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2340 Commits
Author SHA1 Message Date
Isotr0pyandRoger Wang 42efe609ba [MM][Bugfix] Replace PatchEmbed's conv3d to linear layer (#27418) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-24 07:32:47 +00:00
Harry Mellor 1f9460c4c1 Fix pooling adapters for Transformers backend (#27338) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-23 20:23:55 -07:00
xiao-llmandXiao YU 70022ffc00 Granite 4.0 quark quantization support (#26944) 
Signed-off-by: Xiao YU <Xiao.YU@xilinx.com>
Signed-off-by: Xiao Yu <xiao.yu.dc@outlook.com>
Co-authored-by: Xiao YU <Xiao.YU@xilinx.com>
 2025-10-24 02:14:03 +00:00
Yu Jiaqi 0552cfb195 [Model] Siglip Embedding Support (#27324) 
Signed-off-by: piood <2477084691@qq.com>
 2025-10-23 20:19:48 +00:00
Jonathan Chen ca76486a16 [Chore] Separate out vllm.utils.platform_utils.py (#27374) 
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
 2025-10-23 19:08:06 +00:00
wang.yuqigemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Christian Pinto
 		3fa2c12185 [Frontend][4/N] Improve all pooling task | Add plugin pooling task (#26973) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Christian Pinto <christian.pinto@ibm.com>
 2025-10-23 14:46:18 +00:00
Cyrus Leung fe2016de2d [CI/Build] Remove unnecessary flags from test registry (#27353) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-23 14:42:40 +00:00
Bradley DBradley DRoger Wang
 		570c3e1cd4 [Bugfix] Honor --mm_encoder_attn_backend when used (#27124) 
Co-authored-by: Bradley D <4551889+bradleyhd@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-23 20:09:52 +08:00
tomeras91 61089465a6 [Model] Add MoE support for NemotronH (#25863) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-10-23 10:27:23 +00:00
Isotr0py 2566dca2a9 [Bugfix] Fix deepseek-ocr multi-image inference and add merge_by_field_config=True with tensor schema support (#27361) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-22 17:15:38 -07:00
Luciano MartinsandLuciano Martins e05a6754a8 [Model] Revert PR #26715: Restore custom PaliGemma and Gemma3-MM impl… (#27309) 
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
 2025-10-22 10:05:34 -07:00
Isotr0py db6f28d898 [Bugfix] Fix HF format InternVL large variants video processing (#27330) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-22 08:39:23 -07:00
Cyrus Leung 14e2f1231e [Bugfix] Make get_mrope_input_positions instance methods (#27342) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-22 08:38:34 -07:00
Isotr0pyandRoger Wang 675aa2ec64 [Model] Upstream Deepseek-OCR model (#27247) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-22 07:59:15 -07:00
LainandDaniel Campora 09a7e6f617 [Deepseek v3.2] Remove extra logics in indexer (#26465) 
Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Signed-off-by: Lain <siyuanf@nvidia.com>
Co-authored-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
 2025-10-21 23:34:03 +00:00
Alexander Matveev 344a0017c0 [Performance] Dual stream execution of "shared_experts" and "selected_experts" inside FusedMoE (#26440) 
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
 2025-10-21 21:38:29 +00:00
Daniel Cámpora 80e9452984 [Deepseek v3.2] Optimize top_k_per_row (#26763) 
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
 2025-10-21 08:30:07 +00:00
Roger Wang c3a2c6ac5f [MM][Core] Decouple ViT backend from LM backend (#27061) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-10-21 00:30:10 -07:00
Zebing Lin be4445072c [Fix][Spec Decode] Fix llama4 draft loading with different quantization (#27136) 
Signed-off-by: linzebing <linzebing1995@gmail.com>
 2025-10-20 23:19:00 -07:00
Benjamin Chislett f381cf2302 [Bugfix] Fix broken MTP weight loading for FP8 KV Scales (#27227) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2025-10-20 22:51:44 -07:00
Po-Han Huang (NVIDIA) aef368aa08 [BugFix] GPT-OSS Attention DP + MoE TP weight loading issue (#24032) 
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
 2025-10-21 04:03:47 +00:00
Chen WuwuchenNathan Van GheembanjuedeDanielle RobinsonJee Jee Libk-201
 		5f6cbf60d6 [Feature][Kernel]FusedMoE LoRA (#21229) 
Signed-off-by: wuchen <cntryroa@gmail.com>
Signed-off-by: banjuede <lmklhc@163.com>
Signed-off-by: Chen Wu <cntryroa@gmail.com>
Signed-off-by: Danielle Robinson <dmmaddix@amazon.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: wuchen <wuchen@zetyun.com>
Co-authored-by: Nathan Van Gheem <vangheem@gmail.com>
Co-authored-by: banjuede <lmklhc@163.com>
Co-authored-by: Danielle Robinson <dmmaddix@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>
 2025-10-21 03:01:37 +00:00
Isotr0py 352c0c8a28 [Quantization] Automatically infer AWQ modules_to_not_convert field (#26909) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-21 01:49:28 +00:00
Eugene KhvedchenyaNatan BagrovRoger Wang
 		e93ff6c8b9 Nemotron Nano V2 VL + EVS Video Support (#27107) 
Signed-off-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com>
