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473 Commits

Author SHA1 Message Date
Calvin Chen
48545728d8
cleanup invalid prints (#18050) 
Signed-off-by: calvin chen <120380290@qq.com>
 2025-05-12 23:01:57 -07:00
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
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
Harry Mellor
c6798baa9c
Change top_k to be disabled with 0 (still accept -1 for now) (#17773) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-09 10:01:49 +00:00
Agata Dobrzyniewicz
843b222723
[Hardware][Intel-Gaudi] Support Automatic Prefix Caching on HPU (#17648) 
Signed-off-by: Agata Dobrzyniewicz <adobrzyniewicz@habana.ai>
 2025-05-07 22:37:03 -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
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
Andrew Sansom
cc2a77d7f1
[Core] [Bugfix] Add Input Embeddings (#15428) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: 临景 <linjing.yx@alibaba-inc.com>
Co-authored-by: Bryce1010 <bryceyx@gmail.com>
Co-authored-by: Nan2018 <nan@protopia.ai>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-02 01:06:39 -07:00
ponix-j
bdb2cddafc
[Misc]Use a platform independent interface to obtain the device attributes (#17100) 2025-04-29 06:59:13 +00:00
idouba
72c5b97231
Update tpu_worker.py 's typo (#17288) 2025-04-28 04:01:15 -07:00
Cyrus Leung
aec9674dbe
[Core] Remove legacy input mapper/processor from V0 (#15686) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-28 15:38:48 +08:00
Agata Dobrzyniewicz
c48334d405
[Hardware][Intel-Gaudi] Update hpu-extension and update bucketing system for HPU device (#17186) 
Signed-off-by: Agata Dobrzyniewicz <adobrzyniewicz@habana.ai>
 2025-04-26 05:55:14 -07:00
Shu Wang
9e96f56efb
Allocate kv_cache with stride order (#16605) 
Signed-off-by: shuw <shuw@nvidia.com>
 2025-04-25 22:03:31 -07:00
Harry Mellor
423e9f1cbe
Use Transformers helper get_text_config() instead of checking for text_config (#17105) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-25 08:47:35 -07:00
Woosuk Kwon
b411418ff0
[Chore] Remove Sampler from Model Code (#17084) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-24 02:49:33 -07:00
Chendi.Xue
56a735261c
[INTEL-HPU][v0] Port delayed sampling to upstream (#16949) 
Signed-off-by: Michal Adamczyk <michal.adamczyk@intel.com>
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Michal Adamczyk <madamczyk@habana.ai>
 2025-04-22 20:14:11 -07:00
Han Zhang
d41faaf9df
Restore buffers when wake up from level 2 sleep (#16564) (#16889) 
Signed-off-by: Han <zh950713@gmail.com>
 2025-04-21 20:18:28 +08:00
Yang Fan
2c1bd848a6
[Model][VLM] Add Qwen2.5-Omni model support (thinker only) (#15130) 
Signed-off-by: fyabc <suyang.fy@alibaba-inc.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Xiong Wang <wangxiongts@163.com>
 2025-04-18 23:14:36 -07:00
Yihua Cheng
3408e47159
[P/D][V1] KV Connector API V1 (#15960) 
Signed-off-by: ApostaC <yihua98@uchicago.edu>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: remi <remi@mistral.ai>
Co-authored-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Rémi Delacourt <54138269+Flechman@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
 2025-04-17 13:22:40 -07:00
Tomasz Zielinski
34b2cf3b33
[Hardware][Intel-Gaudi] Multi-step scheduling implementation for HPU (#12779) 
Signed-off-by: Tomasz Zielinski <tomasz.zielinski@intel.com>
 2025-04-11 07:38:36 -07:00
Jee Jee Li
f7030df3be
[Core][LoRA][1/N] Add LoRA for EncoderDecoderModelRunner (#15990) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-04-11 15:32:37 +08:00
Benjamin Kitor
82eb61dd4c
[misc] use tqdm.auto where appropriate (#16290) 
Signed-off-by: Benjamin Kitor <bkitor@gigaio.com>
 2025-04-09 21:54:54 -07:00
