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1047 Commits

Author SHA1 Message Date
vllmellm
5ebf66748b [FEAT][ROCm] Integrate Fused MoE Kernels from AITER (#14967) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-03-26 16:30:30 +08:00
Cyrus Leung
997c8811d6 [Model] Support multi-image for Molmo (#15438) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-26 11:26:33 +08:00
Harry Mellor
e42389f9d7 Transformers backend already supports V1 (#15463) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-03-25 20:26:16 -07:00
Cyrus Leung
a9e879b316 [Misc] Clean up MiniCPM-V/O code (#15337) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-25 10:22:52 +00:00
Naitong Yu
2f4bd358f1 [Model] Support Tele-FLM Model (#15023) 
Signed-off-by: Naitong Yu <ntyu@baai.ac.cn>
Signed-off-by: jiangxin <horizon94@outlook.com>
Co-authored-by: Jason Fang <jasonfang3900@gmail.com>
Co-authored-by: jiangxin <horizon94@outlook.com>
 2025-03-22 02:04:44 -07:00
TJian
ec870fba9a [FEAT] [ROCm]: Add AITER RMS Norm (Layer Norm) Feature (#14959) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-03-21 22:36:14 -07:00
Isotr0py
1e508343e1 [Bugfix] Fix incorrect qwen2.5-vl attention mask pre-computation (#15200) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-03-20 19:18:04 -07:00
Matt Ritter
a8652f4f0f Enable CUDA graph support for llama 3.2 vision (#14917) 
Signed-off-by: Matt Ritter <100659061+mritterfigma@users.noreply.github.com>
 2025-03-19 23:29:16 -07:00
Cyrus Leung
f690372b68 [Core] Update dtype detection and defaults (#14858) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-19 13:49:33 +08:00
Jee Jee Li
46c759c165 [Bugfix] Fix LoRA extra vocab size (#15047) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-18 09:40:29 -07:00
yury-tokpanov
452e8fd968 [MODEL] Add support for Zamba2 models (#13185) 
Signed-off-by: Yury Tokpanov <yury@zyphra.com>
Signed-off-by: Quentin Anthony <qganthony@yahoo.com>
Co-authored-by: Quentin Anthony <qganthony@yahoo.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-03-18 08:56:21 -07:00
Patrick von Platen
f863ffc965 [Mistral-Small 3.1] Update docs and tests (#14977) 
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
 2025-03-18 03:29:42 -07:00
Cyrus Leung
b89fb2a4a1 [CI/Build] Use AutoModelForImageTextToText to load VLMs in tests (#14945) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-17 18:35:17 +00:00
vllmellm
2bb0e1a799 [Bugfix][ROCm] running new process using spawn method for rocm in tests. (#14810) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-03-17 11:33:35 +00:00
Sibi
a73e183e36 [Misc] Replace os environ to monkeypatch in test suite (#14516) 
Signed-off-by: sibi <85477603+t-sibiraj@users.noreply.github.com>
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
 2025-03-16 20:35:57 -07:00
Robert Shaw
bb3aeddfaf [CI] Nightly Tests (#14898) 
Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
 2025-03-17 02:06:43 +00:00
Isotr0py
def232e122 [VLM] Clean up Phi-4-MM ViT implementation (#14812) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-03-15 18:53:52 -07:00
Rémi Delacourt
61c6a5a796 [VLM] Merged multi-modal processor for Pixtral (#12211) 
Signed-off-by: remi <remi@mistral.ai>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-15 06:28:27 -07:00
Cyrus Leung
3556a41434 [VLM] Limit multimodal input cache by memory (#14805) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-15 02:52:05 -07:00
Li, Jiang
a2ae496589 [CPU] Support FP8 KV cache (#14741) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-03-14 22:07:36 -07:00
Robert Shaw
d4d93db2c5 [V1] V1 Enablement Oracle (#13726) 
Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
 2025-03-14 22:02:20 -07:00
Cyrus Leung
613c5bb945 [Bugfix] Fix Aria test loading (#14823) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-14 09:11:23 -07:00
Roger Wang
0c2af17c76 [CI] Fix missing example model id in processor test (#14787) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-03-14 13:52:15 +08:00
Cyrus Leung
8e9ffd37d6 [Misc] Clean up processor tests (#14771) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-13 18:25:37 +00:00
Cyrus Leung
