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2037 Commits

Author SHA1 Message Date
Yakine Tahtah
4e67a8f616 [Bugfix] Fix GLM-4 MoE router logits dtype for data parallel chunking (#31055) 
Signed-off-by: ReinforcedKnowledge <reinforced.knowledge@gmail.com>
 2026-01-06 17:57:56 +00:00
roikoren755
28c94770ad [NemotronH] Use ReplicatedLinear for fc1_latent_proj (#31807) 
Signed-off-by: Roi Koren <roik@nvidia.com>
 2026-01-06 16:00:40 +00:00
wang.yuqi
96860af655 [Model] rename use_pad_token to use_sep_token (#31784) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-06 14:16:04 +00:00
Jzz1943
2c1a4f2488 [Bugfix]: avoid overriding audio/text kwargs (Qwen3-Omni) (#31790) 
Signed-off-by: Zhongze Jiang <jiangzhongze.jzz@ant-intl.com>
 2026-01-06 12:59:17 +00:00
Isotr0py
7101e0851f [Models]: Use MMEncoderAttention for MoonViT (#31738) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: h100 <h100@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: h100 <h100@inferact.ai>
 2026-01-06 08:00:25 +00:00
Cyrus Leung
da71d44410 [Doc] Show that use_audio_in_video is supported in docs (#30837) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-05 23:27:19 -08:00
maang
cd1245a184 [Cleanup] Remove redundant decoder_layer_type assignment in Qwen2 (#31760) 
Signed-off-by: maang <maang_h@163.com>
 2026-01-05 18:09:18 -08:00
maang
d386ab1412 [Docs] Improve malformed exception caused by backslash line continuations (#31694) 
Signed-off-by: maang <maang_h@163.com>
Signed-off-by: maang <55082429+maang-h@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-01-05 17:51:54 -08:00
Michael Goin
9513029898 [Bugfix] Properly apply v_scale for mimo_v2_flash (#31175) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-01-05 23:20:46 +00:00
amitz-nv
ee21291825 [Model] Nemotron Parse 1.1 Support (#30864) 
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-01-05 13:00:14 -08:00
Wang Kunpeng
5708297e4e [Misc][Model][Refactor] Pass the prefix into Linear layers (#31669) 
Signed-off-by: Wang Kunpeng <1289706727@qq.com>
 2026-01-05 20:03:18 +00:00
wang.yuqi
911d38ed99 [Model] Let more models to support the score template. (#31335) 
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
Qiping Pan
a2ad15c070 [Model] Enable LoRA support for BLIP2 (#31620) 
Signed-off-by: Qiping Pan <panqiping@outlook.com>
 2026-01-05 08:02:24 +00:00
wang.yuqi
8be6432bda [CI Failure] Fix NomicBert max_model_len validation (#31662) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-01-05 11:06:52 +08:00
jeremyteboul
97a01308e9 Improve HF qwen3_omni: preserve audio_sample_rate in kwargs restructuring (#29255) 
Signed-off-by: Jeremy Teboul <jeremyteboul@fb.com>
Co-authored-by: Jeremy Teboul <jeremyteboul@fb.com>
 2026-01-03 04:31:09 +00:00
Jay Hemnani
5ac55eb30f [Model] Enable LoRA support for tower and connector in LLaVA (#31513) 
Signed-off-by: Jay Hemnani <jayhemnani9910@gmail.com>
Co-authored-by: Jay Hemnani <jayhemnani9910@gmail.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-01 19:32:39 -08:00
zhima771
27864a851c feat: support LoRA for DeepSeek-OCR(Language Model part) (#31569) 
Signed-off-by: zhima771 <15836938703@163.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-01-01 19:32:11 -08:00
Fanjiang Ye
d8da76f3b7 [Bugfix] Fix BAGEL online serving for text and image understanding (#31546) 
Signed-off-by: Dylan1229 <yvanphys@gmail.com>
Signed-off-by: UED <zxr3611244710@gmail.com>
Signed-off-by: mr-ye-cao <yecaoyc2019@gmail.com>
Co-authored-by: UED <zxr3611244710@gmail.com>
Co-authored-by: mr-ye-cao <yecaoyc2019@gmail.com>
Co-authored-by: Mr-Ye-Cao <60802056+Mr-Ye-Cao@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-31 14:46:10 -08:00
baonudesifeizhai
d722e9e614 Add GLM-ASR multimodal support (#31436) 
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
danisereb
108a2728f7 Add get_expert_mapping to NemotronHModel (for LoRA support) (#31539) 
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
 2025-12-30 21:09:03 -08:00
yt0428
3f52fa5aa2 [Model] Add support for openPangu moe model (#28775) 
Signed-off-by: yuantao <2422264527@qq.com>
Signed-off-by: yt0428 <51468697+yt0428@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-30 08:11:38 -08:00
Roger Young
5bc664110f Optimize QKNorm for MiniMax-M2/M2.1 (#31493) 
Signed-off-by: xuebi <xuebi@minimaxi.com>
Co-authored-by: xuebi <xuebi@minimaxi.com>
 2025-12-29 16:30:18 +00:00
Harry Mellor
e37e7349e6 Replace nn.ConvNd with vLLM's ConvNdLayer for Transformers modeling backend (#31498) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-29 16:20:01 +00:00
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
Jee Jee Li
c3666f56fd [Misc] Fix Qwen2-MoE shared_expert_gate (#31339) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-12-26 05:10:39 +00:00
