Harry Mellor
cf3eacfe58
Standardise get_rope to use rope_parameters["partial_rotary_factor"], not rotary_dim ( #30389 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-12-11 20:45:23 +00:00
Cyrus Leung
c46b932df2
[Chore] Deprecate SupportsMultiModal.merge_by_field_config ( #30170 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-12-06 07:57:28 +00:00
Matthew Bonanni
430dd4d9eb
[Attention] Remove imports from vllm/attention/__init__.py ( #29342 )
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-11-26 10:53:15 -07:00
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
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
Jee Jee Li
9d1c474704
[LoRA][1/N]Remove LoRA extra vocab ( #28382 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-11-11 11:06:21 -08:00
sangho.lee
8865da157b
[Bugfix][Multi Modal] Fix incorrect Molmo token processing ( #26873 )
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Signed-off-by: sanghol <sanghol@allenai.org>
2025-10-15 07:13:59 +00:00
Cyrus Leung
afc47e4de7
[Model] Use merge_by_field_config for MM models (M-N) ( #26710 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-14 01:27:01 +08:00
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
sangho.lee
55392bc879
[Bugfix][Multi Modal] Fix incorrect Molmo image processing ( #26563 )
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Signed-off-by: sanghol <sanghol@allenai.org>
2025-10-10 22:28:23 -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
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
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
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
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
whx
4a9375fe9d
[Model] Pass param prefix to LLMHead ( #24862 )
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Signed-off-by: whx-sjtu <2952154980@qq.com>
2025-09-17 16:01:27 +08:00
Wenlong Wang
4c04eef706
[BugFix][Multi Modal] Fix TensorSchema shape mismatch in Molmo ( #24559 )
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Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
2025-09-10 06:14:27 -07:00
Lukas Geiger
de533ab2a1
[Models] Improve iteration over layers ( #19497 )
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
2025-08-29 09:26:34 +08:00
Benji Beck
a482e4e769
Migrate MolmoImageInputs to TensorSchema ( #22022 )
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Signed-off-by: Benji Beck <benjibeck@meta.com>
2025-08-21 16:54:08 +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
Cyrus Leung
b024a42e93
[Core] Move multimodal placeholder from chat utils to model definition ( #20355 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-07-03 08:18:30 +00:00
Russell Bryant
14fdd21d39
[Core] More fixes to MultiModalEmbeddings type handling ( #19715 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-06-18 22:48:29 +00:00
Russell Bryant
90f9c2eb5c
[V1] Change return type on get_multimodal_embeddings() ( #19446 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-06-16 13:32:15 -04:00
Simon Mo
02f0c7b220
[Misc] Add SPDX-FileCopyrightText ( #19100 )
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Signed-off-by: simon-mo <simon.mo@hey.com>
2025-06-03 11:20:17 -07:00
Hyogeun Oh (오효근)
a68e293cb9
[Doc] Convert Sphinx directives ( {class}, {meth}, {attr}, ...) to MkDocs format for better documentation linking ( #18663 )
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Signed-off-by: Zerohertz <ohg3417@gmail.com>
2025-05-27 01:44:20 -07:00
Harry Mellor
26d0419309
Update deprecated type hinting in models ( #18132 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-14 22:06:50 -07:00
Wanrui Dai
f80ae5bdcf
[Kernel] Use fused rmsnorm for some models like qwen3 series ( #17735 )
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Signed-off-by: evian <eviantai@u.nus.edu>
Co-authored-by: evian <eviantai@u.nus.edu>
2025-05-06 23:10:02 -07:00
Harry Mellor
d6484ef3c3
Add full API docs and improve the UX of navigating them ( #17485 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-03 19:42:43 -07:00
Woosuk Kwon
b411418ff0
[Chore] Remove Sampler from Model Code ( #17084 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-04-24 02:49:33 -07:00
Cyrus Leung
56d4aefa33
[VLM] Avoid unnecessary dummy multimodal data during processing ( #16416 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-10 19:32:14 +00:00
Cyrus Leung
83b824c8b4
[VLM] Remove BaseProcessingInfo.get_mm_max_tokens_per_item ( #16408 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-10 09:06:58 -07:00
Nicolò Lucchesi
d55244df31
[Model] Add SupportsMultiModal.get_language_model interface ( #16007 )
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Signed-off-by: NickLucche <nlucches@redhat.com>
2025-04-09 04:12:54 -07:00
Roger Wang
f2ebb6f541
[V1] Scatter and gather placeholders in the model runner ( #16076 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Jennifer Zhao <ai.jenniferzhao@gmail.com>
2025-04-08 10:43:41 +08:00
Roger Wang
af51d80fa1
Revert "[V1] Scatter and gather placeholders in the model runner" ( #16075 )
2025-04-04 14:50:57 -07:00
Cyrus Leung
f5722a5052
[V1] Scatter and gather placeholders in the model runner ( #15712 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
2025-04-04 21:26:44 +00:00
Cyrus Leung
ac5bc615b0
[Model] MiniCPM-V/O supports V1 ( #15487 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-03-27 06:07:29 -07:00
Cyrus Leung
e6c9053f9e
[Misc] Clean up scatter_patch_features ( #15559 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-03-27 07:45:00 +00:00
Cyrus Leung
997c8811d6
[Model] Support multi-image for Molmo ( #15438 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-03-26 11:26:33 +08:00
Cyrus Leung
61f412187d
[Bugfix] Re-enable Gemma3 for V1 ( #14980 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-03-18 23:58:22 -07:00
Rémi Delacourt
61c6a5a796
[VLM] Merged multi-modal processor for Pixtral ( #12211 )
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Signed-off-by: remi <remi@mistral.ai>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-03-15 06:28:27 -07:00
Cyrus Leung
3556a41434
[VLM] Limit multimodal input cache by memory ( #14805 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-03-15 02:52:05 -07:00
Cyrus Leung
ab93f1360f
[VLM] Various cleanup and fixes ( #14806 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-03-14 05:58:19 -07:00
Cyrus Leung
601bd3268e
[Misc] Clean up type annotation for SupportsMultiModal ( #14794 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-03-14 00:59:56 -07:00
lkchen
5d802522a7
[V1][VLM][Pixtral-HF] Support Pixtral-HF on V1 ( #14275 )
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Signed-off-by: Linkun Chen <github@lkchen.net>
2025-03-06 08:58:41 +00:00
lkchen
b3cf368d79
[V1][Molmo] Fix get_multimodal_embeddings() in molmo.py ( #14161 )
2025-03-04 15:43:59 +00:00
Cyrus Leung
f7bee5c815
[VLM][Bugfix] Enable specifying prompt target via index ( #14038 )
2025-02-28 07:35:55 -08:00
Cyrus Leung
f1579b229d
[VLM] Generalized prompt updates for multi-modal processor ( #13964 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-02-27 17:44:25 +00:00
Harry Mellor
cdc1fa12eb
Remove unused kwargs from model definitions ( #13555 )
2025-02-24 17:13:52 -08:00
Jee Jee Li
105b8ce4c0
[Misc] Reduce LoRA-related static variable ( #13166 )
2025-02-22 00:21:30 -08:00
Cyrus Leung
377d10bd14
[VLM][Bugfix] Pass processor kwargs properly on init ( #13516 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-02-19 13:13:50 +00:00