f53a0586b9 [Bugfix] Fix prompt format of GLM4V (#14539) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-13 11:37:17 +00:00
Cyrus Leung
382403921f [VLM] Support pan-and-scan for Gemma3 multi-modal processor (#14672) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Roger Wang <ywang@roblox.com>
 2025-03-13 02:23:12 -07:00
TJian
916836bbfb [FEAT] [ROCm] [Embedding] Add encoder-only model support into ROCm Flash Attention to enable embedding models. (#14664) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-03-12 09:31:19 -07:00
Woosuk Kwon
c0c25e25fa [Model] Add support for Gemma 3 (#14660) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Roger Wang <ywang@roblox.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Roger Wang <ywang@roblox.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-12 08:36:33 -07:00
Pavani Majety
debd6bbf09 [Kernel] Add ModelOpt FP4 Checkpoint Support (#12520) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2025-03-12 05:13:11 +00:00
Isotr0py
e392d85831 [Core] Refactor QKVCrossParallelLinear implementation to support BNB 4-bit quantization (#14545) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-03-11 20:12:52 -07:00
Farzad Abdolhosseini
80e78d02ac [Model] Extend Ultravox to accept audio longer than 30s (#13631) 
Signed-off-by: Farzad Abdolhosseini <farzad@fixie.ai>
 2025-03-12 10:27:10 +08:00
Cyrus Leung
af295e9b01 [Bugfix] Update --hf-overrides for Alibaba-NLP/gte-Qwen2 (#14609) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-11 07:59:43 -07:00
kYLe
1769928079 [Model] Update Paligemma multimodal processing with PromptUpdate (#14015) 
Signed-off-by: Kyle Huang <kylhuang@nvidia.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-03-06 08:31:38 +00:00
Congcong Chen
0a995d5434 [Model] New model support for Phi-4-multimodal-instruct (#14119) 2025-03-04 20:57:01 -08:00
Travis Johnson
c060b71408 [Model] Add support for GraniteMoeShared models (#13313) 
Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-03-04 08:04:52 +08:00
Harry Mellor
cf069aa8aa Update deprecated Python 3.8 typing (#13971) 2025-03-02 17:34:51 -08:00
Harry Mellor
76c89fcadd Use smaller embedding model when not testing model specifically (#13891) 2025-02-28 00:50:43 -08:00
Travis Johnson
73e0225ee9 [Bugfix] Check that number of images matches number of <|image|> tokens with mllama (#13911) 
Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
 2025-02-28 04:00:45 +00:00
Isotr0py
edf309ebbe [VLM] Support multimodal inputs for Florence-2 models (#13320) 2025-02-27 02:06:41 -08:00
Cyrus Leung
7b700ec8c8 [Bugfix] Add test example for Ultravox v0.5 (#13890) 2025-02-26 02:31:43 -08:00
Roger Wang
7ca1da020f [Misc] Fix input processing for Ultravox (#13871) 2025-02-25 23:56:34 -08:00
Michael Goin
07c4353057 [Model] Support Grok1 (#13795) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-02-26 01:07:12 +00:00
Isotr0py
ba5106e519 [LMM] Implement merged multimodal processor for whisper (#13278) 2025-02-23 01:46:03 -08:00
Kevin H. Luu
2c5e637b57 [ci] Use env var to control whether to use S3 bucket in CI (#13634) 2025-02-22 19:19:45 -08:00
Cyrus Leung
377d10bd14 [VLM][Bugfix] Pass processor kwargs properly on init (#13516) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-02-19 13:13:50 +00:00
Lucia Fang
f525c0be8b [Model][Speculative Decoding] DeepSeek MTP spec decode (#12755) 
Signed-off-by: Lu Fang <fanglu@fb.com>
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
 2025-02-19 17:06:23 +08:00
Alex Brooks
983a40a8bb [Bugfix] Fix Positive Feature Layers in Llava Models (#13514) 
Signed-off-by: Alex-Brooks <Alex.brooks@ibm.com>
 2025-02-19 08:50:07 +00:00
Kevin H. Luu
d5d214ac7f [1/n][CI] Load models in CI from S3 instead of HF (#13205) 
Signed-off-by: <>
Co-authored-by: EC2 Default User <ec2-user@ip-172-31-20-117.us-west-2.compute.internal>
 2025-02-19 07:34:59 +00:00
Isotr0py
67ef8f666a [Model] Enable quantization support for transformers backend (#12960) 2025-02-17 19:52:47 -08:00
Tyler Michael Smith
1f69c4a892 [Model] Support Mamba2 (Codestral Mamba) (#9292) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Yu Chin Fabian Lim <flim@sg.ibm.com>
 2025-02-17 20:17:50 +08:00