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4b0da7b60e35bbeb2cbd656c54966ee2ceb4c4bd
Commit Graph

578 Commits

Author SHA1 Message Date
Harry Mellor
4b0da7b60e Enable hybrid attention models for Transformers backend (#18494) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-23 10:12:08 +08:00
wangxiyuan
721fb9b181 [Platform] Move platform check to right place (#18470) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-05-22 12:11:28 -07:00
Kebe
5d7f545204 [Frontend] deprecate --device arg (#18399) 
Signed-off-by: Kebe <mail@kebe7jun.com>
 2025-05-21 01:21:17 -07:00
Michael Goin
f4a8a37465 [Minor] Rename quantization nvfp4 to modelopt_fp4 (#18356) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-20 09:08:37 -07:00
cascade
9ab2c02ff8 Support sequence parallelism combined with pipeline parallelism (#18243) 
Signed-off-by: cascade812 <cascade812@outlook.com>
 2025-05-17 22:47:25 +00:00
David Ben-David
3e0d435027 [P/D][V1] Support dynamic loading of external KV connector implementations (#18142) 
Signed-off-by: David Ben-David <davidb@pliops.com>
Co-authored-by: David Ben-David <davidb@pliops.com>
 2025-05-17 06:40:39 +00:00
Lucia Fang
3d2779c29a [Feature] Support Pipeline Parallism in torchrun SPMD offline inference for V1 (#17827) 
Signed-off-by: Lucia Fang <fanglu@fb.com>
 2025-05-15 22:28:27 -07:00
Nicolò Lucchesi
e3f3aee6f4 [Misc] Avoid cuda graph log when sizes still match (#18202) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-05-15 09:59:38 -07:00
omahs
a9944aabfa fix: typos (#18151) 
Signed-off-by: omahs <73983677+omahs@users.noreply.github.com>
 2025-05-15 02:16:15 -07:00
Luka Govedič
83f74c698f [Fix][ROCm] Enforce eager for all encoder-decoder models on ROCm (#18154) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
 2025-05-14 22:04:43 -07:00
Aaron Pham
2fc9075b82 [V1] Structured Outputs + Thinking compatibility (#16577) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
 2025-05-14 15:45:24 -07:00
Jon Gill
754b699cbe [Bug]: Fix S3 model/tokenizer path resolution (#18083) 
Signed-off-by: Jon Gill <jon@yurts.ai>
 2025-05-13 19:34:17 -07:00
Nick Hill
55aa7af994 [V1] DP scale-out (2/N): Decouple engine process management and comms (#15977) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-05-13 10:48:21 -07:00
Woosuk Kwon
2ff297dce9 [BugFix] Set default random seed to 0 for V1 (#17929) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-05-13 07:52:19 +00:00
Tao He
60f7624334 Implements dual-chunk-flash-attn backend for dual chunk attention with sparse attention support (#11844) 2025-05-12 19:52:47 -07:00
Harry Mellor
d67085c2c8 Remove noisy warnings from SchedulerConfig (#17995) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-13 00:33:45 +00:00
bwshen-mi
acee8f48aa [Model] Support MiMo-7B inference with MTP (#17433) 
Signed-off-by: wp-alpha <wangpeng66@xiaomi.com>
Co-authored-by: wangpeng66 <wangpeng66@xiaomi.com>
 2025-05-12 23:25:33 +00:00
Robert Shaw
d19110204c [P/D] NIXL Integration (#17751) 
Signed-off-by: ApostaC <yihua98@uchicago.edu>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Brent Salisbury <bsalisbu@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: ApostaC <yihua98@uchicago.edu>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Brent Salisbury <bsalisbu@redhat.com>
 2025-05-12 09:46:16 -07:00
Harry Mellor
68311891f5 Don't default construct ModelConfig when default constructing VllmConfig (#17943) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-10 13:23:00 +00:00
Harry Mellor
4b2ed7926a Improve configs - the rest! (#17562) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-09 15:18:44 -07:00
Isotr0py
5c4c08f6f1 [Misc] Auto fallback to float16 for pre-Ampere GPUs when detected bfloat16 config (#17265) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-09 17:16:12 +00:00
inkcherry
5b2dcbf0b8 Fix Whisper crash caused by invalid`` max_num_batched_tokens`` config (#17853) 
Signed-off-by: inkcherry <mingzhi.liu@intel.com>
 2025-05-09 09:16:26 +00:00
Chanh Nguyen
7ea2adb802 [Core] Support full cuda graph in v1 (#16072) 
Signed-off-by: Chanh Nguyen <cnguyen@linkedin.com>
Co-authored-by: Chanh Nguyen <cnguyen@linkedin.com>
 2025-05-07 22:30:15 -07:00
Akshat Tripathi
c20ef40fd0 [Hardware][TPU][V1] Multi-LoRA implementation for the V1 TPU backend (#14238) 
Signed-off-by: Akshat Tripathi <akshat@krai.ai>
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
 2025-05-07 16:28:47 -04:00
Satyajith Chilappagari
043e4c4955 Add NeuronxDistributedInference support, Speculative Decoding, Dynamic on-device sampling (#16357) 
Signed-off-by: Satyajith Chilappagari <satchill@amazon.com>