Shinichi Hemmi
9ee05cbe7f Support LoRA and GPTQModel for PLaMo 2/3 (#31322) 
Signed-off-by: Shinichi Hemmi <50256998+Alnusjaponica@users.noreply.github.com>
 2025-12-26 11:41:33 +08:00
oscardev256
b7165d53c6 Feature/isaac 0.1 (#28367) 
Signed-off-by: oscardev256 <42308241+oscardev256@users.noreply.github.com>
Signed-off-by: Oscar Gonzalez <ogonzal6@alumni.jh.edu>
Signed-off-by: Yang <lymailforjob@gmail.com>
Co-authored-by: Yang <lymailforjob@gmail.com>
 2025-12-25 18:49:11 -08:00
SongHe
2d6001f491 [Model][Ernie4.5-VL] Support video metadata for timestamp rendering (#31274) 
Signed-off-by: dengsonghe <dengsonghe@baidu.com>
Co-authored-by: dengsonghe <dengsonghe@baidu.com>
 2025-12-25 14:07:15 +00:00
Cyrus Leung
09dc7c690c [Chore][1/2] Drop v0.14 deprecations (#31285) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-24 09:54:01 -08:00
wang.yuqi
bd89ce16d2 [Model] Introduce verify_and_update_model_config for VerifyAndUpdateConfig. (#31131) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-12-24 09:54:57 +00:00
Pleaplusone
b41aeb3468 [Bugfix][ROCm] Fix load issue on deepseek quark quantization when shared expert enabled (#31261) 
Signed-off-by: ganyi <ygan@amd.com>
 2025-12-24 16:47:44 +08:00
Xiong Wang
bb24592d13 [Qwen3-Omni] fixed _get_feat_extract_output_lengths function (#31007) 
Signed-off-by: Xiong Wang <wangxiongts@163.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-12-23 21:33:54 -08:00
Andreas Karatzas
e42894f5b5 [ROCm][CI][Bugfix] Fix Siglip2 rotary embedding dispatch and InternVL video test tolerance (#31235) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2025-12-24 02:56:58 +00:00
Wentao Ye
76e6a95192 [Bug] Fix Number of dimensions of tensors must match. for Deepseek V3.2 (#31160) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-12-24 10:41:09 +08:00
Cyrus Leung
dd424571c8 [Bugfix] Enable dynamic_dims for different embeds shape (#31223) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-24 10:15:47 +08:00
Patrick von Platen
3faa8bee57 adapt voxtral (#31095) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2025-12-23 05:31:55 -08:00
Harry Mellor
b10d47e0e0 Add util function for checking nesting of rope parameters (#31146) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-23 11:41:49 +00:00
Jakub Zakrzewski
23daef548d [Frontend] Support using chat template as custom score template for reranking models (#30550) 
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2025-12-23 11:19:16 +00:00
Jee Jee Li
6b16fff01b [Bugfix] Fix Jais2ForCausalLM (#31198) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-12-23 07:44:01 +00:00
dengyunyang
8f8f469b1b [BugFix] skip language model in Encoder (#30242) 
Signed-off-by: dengyunyang <584797741@qq.com>
 2025-12-22 05:25:59 -08:00
Li Wang
256a33ecb4 [Model] Fix bagel failed to run (#31132) 
Signed-off-by: wangli <wangli858794774@gmail.com>
 2025-12-22 02:15:54 -08:00
Kevin McKay
14c3e6ade3 [Misc] Fix spelling typos in model comments (#31117) 
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
 2025-12-21 21:14:14 -08:00
baonudesifeizhai
54c8924384 [MoE Refactor][5/N] Isolate zero expert to LongCatFlash (#28891) 
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: Dongjie Zou <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
 2025-12-20 18:22:04 +00:00
Yuxuan Zhang
8a7a414374 GLM-4.7 Tool Parser and Doc Update (#30876) 
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
 2025-12-20 00:09:58 +00:00
Wentao Ye
4cf9429897 [Bug] Fix error 'Dynamo failed to run FX node with fake tensors for Deepseek V3.2 (#31046) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-12-19 23:31:31 +00:00
Zhonghua Deng
969bbc7c61 [Model] Add MiMo-V2-Flash support (#30836) 
Signed-off-by: Abatom <abzhonghua@gmail.com>
Signed-off-by: Jumiar <liuanqim10@126.com>
Signed-off-by: Zyann7 <zyann7@outlook.com>
Co-authored-by: Jumiar <liuanqim10@126.com>
Co-authored-by: Zyann7 <zyann7@outlook.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-12-19 17:17:03 +00:00
Andreas Karatzas
7b43db210c [ROCm][CI][Bugfix] Multi-Modal Model Support Fixes and Attention Backend Improvements (#30270) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2025-12-19 02:17:27 +00:00
Isotr0py
700a5ad6c6 [MM Encoder]: Migrate legacy ViT MultiHeadAttention to new MMEncoderAttention interface (#30684) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-12-19 02:04:19 +08:00
sarathc-cerebras
28d15ab56b adds jais 2 support (#30188) 
Signed-off-by: sarathc-cerebras <sarath.chandran@cerebras.net>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-12-18 15:46:58 +00:00
zzhxxx
b166ef20e1 [refactor] Add prefix support to embed_tokens in DeepSeek MTP (#30788) 
Signed-off-by: zzhx1 <zzh_201018@outlook.com>
 2025-12-18 04:45:56 +00:00