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1752 Commits

Author SHA1 Message Date
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
Alexander Matveev
72a8639b68
[V1] TPU - CI/CD use smaller model (#15054) 
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
 2025-03-18 21:39:21 +00:00
Woosuk Kwon
99abb8b650
[V1][Spec Decode] Optimize Rejection Sampler with Triton Kernels (#14930) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-03-18 14:31:54 -07:00
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
Varun Sundar Rabindranath
400d483e87
[Kernels] LoRA - Retire SGMV and BGMV Kernels (#14685) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-03-18 09:47:53 +00:00
Liangfu Chen
53a0cf8b95
[Neuron] trim attention kernel tests to fit trn1.2x instance (#14988) 
Signed-off-by: Liangfu Chen <liangfc@amazon.com>
 2025-03-18 15:05:52 +08:00
Tristan Leclercq
5eeabc2a44
[Bugfix] Fix bnb quantization for models with both HF-format and Mistral-format weights (#14950) 2025-03-17 23:27:26 +00:00
Alexander Matveev
18551e820c
[V1] TPU - Fix CI/CD runner (#14974) 2025-03-17 21:07:07 +00:00
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
Aaron Pham
c0efdd655b
[Fix][Structured Output] using vocab_size to construct matcher (#14868) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-03-17 11:42:45 -04:00
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
Lily Liu
8d6cf89526
[V1] [Spec Decode] Support random sampling for spec decode (#13933) 
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-03-16 22:00:20 -07:00
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
Cyrus Leung
8a5a9b70d7
[CI/Build] Update defaults for test reproducibility (#14893) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-17 10:38:15 +08:00
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
Robert Shaw
aecc780dba
[V1] Enable Entrypoints Tests (#14903) 2025-03-16 17:56:16 -07:00
Rui Qiao
b9b5bdfc7d
[Misc] Catching Ray Compiled Graph PP test failures for V1 (#14847) 2025-03-16 15:46:42 -07:00
Nick Hill
fc1f67715d
[BugFix][V1] Fix overhead related to bad_words sampling when not in use (#14894) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-03-16 14:53:34 -07:00
Lily Liu
d1ad2a57af
[V1] [Spec Decode] Fix ngram tests (#14878) 2025-03-16 00:29:22 -07:00
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
Jun Duan
74bc397b0a
[Core] Expose API endpoint /is_sleeping (#14312) 
Signed-off-by: Jun Duan <jun.duan.phd@outlook.com>
 2025-03-15 06:28:14 -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
Jee Jee Li
e0fdfa1608
[CI/Build] Delete LoRA bias test (#14849) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-14 22:09:25 -07:00
Lucas Wilkinson
5952d8ab61
[Attention] Get rid of mla cache alignment (#14842) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-03-15 05:08:25 +00:00
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
Michael Goin
14f301b541
Update to torch==2.6.0 (#12721) 
Signed-off-by: mgoin <michael@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: luka <luka@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-03-14 16:58:30 -04:00
Russell Bryant
46f98893dd
[V1] Fix model parameterization for structured output tests (#14833) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-03-14 20:55:18 +00:00
daniel-salib
73deea2fdb
[Frontend] track server_load (#13950) 2025-03-14 09:53:17 -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
Cyrus Leung
601bd3268e
[Misc] Clean up type annotation for SupportsMultiModal (#14794) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-14 00:59:56 -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
Liangfu Chen
d3d4956261
[Neuron] flatten test parameterization for neuron attention kernels (#14712) 2025-03-13 20:46:56 -07:00
Varun Sundar Rabindranath
0b1cfa6180
[Kernel] LoRA - Enable CUDAGraphs for V1 (#14626) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-03-13 20:42:04 -07:00
afeldman-nm
02fcaa3d0a
[V1] Detokenizer: Respect Stop Tokens + not include_stop_str_in_output (#14624) 
Signed-off-by: Andrew Feldman <afeldman@neuralmagic.com>
 2025-03-13 19:07:34 +00:00
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
Jee Jee Li
bd44b812cb
[CI/Build] Delete ultravox LoRA test (#14730) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-13 07:57:39 +00:00
Nick Hill
f5d3acd474
[BugFix][V1] Fix parallel sampling finishing/aborts (#14512) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-03-12 10:29:48 -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
Li, Jiang
ff47aab056
[CPU] Upgrade CPU backend to torch-2.6 (#13381) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2025-03-12 10:41:13 +00:00
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
Benjamin Chislett
5c538c37b2
[V1][Bugfix][Spec Decode] Fix incorrect outputs in V1 speculative decoding due to batch indexing (#14645) 
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
 2025-03-11 22:12:41 -07:00
Szymon Ożóg
e22ee1e7a2
[Kernel] GGUF MoE kernel (#14613) 
Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
 2025-03-12 03:33:27 +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