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2155 Commits

Author SHA1 Message Date
Harry Mellor
14385c80fc Fix weight mapping test for Transfomers v5 (#33162) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-27 12:30:14 +00:00
Roger Wang
b539f988e1 [Models] Kimi-K2.5 (#33131) 
Signed-off-by: wanglinian <wanglinian@stu.pku.edu.cn>
Signed-off-by: wangln19 <96399074+wangln19@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: wanglinian <wanglinian@stu.pku.edu.cn>
Co-authored-by: wangln19 <96399074+wangln19@users.noreply.github.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-27 14:50:31 +08:00
Cyrus Leung
c25dbee40d [Model] Bump transformers version for test registry (#33100) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-26 18:53:22 +00:00
Nicolò Lucchesi
19ab0f7ce5 [Bugfix] Fix Voxtral streaming slot_mapping (#33073) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-01-26 10:40:40 -08:00
Andy Lo
d56afd45fd Remove unused logic in models/mistral.py (#33095) 
Signed-off-by: Andy Lo <andy@mistral.ai>
 2026-01-26 09:01:52 -08:00
Pleaplusone
be6931ee27 [ROCm][Bugfix] Fix ptpc scale load issue for fused shared expert path in deepseek mtp (#33018) 
Signed-off-by: ganyi <ygan@amd.com>
 2026-01-26 23:19:04 +08:00
Yuxuan Zhang
bb17e8f11c [GLM-OCR] GLM-OCR with MTP Support (#33005) 
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
Cyrus Leung
dcd80206b7 [Chore] Update type annotation of input_ids in model forward (#33063) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-26 06:02:10 -08:00
VihaanThat
208c56256f [Feature] Add LoRA support for Gemma3 vision components (#32764) 2026-01-26 13:56:40 +00:00
Itay Etelis
6ca2c91b96 [Model] Use mm_position to compute mrope positions for Qwen3-Omni (#33010) 
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
Cyrus Leung
11b556878b [Refactor] Use data parser for matching data items to multi-modal UUIDs (#32955) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-26 15:00:28 +08:00
ltd0924
105d104576 [StepVL] support close img patch (#32923) 
Signed-off-by: luotingdan <luotingdan@stepfun.com>
Signed-off-by: ltd0924 <32387785+ltd0924@users.noreply.github.com>
Co-authored-by: luotingdan <luotingdan@stepfun.com>
 2026-01-25 20:56:39 -08:00
Lucas Wilkinson
566cdb6cfb [CI] Fix MHA attention test failure (AttributeError when model_config is None in ViT attention backend) (#33033) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-01-25 19:49:53 -08:00
Andreas Karatzas
22aeb43007 [Bugfix][VLM] Fix transformers backend embed_multimodal for Qwen2.5-VL profiling (#32969) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-26 08:34:05 +08:00
Itay Etelis
a698e8e7ad [Model] Use mm_position to compute mrope positions for Qwen2.5-Omni (#32772) 
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
JJJYmmm
7e67df5570 [Bugfix] fix encoder cache hang in Qwen3VL (#32684) 
Signed-off-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-25 05:17:31 +00:00
david guan
bc0d291bfe feat: Complete LoRA support for MiniMaxM2 Fixes #32736 (#32763) 
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-24 20:48:46 +08:00
Isotr0py
9ad7f89f55 [Models]: Make Multimodal config implicit in ViT implementation (#31972) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-24 20:34:26 +08:00
Isotr0py
8edaf38570 [Models] Add SharedFusedMoE support to Qwen3MoE (#32082) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-23 23:36:31 -08:00
Wentao Ye
37c9859fab [Refactor] Clean up unused variables & func (#32692) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-01-23 17:04:25 -05:00
Harry Huang
5206e5e28c [V1][Hybrid] Mamba Prefix Caching with align mode (#30877) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2026-01-23 09:56:48 -08:00
Matteo Fari
fec9da0af4 [Model] Enable LoRA support for internvl2 (#32397) 
Signed-off-by: Matteo Fari <matteofari06@gmail.com>
 2026-01-24 01:39:01 +08:00
baonudesifeizhai
1fb648bf10 [Bugfix] Fix FP8 MoE EP Weight Loading for ModelOpt Llama4 (#32886) 
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
 2026-01-23 10:31:48 -05:00
Raushan Turganbay
d95d650762 [Bugfix] Fix getting vision features in Transformer Multimodal backend (#32933) 
Signed-off-by: raushan <raushan@huggingface.co>
 2026-01-23 13:34:48 +00:00
tianshu-Michael-yu
13d8746c54 [Feature]: Remove DtoH Copy for lfm2_vl On Default Stream (#32815) 
