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17edd8a807019c8d1e58634aecb1de7984e8d467
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503 Commits

Author SHA1 Message Date
Stan Wozniak
ea507c3a93 [V1] [Hybrid] Mamba2 Automatic Prefix Caching (#25752) 
Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Thomas Ortner <boh@zurich.ibm.com>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-10-04 06:34:22 +02:00
Wenlong Wang
79aa244678 [Multi Modal] Configurable MM Profiling (#25631) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-03 03:59:10 -07:00
ahao-anyscale
c4b48d3c0f [BUG] Reorder model config creation (#26124) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
 2025-10-03 14:59:36 +08:00
ihb2032
bb6d43047e [Fix] Improve CPU backend compatibility for RISC-V (#25816) 
Signed-off-by: lyd1992 <liuyudong@iscas.ac.cn>
Signed-off-by: ihb2032 <1355790728@qq.com>
 2025-09-30 13:48:07 +00:00
Simon Danielsson
e23cacda35 [Bugfix]: Clean up chunked prefill logging when using whisper (#25075) 
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
 2025-09-30 08:17:49 +00:00
Russell Bryant
3958b96bf5 Add option to restrict media domains (#25783) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Chenheli Hua <huachenheli@outlook.com>
 2025-09-27 01:23:52 +00:00
qizixi
c70ac4b8ff [spec decode] Consolidate speculative decode method name for MTP (#25232) 
Signed-off-by: zixi-qi <qizixi@meta.com>
 2025-09-26 22:27:05 +00:00
Eugene Khvedchenya
392edee34a EVS Support (Video tokens pruning) (#22980) 
Signed-off-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com>
Signed-off-by: Eugene Khvedchenya <ekhvedchenya@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-09-26 11:54:54 +08:00
Matthew Bonanni
3468f17ebe [V0 deprecation] Remove _VLLM_V1 suffixes from attention backend names (#25489) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
 2025-09-25 17:37:50 +00:00
yyzxw
eaeca3cd7f [Bugfix] Parse SpeculativeConfig Error (#25142) 
Signed-off-by: zxw <1020938856@qq.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-25 11:09:39 +00:00
Harry Mellor
e7f27ea648 Improve --help for enhanced user experience (#24903) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-24 23:08:18 +00:00
Woosuk Kwon
2e19a848d4 [V0 Deprecation] Remove max_seq_len_to_capture (#25543) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-24 01:51:39 -07:00
Lucas Wilkinson
cc1dc7ed6d [Core/DBO][2/N] Dual-Batch Overlap add DeepEP High Throughput support and Prefill support (#24845) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-09-23 16:02:10 +00:00
Isotr0py
c625f9043c [V0 deprecation] Remove _set_default_args_v0 function (#25409) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-23 01:52:09 +00:00
Isotr0py
6fa78d8f23 [V0 deprecation] Remove platform v1 controling interface (#25410) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-23 01:48:12 +00:00
Burkhard Ringlein
175811e3b5 [V1][Attention] Split triton_attn in triton-only and rocm specific backends (#24648) 
Signed-off-by: Burkhard Ringlein <ngl@zurich.ibm.com>
 2025-09-22 15:20:28 +00:00
Woosuk Kwon
bc6e542d9f Remove V0 attention backends (#25351) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-21 16:03:28 -07:00
Rahul Tuli
c438b2951c feat: Enable engine-level arguments with speculators models (#25250) 
Signed-off-by: Rahul Tuli <rtuli@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2025-09-21 11:04:45 -06:00
Woosuk Kwon
0ff8ebb2d7 [V0 Deprecation] Remove async_output_proc, preemption mode, delay factor (#25334) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-21 08:52:32 -07:00
Woosuk Kwon
52c2a8d4ad [V0 Deprecation] Remove LLMEngine (#25033) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-20 17:56:30 -07:00
lirong
d88918e4c2 [Core] Enable sharded state loader for V1 engine and enhance test coverage (#25308) 
Signed-off-by: pengdrumli <pengdrumli@tencent.com>
 2025-09-20 21:15:22 +08:00
Cyrus Leung
6c117cff7d [Frontend] Pass API server count to each process (#23717) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-20 01:15:19 +08:00
Harry Mellor
aed16879a9 Move ModelConfig from config/__init__.py to config/model.py (#25252) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-19 16:22:33 +00:00
Harry Mellor
058525b997 Move PoolerConfig from config/__init__.py to config/pooler.py (#25181) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-19 11:02:55 +00:00
Andrew Sansom
9a4600e4dc [CORE] Prompt Embeddings Support for v1 Engine (#24278) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: Andrew Sansom <qthequartermasterman@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-09-19 08:03:09 +08:00
Aaron Pham
29283e8976 [Chore] Cleanup guided namespace, move to structured outputs config (#22772) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-18 09:20:27 +00:00
rongfu.leng
350c94deb3 [Bugfix] when use s3 model cannot use default load_format (#24435) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-09-18 07:47:43 +00:00
Sage Moore