Li, Jiang
550b2801ad
[CPU][Bugfix] Using custom allreduce for CPU backend (#15934) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-04-02 07:46:47 -07:00
Eric Tang
ddb94c2605
[core] Add tags parameter to wake_up() (#15500) 
Signed-off-by: Eric <erictang000@gmail.com>
 2025-04-02 01:59:27 -07:00
Thien Tran
2edc87b161
[Bugfix] Fix cache block size calculation for CPU MLA (#15848) 
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
 2025-04-02 01:45:02 -07:00
yihong
2de4118243
fix: change GB to GiB in logging close #14979 (#15807) 
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
 2025-03-31 10:00:50 -07:00
Chengji Yao
e74ff409e0
[TPU] support disabling xla compilation cache (#15567) 
Signed-off-by: Chengji Yao <chengjiyao@google.com>
 2025-03-27 00:09:28 +00:00
Varun Sundar Rabindranath
6c663dfd5e
[misc] LoRA - Skip LoRA kernels when not required (#15152) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2025-03-26 11:33:45 +08:00
Thien Tran
4f044b1d67
[Kernel][CPU] CPU MLA (#14744) 
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
 2025-03-25 09:34:59 +00:00
liuzhenwei
5eeadc2642
[Hardware][Gaudi][Feature] Enable Dynamic MoE for Mixtral (#12303) 
Signed-off-by: zhenwei <zhenweiliu@habana.ai>
 2025-03-24 09:48:40 -07:00
Russell Bryant
b877031d80
Remove openvino support in favor of external plugin (#15339) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-03-22 14:06:39 -07:00
Cyrus Leung
f6137adbcb
Revert "[Bugfix] Limit profiling run sequence length by max_model_len (#14785) (#14892) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-16 09:13:46 -07:00
Kyle Sayers
d30aa7e9e6
[Bugfix] Limit profiling run sequence length by max_model_len (#14785) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2025-03-16 07:44:19 -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
yarongmu-google
dd344e0342
[Bugfix] Fix torch_xla in V0 which can't handle None seed introduced … (#14844) 
Signed-off-by: Yarong Mu <ymu@google.com>
 2025-03-15 00:41:15 +00:00
Jee Jee Li
b8b0ccbd2d
[Bugfix] Make the deviceprofiler include LoRA memory. (#14469) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-08 07:12:22 +00:00
Harry Mellor
f7a6bd0fa1
Fix missing kv_caches and attn_metadata in OpenVINOCausalLM (#14271) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-03-07 12:30:42 +00:00
youkaichao
151b08e0fe
[RLHF] use worker_extension_cls for compatibility with V0 and V1 (#14185) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-03-07 00:32:46 +08:00
Siyuan Liu
beebf4742a
[TPU][Profiler] Support start_profile/stop_profile in TPU worker (#13988) 
Signed-off-by: Siyuan Liu <lsiyuan@google.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-03-04 14:40:06 -05:00
Zhanwen Chen
66233af7b6
Use math.prod instead of np.prod for trivial ops (#14142) 2025-03-03 21:09:22 -08:00
Jun Duan
82fbeae92b
[Misc] Accurately capture the time of loading weights (#14063) 
Signed-off-by: Jun Duan <jun.duan.phd@outlook.com>
 2025-03-01 17:20:30 -08:00
Kacper Pietkun
b91660ddb8
[Hardware][Intel-Gaudi] Regional compilation support (#13213) 2025-02-28 00:51:49 -08:00
Benjamin Chislett
9804145cac
[Model][Speculative Decoding] Expand DeepSeek MTP code to support k > n_predict (#13626) 
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
 2025-02-27 15:28:08 -08:00
Yang Zheng
4b1d141f49
[PP] Correct cache size check (#13873) 
Signed-off-by: Yang Zheng <zhengy.gator@gmail.com>
 2025-02-27 17:47:29 +08:00
Joe Runde
3f808cc044
[Bugfix] Do not crash V0 engine on input errors (#13101) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2025-02-26 19:07:29 +08:00
Jee Jee Li
5157338ed9
[Misc] Improve LoRA spelling (#13831) 2025-02-25 23:43:01 -08:00