Signed-off-by: Tianshu Yu <tianshuyu.formal@gmail.com>
 2026-01-23 13:20:30 +00:00
Patrick von Platen
3f3f89529d [Voxtral] Add new streaming arch (#32861) 
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
Andreas Karatzas
a8eb1182f1 [CI][Models] Add VLM Support for Sequence Classification Conversion (#32885) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-23 16:22:51 +08:00
Eldar Kurtić
44f08af3a7 Add llmcompressor fp8 kv-cache quant (per-tensor and per-attn_head) (#30141) 
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
Signed-off-by: eldarkurtic <8884008+eldarkurtic@users.noreply.github.com>
 2026-01-22 13:29:57 -07:00
Maximilien de Bayser
ff365eea94 Support bge-m3 sparse embeddings and colbert embeddings (#14526) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
 2026-01-22 23:52:57 +08:00
Cyrus Leung
2b8a38b6d6 [Model] Extend collect_children and no_init_weights contexts (#32757) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-22 08:20:27 +00:00
Patrick von Platen
1579c9b5fd [Llama.py -> mistral.py] Extract mistral-only relevant code into separate file (#32780) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2026-01-22 05:14:57 +00:00
Xin Yang
63227accf5 [Kernel] Add topk_sigmoid kernel (#31246) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-01-21 22:49:51 +00:00
Pleaplusone
6c20e89c02 [ROCm][Deepseekv3.2] Refactor Sparse Indexer as CustomOp (#29287) 
Signed-off-by: ganyi <ygan@amd.com>
 2026-01-21 23:16:30 +08:00
Robert Shaw
cea3c754c4 [Quantization][Deprecation] Remove DeepSpeedFp8 (#32679) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-01-21 09:32:12 -05:00
Robert Shaw
42135d6898 [MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414) 2026-01-21 08:22:33 -05:00
Divakar Verma
e14467be43 [bugfix] Aria model (#32727) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2026-01-21 05:11:31 -08:00
Kim Hee Su
7727ce35c2 [Model] Add Eagle2.5-8B Vision-Language Model support (#32456) 
Signed-off-by: kimheesu <wlskaka4@gmail.com>
 2026-01-21 09:39:53 +00:00
RickyChen / 陳昭儒
f23fb5a7c1 [Bugfix] Support HF sharded weights for Mistral3/Pixtral models (#32673) 
Signed-off-by: ricky-chaoju <ricky.chen@infinirc.com>
Signed-off-by: vllm-dev <ricky.chen@infinirc.com>
 2026-01-20 23:27:30 -08:00
Netanel Haber
27ca95b3c9 [Bugfix] Fix Nemotron-Nano-v2-vlm static resolution (#32682) 
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
 2026-01-21 06:28:21 +00:00
shanjiaz
7ab80a8e37 Added qwen3 vision language moe support for speculative decoding (#32048) 
Signed-off-by: shanjiaz <zsjwpianpian@gmail.com>
Signed-off-by: shanjiaz <43143795+shanjiaz@users.noreply.github.com>
 2026-01-21 03:24:05 +00:00
gopalsarda
0900cedb3f Enable Eagle3 speculative decoding for Pixtral (LlavaForConditionalGeneration) (#32542) 
Signed-off-by: gopalsarda <gopal.sarda@servicenow.com>
 2026-01-21 11:18:05 +08:00
Alex Brooks
27b81e010d [Bugfix] Fix Granite Vision / Don't use Siglip Pooling Head Nested Models by Default (#32299) 
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
 2026-01-21 11:11:52 +08:00
Cyrus Leung
193069d129 [5/N] Initialize MM components in context managers (Q-Z) (#32695) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-20 19:10:23 +00:00
JJJYmmm
04a9e064db [Bugfix] fix the ima issue of qwen-vit (#32687) 
Signed-off-by: JJJYmmm <92386084+JJJYmmm@users.noreply.github.com>
 2026-01-20 17:21:25 +00:00
Cyrus Leung
fda3f03eb2 [4/N] Initialize MM components in context managers (M-P) (#32663) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-20 14:06:32 +00:00
Chauncey
c4e5bdf61b [Bugfix] Fix the fp8_mqa_logits dim mismatch (#32652) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-01-20 18:48:07 +08:00
Cyrus Leung
7f1bcd18ff [3/N] Initialize MM components in context managers (I-L) (#32650) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-20 10:21:56 +00:00
Cyrus Leung
e1a34c3a5d [2/N] Initialize MM components in context managers (E-H) (#32641) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-20 08:12:56 +00:00
Cyrus Leung
b75e85dede [1/N] Initialize MM components in context managers (A-D) (#32632) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-20 14:12:42 +08:00
Cyrus Leung
4753f3bf69 [Model] Use context managers for encoder- and LM-only mode (#32605) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-20 11:43:38 +08:00