567939953b [Core/DBO][1/N] Add Dual-Batch Overlap mechanism to VLLM (#23693) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-09-16 12:21:48 -04:00
Chen Bruce
7ea5c73ad7 [Feat][EPLB] A novel static EPLB placement strategy for MoE models. (#23745) 
Signed-off-by: bruceszchen <bruceszchen@tencent.com>
Signed-off-by: Chen Bruce <bruceszchen@tencent.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Chen Bruce <cszwwdz@vip.qq.com>
Co-authored-by: lemon412 <lemon412@foxmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-16 10:55:16 +00:00
Harry Mellor
c4afdb69cc Move MultiModalConfig from config/__init__.py to config/multimodal.py (#24659) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-09-15 17:43:16 +00:00
Nick Hill
4fdd6f5cbf [Core] Support async scheduling with uniproc executor (#24219) 
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
Co-authored-by: Ronald1995 <ronaldautomobile@163.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-09-12 16:34:28 -07:00
dongluw
a5b84f1cbf [Core] Shared memory based object store for Multimodal data caching and IPC (#20452) 
Signed-off-by: donglu <donglu@cohere.com>
 2025-09-12 07:54:17 -07:00
RichardoMu
40b6c9122b [V1] feat:add engine v1 tracing (#20372) 
Signed-off-by: Mu Huai <tianbowen.tbw@antgroup.com>
Signed-off-by: Ye Zhang <zhysishu@gmail.com>
Signed-off-by: RichardoMu <44485717+RichardoMrMu@users.noreply.github.com>
Signed-off-by: simon-mo <simon.mo@hey.com>
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: Mu Huai <tianbowen.tbw@antgroup.com>
Co-authored-by: Ye Zhang <zhysishu@gmail.com>
Co-authored-by: Benjamin Bartels <benjamin@bartels.dev>
Co-authored-by: simon-mo <simon.mo@hey.com>
Co-authored-by: 瑜琮 <ly186375@antfin.com>
Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-09-11 17:10:39 -07:00
Boyuan Feng
94e6b2d55f Allow users to specify kv cache memory size (#21489) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-11 13:41:07 +00:00
Harry Mellor
d6249d0699 Fix typing for safetensors_load_strategy (#24641) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-11 10:41:39 +00:00
shengshiqi-google
41329a0ff9 [Core] feat: Add --safetensors-load-strategy flag for faster safetensors loading from Lustre (#24469) 
Signed-off-by: Shiqi Sheng <shengshiqi@google.com>
Signed-off-by: shengshiqi-google <160179165+shengshiqi-google@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-09-10 23:10:01 -07:00
Hanjie Qiu
dcb28a332b [Kernel] Flashinfer MLA (trtllm-gen) decode kernel integration (#21078) 
Signed-off-by: hjjq <hanjieq@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-09-10 15:31:10 -07:00
Xingyu Liu
9fb74c27a7 [Core] Support configuration parsing plugin (#24277) 
Signed-off-by: Xingyu Liu <charlotteliu12x@gmail.com>
Signed-off-by: Xingyu Liu <38244988+charlotte12l@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-09-10 11:32:43 -07:00
pwschuurman
4377b1ae3b [Bugfix] Update Run:AI Model Streamer Loading Integration (#23845) 
Signed-off-by: Omer Dayan (SW-GPU) <omer@run.ai>
Signed-off-by: Peter Schuurman <psch@google.com>
Co-authored-by: Omer Dayan (SW-GPU) <omer@run.ai>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-09 21:37:17 -07:00
Zebing Lin
82dfb12e52 [Core] Use sha256 bytes instead of BlockHash to reduce GC overhead (#23673) 
Signed-off-by: linzebing <linzebing1995@gmail.com>
 2025-09-08 21:34:37 -07:00
Didier Durand
f4962a6d55 [Doc]: fix typos in Python comments (#24417) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-09-08 00:22:16 -07:00
Woosuk Kwon
4172235ab7 [V0 deprecation] Deprecate V0 Neuron backend (#21159) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-06 16:15:18 -07:00
yzds
ac201a0eaf [Feature] Support Decode Context Parallel (DCP) for MLA (#23734) 
Signed-off-by: hongchao <hongchao@msh.team>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: hongchao <hongchao@msh.team>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-09-06 13:24:05 +08:00
Lucas Wilkinson
402759d472 [Attention] FlashAttn MLA (#14258) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-09-04 02:47:59 -07:00
Isotr0py
d7fbc6ddac [Misc] Enable V1 FP16 inference on pre-Ampere GPUs (#24022) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-01 08:12:22 +00:00
Christian Pinto
1cb39dbcdd [Misc] IO Processor plugins for pooling models (#22820) 
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Max de Bayser <mbayser@br.ibm.com>
 2025-08-31 23:07:12 -07:00
Maximilien de Bayser
2554b27baa [V0 Deprecation] Remove pooling model support in V0 (#23434) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-29 00:04:02 -07:00
Didier Durand
d3da2eea54 [Doc]: fix typos in Python scripts (#23828) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-08-28 05:37:38 -07:00
Asaf Joseph Gardin
853c371fc3 [V1][Mamba] - Enable V1 by default for Mamba Models (#23650) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-08-27 20:53:30 +00:00
Harry Mellor
513c1fe255 Only run get_attr_docs if generating help text (#23723) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-27 13:55:12 +00:00