Signed-off-by: Natan Bagrov <nbagrov@nvidia.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Natan Bagrov <nbagrov@nvidia.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-20 22:19:11 +08:00
Yi Zhanggemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Roger Wang
 		f32bf7582e [Model][VLM] Support Bee-8B Model (#27012) 
Signed-off-by: uyzhang <yi.zhang.4096@gmail.com>
Signed-off-by: Yi Zhang <zhangyi970819@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-20 02:31:26 +00:00
Cyrus Leung d31f7844f8 [Misc] Move utils to avoid conflicts with stdlib, and move tests (#27169) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-19 05:20:55 -07:00
Lucas Wilkinsonandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> c2bba69065 [BugFix] Disable fp8 kv-cache by default for DeepSeek V3.2 (#27121) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-18 22:05:23 +00:00
Isotr0py 6ac5e06f7c [Chore] Clean up pytorch helper functions in vllm.utils (#26908) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-10-18 09:48:22 -07:00
Lukas Geiger 5c2acb270a [Models][QwenVL] Remove unnecessary .contiguous() calls (#27106) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-18 07:05:05 -07:00
Nicolò Lucchesi b26b70bec4 [Misc] Refactor get_kv_cache_spec into AttentionLayerBase (#26587) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-10-18 13:51:21 +00:00
燃and松灵 4c91a28e30 [bugfix] Qwen3-VL fix video incorrect timestamp calculations while do_sample_frames=True (#27104) 
Co-authored-by: 松灵 <wpf272043@alibaba-inc.com>
 2025-10-17 16:26:33 +00:00
Jee Jee Li daec4d2624 [Model]Improve Qwen3VLMoeForConditionalGeneration packed_modules_mapping (#27096) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-17 04:47:00 -07:00
Harry Mellor 6c9fdbf725 [Docs] Replace rst style double-backtick with md single-backtick (#27091) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-17 02:47:34 -07:00
Said TaghadouiniandCyrus Leung 3aeb19a39e [Model] Add support for LightOnOCR (#26916) 
Signed-off-by: Said Taghadouini <taghadouinisaid@gmail.com>
Signed-off-by: Said Taghadouini <84044788+staghado@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-10-17 05:05:24 +00:00
Cyrus Leung 8c017b3490 [Model] Always use Transformers backend for PaliGemma and Gemma3-MM (#26715) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-17 05:03:35 +00:00
Tao He bde9e2272a [Bugfix][Qwen] fixes the weights dtype in qwen3_next: it is actually a bfloat16 (#27030) 
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
 2025-10-17 03:37:52 +00:00
Lukas Geiger 4d055ef465 Remove unused imports (#26972) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-16 19:51:17 -07:00
Harry Mellor fb5e10d3fb Refactor Transformers backend to use mixins (#26906) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-16 21:50:39 +00:00
ZiTian Zhao 7bb736d00e Fix Qwen2.5 VL image grid docstring (#27033) 
Signed-off-by: zitian zhao <zitian.zhao@tencentmusic.com>
 2025-10-16 09:57:36 -07:00
Jee Jee Li 9f4e30904b [Model] Fix Qwen3VL mm mapping (#27027) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-16 09:45:59 -07:00
bogdanmandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> dcbb3f1871 [Bugfix] Correct LayerNorm epsilon parameter in modernbert.py (#27008) 
Signed-off-by: bogdanm <152898065+bogdan01m@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-16 12:27:44 +00:00
CSWYF3634076 e51928793e [Model][Bugfix] fix ernie45 vl run failed from shared experts optimization (#26885) 
Signed-off-by: wangyafeng <wangyafeng@baidu.com>
 2025-10-16 03:37:35 -07:00
Cyrus Leung d2740fafbf [Chore] Separate out vllm.utils.collections (#26990) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-16 08:35:35 +00:00
Bram WastiandWentao Ye 7d8975de84 Deepseek-v3 Batch Invariant on 8xH100 (#26609) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-10-15 22:06:02 -07:00
Vadim Gimpelson 785d8b6410 [PERF] Qwen3-next MTP speedup (change bool mask indexing to index_select / index_copy to reduce d2h) (#26437) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-10-16 12:18:31 +08:00
Cyrus Leung f6cdc9a02f [Chore] Rename utils submodules (#26920) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-16 03:58:13 +00:00
kliuaevalarLipTJian
 		1317034379 [ROCm][FEAT] Fuse DeepSeek shared experts into AITER fused_moe ops (#24097) 
Signed-off-by: chenjun <junchen2@amd.com>
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Co-authored-by: valarLip <103567126+valarLip@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2025-10-16 10:41:34 +08:00
Harry Mellor d3cbaa08dc Lower sevarity of log when model info cache misses due to exception (#26917) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-15 09:01:09 -07:00
Cyrus Leung 136a17fe6e [Chore] Separate out vllm.utils.func (#26904) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-15 13:03:58 +00:00
wangxiyuan 8f4b313c37 [Misc] rename torch_dtype to dtype (#26695) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-10-15 12:11:48 +00:00