allgather
8c0b6267d7
[Transformers v5] fix missing pixtral/voxtral multimodal dispatch ( #38410 )
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Signed-off-by: allgather <all2allops@gmail.com >
2026-03-29 09:59:06 +00:00
Cyrus Leung
502c41a8f6
[Model] Use helper function to run MM processors with token inputs (where applicable) ( #38018 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-03-26 16:44:04 +08:00
Cyrus Leung
ba2f0acc2d
[Misc] Reorganize inputs ( #35182 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-03-25 10:22:54 -07:00
Cyrus Leung
196802dfa6
[Misc] Clean up renderers ( #36770 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-03-11 16:39:29 +00:00
Cyrus Leung
d62856b928
[Misc] Move processors to transformers_utils ( #35953 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-03-09 11:31:39 +08:00
Cyrus Leung
392645454b
[Refactor] Decouple TimingContext from InputProcessingContext ( #35083 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-02-23 14:15:50 +00:00
Cyrus Leung
987506bca6
[Refactor] Simplify dummy data generation ( #35025 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-02-22 20:55:27 -08:00
Cyrus Leung
a0d8d944e2
[Renderer] Move MM Hash parsing into Renderer ( #34711 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-02-17 19:18:55 -08:00
Andreas Karatzas
de42abb366
[CI] Heavy refactoring of Voxtral multimodal audio model tests ( #34294 )
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Signed-off-by: Andreas Karatzas <akaratza@amd.com >
2026-02-13 20:04:29 -08:00
Patrick von Platen
6c0baee610
[Voxtral Realtime] Refactor & Improve buffering logic ( #34428 )
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Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-02-12 09:46:43 -08:00
Patrick von Platen
1100a97621
[Voxstral Realtime] Enable tests ( #33803 )
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Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com >
2026-02-12 09:43:24 -08:00
Isotr0py
0ab06100f4
[Multimodal] Expose mm_processor_kwargs for DummyInputsBuilder ( #34330 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn >
2026-02-11 09:37:40 -08:00
Andy Lo
ae871ca923
Minor cleanup for Voxtral ( #34247 )
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Signed-off-by: Andy Lo <andy@mistral.ai >
2026-02-10 18:18:30 +00:00
Artus Krohn-Grimberghe
8fd31f6245
[Bugfix] Voxtral prompt/audio placeholder alignment ( #34140 )
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Signed-off-by: Artus KG <artuskg@gmail.com >
2026-02-09 19:30:38 +00:00
Patrick von Platen
f0d5251715
[Voxtral models] Skip warm-up to skip confusing error message in warm-up ( #33576 )
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Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com >
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk >
2026-02-03 07:22:34 -08:00
Patrick von Platen
5019c59dd2
[Voxtral Realtime] Introduce global log mel max ( #33574 )
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Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-02-02 17:01:47 -05:00
Cyrus Leung
b10d05b8a8
[Model] Use explicit types in get_generation_prompt ( #33551 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-02-02 12:38:49 +00:00
Cyrus Leung
88c3e114d8
[Refactor] Move MM data parsing outside processor ( #33408 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-31 16:46:14 +00:00
Wentao Ye
010ec0c30e
[Deprecation] Deprecate seed_everything and scatter_mm_placeholders in v0.15 ( #33362 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-01-31 02:54:16 +00:00
Patrick von Platen
10152d2194
[Realtime API] Adds minimal realtime API based on websockets ( #33187 )
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Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com >
Co-authored-by: Nick Hill <nickhill123@gmail.com >
2026-01-30 18:41:29 +08:00
Cyrus Leung
51550179fc
[Refactor] Define MM data parser in processing info instead of processor itself ( #33260 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-29 13:55:17 +08:00
Cyrus Leung
dcd80206b7
[Chore] Update type annotation of input_ids in model forward ( #33063 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-26 06:02:10 -08:00
Patrick von Platen
3f3f89529d
[Voxtral] Add new streaming arch ( #32861 )
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Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-01-23 12:41:52 +01:00
Cyrus Leung
193069d129