Co-authored-by: Aaron Dou <yzdou@amazon.com>
Co-authored-by: Shashwat Srijan <sssrijan@amazon.com>
Co-authored-by: Chongming Ni <chongmni@amazon.com>
Co-authored-by: Amulya Ballakur <amulyaab@amazon.com>
Co-authored-by: Patrick Lange <patlange@amazon.com>
Co-authored-by: Elaine Zhao <elaineyz@amazon.com>
Co-authored-by: Lin Lin Pan <tailinpa@amazon.com>
Co-authored-by: Navyadhara Gogineni <navyadha@amazon.com>
Co-authored-by: Yishan McNabb <yishanm@amazon.com>
Co-authored-by: Mrinal Shukla <181322398+mrinalks@users.noreply.github.com>
 2025-05-07 00:07:30 -07:00
Jee Jee Li
822de7fb94 [Misc] Split model loader (#17712) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-05-07 12:42:26 +08:00
Cyrus Leung
2858830c39 [Bugfix] Prioritize dtype in root config before checking text config (#17629) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-04 12:43:05 +00:00
Harry Mellor
d6484ef3c3 Add full API docs and improve the UX of navigating them (#17485) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-03 19:42:43 -07:00
Cyrus Leung
887d7af882 [Core] Gate prompt_embeds behind a feature flag (#17607) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-04 00:19:20 +08:00
Chenyaaang
87baebebd8 [Frontend][TPU] Add TPU default max-num-batched-tokens based on device name (#17508) 
Signed-off-by: Chenyaaang <chenyangli@google.com>
 2025-05-02 21:42:44 -07:00
Harry Mellor
785d75a03b Automatically tell users that dict args must be valid JSON in CLI (#17577) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-02 05:24:55 -07:00
Jerry Zhang
109e15a335 Add pt_load_map_location to allow loading to cuda (#16869) 
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
 2025-05-01 23:23:42 -07:00
Chen Xia
173daac19d [Bug]change the position of cuda_graph_sizes in dataclasses (#17548) 
Signed-off-by: CXIAAAAA <cxia0209@gmail.com>
 2025-05-01 11:52:37 -07:00
Cyrus Leung
9b1769dd9a [Bugfix] Fix lint error (#17547) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-01 11:12:19 -07:00
Chen Xia
61c299f81f [Misc]add configurable cuda graph size (#17201) 
Signed-off-by: CXIAAAAA <cxia0209@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-01 11:04:50 -07:00
Harry Mellor
6768ff4a22 Move the last arguments in arg_utils.py to be in their final groups (#17531) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-01 10:31:44 -07:00
Chauncey
98060b001d [Feature][Frontend]: Deprecate --enable-reasoning (#17452) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-05-01 06:46:16 -07:00
Harry Mellor
a257d9bccc Improve configs - ObservabilityConfig (#17453) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-01 03:52:05 -07:00
Cyrus Leung
afb4429b4f [CI/Build] Reorganize models tests (#17459) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-30 23:03:08 -07:00
Aaron Pham
da4e7687b5 [Fix] Support passing args to logger (#17425) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
 2025-04-30 08:06:58 -07:00
Alec
0be6d05b5e [V1][Metrics] add support for kv event publishing (#16750) 
Signed-off-by: alec-flowers <aflowers@nvidia.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
 2025-04-30 07:44:45 -07:00
Harry Mellor
13698db634 Improve configs - ModelConfig (#17130) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-30 10:38:22 +08:00
Harry Mellor
a6977dbd15 Simplify (and fix) passing of guided decoding backend options (#17008) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-29 19:02:23 +00:00
Harry Mellor
2ef5d106bb Improve literal dataclass field conversion to argparse argument (#17391) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-29 16:25:08 +00:00
Cyrus Leung
ebb3930d28 [Misc] Move config fields to MultiModalConfig (#17343) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-29 06:37:21 +00:00
Ekagra Ranjan
e136000595 [V1][Spec Decode] Make Eagle model arch config driven (#17323) 2025-04-29 10:22:02 +08:00
Harry Mellor
c7941cca18 Explicitly explain quant method override ordering and ensure all overrides are ordered (#17256) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-28 16:55:31 +00:00
Harry Mellor
b6dd32aa07 Make name of compressed-tensors quant method consistent across vLLM (#17255) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-28 16:28:13 +00:00
Harry Mellor
fb1c933ade Add missing class docstring for PromptAdapterConfig (#17302) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-28 04:06:59 -07:00
cascade
690fe019f0 [Feature] support sequence parallelism using compilation pass (#16155) 
Signed-off-by: cascade812 <cascade812@outlook.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-04-27 06:29:35 -07:00