Michael Goin and GitHub
29fba76781
[UX] Use gguf repo_id:quant_type syntax for examples and docs ( #33371 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
2026-01-31 12:14:54 +08:00
Isotr0py and GitHub
9df152bbf6
[Misc] Algin Qwen3-VL-embedding image example outputs with HF repo example ( #33419 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn >
2026-01-30 19:36:56 -08:00
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
ba45bedfd1
[model] Add support for openPangu7B-VL ( #32449 )
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Signed-off-by: hujiaxin <524446785@qq.com >
Signed-off-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com >
Co-authored-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com >
2026-01-30 15:54:27 +08:00
Harry Mellor and GitHub
9432ed8c7e
Explicitly set return_dict for apply_chat_template ( #33372 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-01-30 07:27:04 +00:00
070c811d6f
[CI][AMD] Skip 4 GPUs testgroup ray tests ( #33305 )
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Signed-off-by: Ryan Rock <ryan.rock@amd.com >
Co-authored-by: TJian <tunjian.tan@embeddedllm.com >
2026-01-29 21:39:53 -08:00
Wang Haoyu and GitHub
c46b0cd0af
[Model][Multimodal] Add explicit MusicFlamingo adapter ( #32696 )
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Signed-off-by: WangHaoyuuu <mailwhaoyu@gmail.com >
2026-01-30 11:01:29 +08:00
Roger Wang and GitHub
8b3f0a99dd
[Models] Qwen3-ASR ( #33312 )
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Signed-off-by: Roger Wang <hey@rogerw.io >
2026-01-29 19:27:15 +08:00
abb34ac43a
[Bugfix] Fix Qwen3-VL-Reranker load. ( #33298 )
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
Signed-off-by: wang.yuqi <noooop@126.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-01-29 08:42:53 +00:00
36d450e3b8
Adds FunAudioChat multimodal audio model support ( #2 ) ( #33058 )
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Signed-off-by: ramos <49182011+nemoramo@users.noreply.github.com >
Signed-off-by: mayufeng <mayufeng@example.com >
Co-authored-by: mayufeng <mayufeng@example.com >
2026-01-28 05:18:09 +00:00
Harry Mellor and GitHub
2eb673a088
Add flake8-implicit-str-concat rules to Ruff ( #33191 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-01-28 04:56:10 +00:00
Jared Wen and GitHub
6ee7f18f33
[Logging] add --disable-access-log-for-endpoints CLI option ( #30011 )
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Add a new CLI option --disable-access-log-for-endpoints to suppress
uvicorn access logs for specified endpoints (e.g., /health, /metrics, /ping).
This addresses the need to reduce log noise in production environments
where health check endpoints are frequently polled by load balancers or
monitoring systems, generating excessive log entries that obscure
meaningful request logs.
Fixes #29982
Signed-off-by: JaredforReal <w13431838023@gmail.com >
2026-01-26 21:49:03 +00:00
bb17e8f11c
[GLM-OCR] GLM-OCR with MTP Support ( #33005 )
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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
6ca2c91b96
[Model] Use mm_position to compute mrope positions for Qwen3-Omni ( #33010 )
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Signed-off-by: Itay Etelis <itay.etelis@ibm.com >
Co-authored-by: Itay Etelis <itay.etelis@ibm.com >
2026-01-26 13:48:07 +00:00
b40db4dfec
[StepVL] add step vl offline example ( #33054 )
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Signed-off-by: luotingdan <luotingdan@stepfun.com >
Co-authored-by: luotingdan <luotingdan@stepfun.com >
2026-01-26 01:00:32 -08:00
Cyrus Leung and GitHub
11b556878b
[Refactor] Use data parser for matching data items to multi-modal UUIDs ( #32955 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-26 15:00:28 +08:00
a698e8e7ad
[Model] Use mm_position to compute mrope positions for Qwen2.5-Omni ( #32772 )
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Signed-off-by: Itay Etelis <itay.etelis@ibm.com >
Co-authored-by: Itay Etelis <itay.etelis@ibm.com >
2026-01-25 20:15:53 +08:00
Mark McLoughlin and GitHub
1cb4341fbc
[ROCm][PD] Remove unused moriio connector proxy code ( #32939 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com >
2026-01-23 15:59:04 +00:00
05f3d714db
[Frontend][3/n] Make pooling entrypoints request schema consensus | EmbedRequest & ClassifyRequest ( #32905 )
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
Signed-off-by: wang.yuqi <noooop@126.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-01-23 12:03:44 +00:00
wang.yuqi and GitHub
328cbb2773
[Frontend][2/n] Make pooling entrypoints request schema consensus | ChatRequest ( #32574 )
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
2026-01-22 10:32:44 +00:00
cea3c754c4
[Quantization][Deprecation] Remove DeepSpeedFp8 ( #32679 )
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Signed-off-by: Robert Shaw <robshaw@redhat.com >
Co-authored-by: Robert Shaw <robshaw@redhat.com >
2026-01-21 09:32:12 -05:00
Kim Hee Su and GitHub
7727ce35c2
[Model] Add Eagle2.5-8B Vision-Language Model support ( #32456 )
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Signed-off-by: kimheesu <wlskaka4@gmail.com >
2026-01-21 09:39:53 +00:00
Cyrus Leung and GitHub
09194b90a5
[Doc] Update docs for MM model development with context usage ( #32691 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-20 10:37:35 -08:00
bb9172030e
[Metrics] Complete removal of deprecated vllm:time_per_output_token_seconds metric ( #32661 )
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This PR completes the removal of the deprecated vllm:time_per_output_token_seconds
metric that was deprecated in v0.11, hidden in v0.12, scheduled for removal in v0.13,
but delayed until v0.15.