[5/N] Initialize MM components in context managers (Q-Z) ( #32695 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-20 19:10:23 +00:00
Cyrus Leung
9ea07b41da
[1/N] Reorganize multimodal processing code ( #32327 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-14 15:25:31 +00:00
Patrick von Platen
18d4e481d0
[Voxtral] Fix speech transcription api ( #31388 )
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Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com >
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
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: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com >
Co-authored-by: bk-201 <joy25810@foxmail.com >
Co-authored-by: prashanth058 <prashanth.dannamaneni@uipath.com >
Co-authored-by: Anexdeus <5142168@mail.ru >
Co-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com >
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk >
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com >
2026-01-08 18:34:19 +08:00
Patrick von Platen
3faa8bee57
adapt voxtral ( #31095 )
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Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com >
2025-12-23 05:31:55 -08:00
Cyrus Leung
64251f48df
[Chore] Adjust tokenizer import to avoid circular imports ( #30601 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2025-12-13 04:42:39 -08:00
Cyrus Leung
e83b7e379c
Revert "[Renderer] Separate out RendererConfig from ModelConfig ( #30145 )" ( #30199 )
2025-12-07 00:00:22 -08:00
Cyrus Leung
27f4c2fd46
[Renderer] Separate out RendererConfig from ModelConfig ( #30145 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2025-12-06 23:15:42 -08:00
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
Cyrus Leung
653591d5e7
[Chore] Move tokenizer initialization methods ( #29793 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2025-12-02 13:33:37 +08:00
Cyrus Leung
34a984274e
[Misc] Refactor tokenizer interface ( #29693 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2025-11-29 04:02:21 -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
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
Julien Denize
c6187f55f7
Refactor MistralTokenizer ( #26358 )
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Signed-off-by: Julien Denize <julien.denize@mistral.ai >
2025-10-09 22:48:58 +00:00
Ayush Satyam
5f7e8a916a
[Model] Define merge_by_field_config MM interface (U-Z) ( #26261 )
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Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com >
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk >
2025-10-07 06:45:49 +00:00
Harry Mellor
557b2e961d
Remove all cases of fmt: on/off ( #26253 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2025-10-05 09:18:14 -07:00
Harry Mellor
4e256cadc2
Remove all references to yapf as it's no longer used ( #26251 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2025-10-05 09:18:11 -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
Alexandre Marques
c89ed8de43
Invert pattern order to make sure that out_proj layers are identified ( #24781 )
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Signed-off-by: Alexandre Marques <almarque@redhat.com >
2025-09-12 14:45:29 -07:00
Alexandre Marques
5931b7e5d9
[Models][Quantization] Add quantization configuration update in Voxtral model ( #24122 )
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Signed-off-by: Alexandre Marques <almarque@redhat.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com >
2025-09-10 19:13:56 -07:00
Russell Bryant
37e8182bfe
[v1] Add Whisper model support (encoder-decoder) ( #21088 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com >
Co-authored-by: NickLucche <nlucches@redhat.com >
2025-09-10 13:53:35 -07:00
Yash Pratap Singh
9e3c3a7df2
[LoRA]: Add LoRA support to Mistral's Voxtral models ( #24517 )
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Signed-off-by: Yash Pratap Singh <yashsingh20001@gmail.com >
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com >
2025-09-10 06:12:03 -07:00
Chenheli Hua
009d689b0c
[Core] Simplify and unify mm uuid handling & auto-generated mm hash overrides processing. ( #24271 )
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Signed-off-by: Chenheli Hua <huachenheli@outlook.com >
2025-09-09 21:36:09 -07:00
Nicolò Lucchesi
d46934b229
[Frontend] Gemma3n audio transcriptions/translations endpoint ( #23735 )
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Signed-off-by: NickLucche <nlucches@redhat.com >
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk >
2025-09-01 18:07:46 +08:00