
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Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-10-26 15:08:52 +08:00
Isotr0py
42efe609ba
[MM][Bugfix] Replace PatchEmbed's conv3d to linear layer ( #27418 )
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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
Bradley D
570c3e1cd4
[Bugfix] Honor --mm_encoder_attn_backend when used ( #27124 )
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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 )
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Signed-off-by: Roger Wang <hey@rogerw.io>
2025-10-21 00:30:10 -07:00
Lukas Geiger
5c2acb270a
[Models][QwenVL] Remove unnecessary .contiguous() calls ( #27106 )
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
2025-10-18 07:05:05 -07:00
Cyrus Leung
d2f816d6ff
[Bugfix] Standardize merging multimodal embeddings ( #26771 )
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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 )
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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 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-05 07:06:22 -07:00
yuafng
86ee949128
Fix tensor device and dtype placement in Qwen2VL model ( #26219 )
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Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Yuanfeng Li <yuanfengli@meta.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-10-04 06:41:39 -07:00
Chendi.Xue
dd96465fd7
[BugFix][QWEN-VL]fix wrong apply_rotary_emb_torch selection introduced by #24642 ( #26123 )
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Signed-off-by: Chendi Xue <Chendi.Xue@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-10-03 08:52:26 -07:00
Wenlong Wang
79aa244678
[Multi Modal] Configurable MM Profiling ( #25631 )
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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
TJian
9c5ee91b2a
[ROCm] [VL] [Bugfix] Fix vit flash attn dispatcher logic for ROCm ( #26104 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-10-02 22:34:53 -07:00
Matthew Bonanni
2aaa423842
[Attention] Move Backend enum into registry ( #25893 )
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-10-02 20:32:24 -07:00
vllmellm
5e4a8223c6
[Qwen][ROCm] Flash Attention Rotary Embeddings ( #24642 )
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-10-02 08:26:08 -07:00
Isotr0py
bd51f78e39
[V0 Deprecation][Models] Remove all V0 condition for mm embeddings merge ( #25331 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
2025-09-29 14:09:18 +08:00
Isotr0py
0efd540dbc
[VLM] Update Qwen3-VL max_num_video_tokens calculation for configurable video profiling ( #25557 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-09-28 04:21:01 +00:00
Cyrus Leung
27d7638b94
[Bugfix] Merge MM embeddings by index instead of token IDs ( #16229 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-09-27 08:15:12 +00:00
Isotr0py
d4d9899860
[Quantization] Add field to skip unquantized modules for GPTQ config ( #25455 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-09-26 15:47:41 +00:00
Isotr0py
17b4c6685c
[Bugfix] Fix Qwen3-VL max_num_video_tokens calculation for video profiling ( #25648 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-09-25 18:36:01 +08:00
Cyrus Leung
babad6e5dd
[Misc] Move DP for ViT code inside model executor dir ( #25459 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-09-23 09:20:52 +00:00
Cyrus Leung
c98be0a232
[Model] Enable DP for ViT in Qwen2-VL ( #25445 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-09-23 05:17:10 +00:00
Woosuk Kwon
1c3ffdbecc
[V0 Deprecation] Remove V0 sampling metadata ( #25345 )
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Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
2025-09-21 10:37:11 -07:00
Wenlong Wang
035fd2bd2c
[Multi Modal][Performance] Fused Q,K's apply_rope in more models ( #25005 )
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Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-09-21 03:55:10 +00:00
Aziz
38db529f66
[feat]: Create interface for model-specific M-RoPE ( #24194 )
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Signed-off-by: AzizCode92 <azizbenothman76@gmail.com>
Signed-off-by: Aziz <azizbenothman76@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-09-18 19:18:56 +00:00
Roger Wang
0f7acdd73c
[Model] Support Qwen3-VL Model Series ( #24727 )
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Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Huang Jie <92386084+JJJYmmm@users.noreply.github.com>
Co-authored-by: 松灵 <26085463+wulipc@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-09-17 05:01:04 +00:00
Hyogeun Oh (오효근)
9a8966bcc2
[Docs] Fix warnings in mkdocs build (continued) ( #24791 )
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Signed-off-by: Zerohertz <ohg3417@gmail.com>
2025-09-13 00:13:44 -07:00
Lukas Geiger
57f94e88ea
[Models] Optimise and simplify _validate_and_reshape_mm_tensor ( #24742 )
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
2025-09-12 15:37:37 +00:00
Wenlong Wang
72fc8aa412
[Multi Modal] Add FA3 in VIT ( #24347 )
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Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
2025-09-12 21:27:24 +08:00
Chatcharin Sangbutsarakum
60f0843ef8
[Model] Remove unnecessary CUDA sync of Qwen2VL image and video preprocess ( #24334 )
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Signed-off-by: Win <chatcharinsang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-09-07 23:11:12 -07:00
Benji Beck
37a6fa95fd
Migrate Qwen2 inputs to TensorSchema ( #23475 )
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Signed-off-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-09-06 20:07:31 -07:00
Roger Wang
eddaafc1c7
[Multimodal] Improve max video embedding length estimation in V1 ( #24312 )
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Signed-off-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Roger Wang <hey@rogerw.me>
2025-09-06 02:33:19 -07:00
bppps
424fb7a5d2
[BugFix] Fix the issue where image embeddings were incorrectly split.… ( #23366 )
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Signed-off-by: bppps <bpppsaka@gmail.com>
Co-authored-by: zouyu.zzx <zouyu.zzx@alibaba-inc.com>
Co-authored-by: bppps <bpppsaka@gmail.com>
2025-08-22 16:56:46 +00:00
TJian
1298c67795
[FEAT] [Performance] Enable DP for ViT in Qwen2.5VL ( #22742 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-08-19 15:25:57 +00:00
Cyrus Leung
27e8d1ea3e
[Refactor] Define MultiModalKwargsItems separate from MultiModalKwargs ( #23053 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-08-18 09:52:00 +00:00
Woosuk Kwon
c55bc1db26
[Misc] Remove dead return ( #23061 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-08-17 10:36:46 -07:00