Signed-off-by: carlory <baofa.fan@daocloud.io >
Co-authored-by: Claude Haiku 4.5 <noreply@anthropic.com >
2026-01-20 12:28:41 +00:00
Cyrus Leung and GitHub
4753f3bf69
[Model] Use context managers for encoder- and LM-only mode ( #32605 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-20 11:43:38 +08:00
Tomas Ruiz and GitHub
4a5299c93f
feat: spec decode with draft models ( #24322 )
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Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com >
2026-01-19 16:05:46 -05:00
wang.yuqi and GitHub
c88860d759
[Frontend] Score entrypoint support data_1 & data_2 and queries & documents as inputs ( #32577 )
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
2026-01-19 14:07:46 +00:00
Isotr0py and GitHub
38bf2ffb21
[Bugfix] Fix GLM-ASR audio encoder RoPE dim ( #32540 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn >
2026-01-18 19:17:59 +08:00
wang.yuqi and GitHub
4ae77dfd42
[Frontend][1/n] Make pooling entrypoints request schema consensus | CompletionRequest ( #32395 )
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
2026-01-16 06:17:04 +00:00
7e6f123810
Add Molmo2 multimodal model support ( #30997 )
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Signed-off-by: sanghol <sanghol@allenai.org >
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn >
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn >
2026-01-14 15:33:09 +08:00
HappyAmazonian and GitHub
2f4a71daf2
[Misc] Add In-Container restart capability through supervisord for sagemaker entrypoint ( #28502 )
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Signed-off-by: Shen Teng <sheteng@amazon.com >
Signed-off-by: HappyAmazonian <91216626+HappyAmazonian@users.noreply.github.com >
2026-01-13 13:06:10 -08:00
Cyrus Leung and GitHub
232214b2ae
[Bugfix] Replace PoolingParams.normalize with use_activation ( #32243 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-13 10:45:42 +00:00
Jaehyun An and GitHub
6bc9c8473e
[MODEL] New model support for kakaocorp/kanana-1.5-v-3b-instruct ( #29384 )
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Signed-off-by: Jaehyun An <steve.ai@kakaocorp.com >
2026-01-12 16:39:02 +00:00
Isotr0py and GitHub
9dbe1fe960
[Bugfix] Fix missing scale passing for encoder Triton Attention implementation ( #32149 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn >
2026-01-12 11:13:41 +00:00
wang.yuqi and GitHub
60446cd684
[Model] Improve multimodal pooling examples ( #32085 )
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Signed-off-by: wang.yuqi <noooop@126.com >
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
2026-01-12 07:54:09 +00:00
Ning Xie and GitHub
d74132ca3b
fix offline inference chat response prompt ( #32088 )
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Signed-off-by: Andy Xie <andy.xning@gmail.com >
2026-01-11 14:01:18 +00:00
Ning Xie and GitHub
14fc7a68c7
[Bugfix] fix offline chat output prompt ( #32076 )
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Signed-off-by: Andy Xie <andy.xning@gmail.com >
2026-01-10 07:50:57 +00:00
Matthew Bonanni and GitHub
2612ba9285
[1/N][Attention] Restructure attention: move files ( #31916 )
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com >
2026-01-09 13:10:24 -08:00
Isotr0py and GitHub
2d0c5b630e
[Doc] Remove hardcoded Whisper in example openai translation client ( #32027 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn >
2026-01-09 14:44:52 +00:00
inkcherry and GitHub
4505849b30
[ROCm][PD] add moriio kv connector. ( #29304 )
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Signed-off-by: inkcherry <mingzhi.liu@amd.com >
2026-01-09 14:01:57 +00:00
03fd76c570
[Model] Add LFM2-VL model support ( #31758 )
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Signed-off-by: Tianshu Yu <tianshuyu.formal@gmail.com >
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com >
Co-authored-by: Roger Wang <hey@rogerw.io >
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com >
2026-01-08 05:00:27 -08:00
Isotr0py and GitHub
eac3b96ec0
[Models] Allow converting Qwen3-VL into Reranker model ( #31890 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn >
2026-01-08 08:10:15 +00:00
wang.yuqi and GitHub
96860af655
[Model] rename use_pad_token to use_sep_token ( #31784 )
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
2026-01-06 14:16:04 +00:00
Cyrus Leung and GitHub
da71d44410
[Doc] Show that use_audio_in_video is supported in docs ( #30837 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-05 23:27:19 -08:00
baonudesifeizhai and GitHub
02dbb933cb
Fix GLM-4.6v flash tool calling in transformers 5.x ( #31622 )
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Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com >
2026-01-05 11:32:43 -08:00
911d38ed99
[Model] Let more models to support the score template. ( #31335 )
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
Signed-off-by: wang.yuqi <noooop@126.com >
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com >
2026-01-05 11:54:26 +00:00
labAxiaoming and GitHub
a01f2faedf
Add multimodal input method in the documentation ( #31601 )
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Signed-off-by: xiaoming <1259730330@qq.com >
2026-01-02 12:43:30 +00:00
Ekagra Ranjan and GitHub
adcf682fc7
[Audio] Improve Audio Inference Scripts (offline/online) ( #29279 )
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Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com >
2025-12-31 23:34:18 +00:00
d722e9e614
Add GLM-ASR multimodal support ( #31436 )
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Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com >
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-12-31 23:12:24 +08:00
39512aba72
[Prefix Cache] Include lora_name in BlockStored event for deterministic KV-cache reconstruction ( #27577 )
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Signed-off-by: Sage Ahrac <sagiahrak@gmail.com >
Co-authored-by: Sage <80211083+sagiahrac@users.noreply.github.com >
2025-12-30 00:17:16 +00:00