Commit Graph
189 Commits
Author SHA1 Message Date
Antoni Baum 5448f67635 [Core] Tweaks to model runner/input builder developer APIs (#6712) 2024-07-24 12:17:12 -07:00
William Lin 5e8ca973eb [Bugfix] fix flashinfer cudagraph capture for PP (#6708) 2024-07-24 01:49:44 +00:00
youkaichao 7c2749a4fd [misc] add start loading models for users information (#6670) 2024-07-22 20:08:02 -07:00
Cody Yu e0c15758b8 [Core] Modulize prepare input and attention metadata builder (#6596) 2024-07-23 00:45:24 +00:00
Jiaxin ShanandAntoni Baum 42c7f66a38 [Core] Support dynamically loading Lora adapter from HuggingFace (#6234)
Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
2024-07-22 15:42:40 -07:00
Woosuk Kwon 42de2cefcb [Misc] Add a wrapper for torch.inference_mode (#6618) 2024-07-21 18:43:11 -07:00
Cyrus Leung 9042d68362 [Misc] Consolidate and optimize logic for building padded tensors (#6541) 2024-07-20 04:17:24 +00:00
Antoni Baum 7bd82002ae [Core] Allow specifying custom Executor (#6557) 2024-07-20 01:25:06 +00:00
Nick HillandMurali Andoorveedu b5672a112c [Core] Multiprocessing Pipeline Parallel support (#6130)
Co-authored-by: Murali Andoorveedu <muralidhar.andoorveedu@centml.ai>
2024-07-18 19:15:52 -07:00
Woosuk Kwon 4634c8728b [TPU] Refactor TPU worker & model runner (#6506) 2024-07-18 01:34:16 -07:00
Rui QiaoandStephanie Wang 61e592747c [Core] Introduce SPMD worker execution using Ray accelerated DAG (#6032)
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
Co-authored-by: Stephanie Wang <swang@cs.berkeley.edu>
2024-07-17 22:27:09 -07:00
youkaichaoandMichael Goin 1c27d25fb5 [core][model] yet another cpu offload implementation (#6496)
Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-07-17 20:54:35 -07:00
Cody Yu 2fa4623d9e [Core] Refactor _prepare_model_input_tensors - take 2 (#6164) 2024-07-17 09:37:16 -07:00
Woosuk Kwon a9a2e74d21 [Misc] Use torch.Tensor for type annotation (#6505) 2024-07-17 13:01:10 +00:00
Woosuk Kwon e09ce759aa [TPU] Remove multi-modal args in TPU backend (#6504) 2024-07-17 04:02:53 -07:00
Woosuk Kwon c467dff24f [Hardware][TPU] Support MoE with Pallas GMM kernel (#6457) 2024-07-16 09:56:28 -07:00
Cyrus Leung d97011512e [CI/Build] vLLM cache directory for images (#6444) 2024-07-15 23:12:25 -07:00
Hongxia Yang b6c16cf8ff [ROCm][AMD] unify CUDA_VISIBLE_DEVICES usage in cuda/rocm (#6352) 2024-07-11 21:30:46 -07:00
aniaan 3963a5335b [Misc] refactor(config): clean up unused code (#6320) 2024-07-11 09:39:07 +00:00
Abhinav Goyal 2416b26e11 [Speculative Decoding] Medusa Implementation with Top-1 proposer (#4978) 2024-07-09 18:34:02 -07:00
4d6ada947c [CORE] Adding support for insertion of soft-tuned prompts (#4645)
Co-authored-by: Swapnil Parekh <swapnilp@ibm.com>
Co-authored-by: Joe G <joseph.granados@h2o.ai>
Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
2024-07-09 13:26:36 -07:00
Woosuk Kwon 5d5b4c5fe5 [Bugfix][TPU] Add missing None to model input (#6245) 2024-07-09 00:21:37 -07:00
Cyrus Leung ae96ef8fbd [VLM] Calculate maximum number of multi-modal tokens by model (#6121) 2024-07-04 16:37:23 -07:00
Lily LiuandSimon Mo 69ec3ca14c [Kernel][Model] logits_soft_cap for Gemma2 with flashinfer (#6051)
Co-authored-by: Simon Mo <simon.mo@hey.com>
2024-07-04 16:35:51 -07:00
Yuan 81d7a50f24 [Hardware][Intel CPU] Adding intel openmp tunings in Docker file (#6008)
Signed-off-by: Yuan Zhou <yuan.zhou@intel.com>
2024-07-04 15:22:12 -07:00
youkaichao 3de6e6a30e [core][distributed] support n layers % pp size != 0 (#6115) 2024-07-03 16:40:31 -07:00
xwjiang2010andRoger Wang d9e98f42e4 [vlm] Remove vision language config. (#6089)
Signed-off-by: Xiaowei Jiang <xwjiang2010@gmail.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
2024-07-03 22:14:16 +00:00
9831aec49f [Core] Dynamic image size support for VLMs (#5276)
Signed-off-by: Xiaowei Jiang <xwjiang2010@gmail.com>
Co-authored-by: Xiaowei Jiang <xwjiang2010@gmail.com>
Co-authored-by: ywang96 <ywang@roblox.com>
Co-authored-by: xwjiang2010 <87673679+xwjiang2010@users.noreply.github.com>
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
2024-07-02 20:34:00 -07:00
youkaichao 482045ee77 [hardware][misc] introduce platform abstraction (#6080) 2024-07-02 20:12:22 -07:00
9d6a8daa87 [Model] Jamba support (#4115)
Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
Co-authored-by: Erez Schwartz <erezs@ai21.com>
Co-authored-by: Mor Zusman <morz@ai21.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: Tomer Asida <tomera@ai21.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
Co-authored-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
2024-07-02 23:11:29 +00:00
Murali Andoorveedu c5832d2ae9 [Core] Pipeline Parallel Support (#4412)
Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
2024-07-02 10:58:08 -07:00
98d6682cd1 [VLM] Remove image_input_type from VLM config (#5852)
Signed-off-by: Xiaowei Jiang <xwjiang2010@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
2024-07-02 07:57:09 +00:00
youkaichao 614aa51203 [misc][cuda] use nvml to avoid accidentally cuda initialization (#6007) 2024-06-30 20:07:34 -07:00
Woosuk Kwon 7f83f40dee [Bugfix][TPU] Fix pad slot id (#5977) 2024-06-28 18:55:17 -07:00
Woosuk Kwon 54814fd85b [Bugfix][TPU] Fix TPU sampler output (#5978) 2024-06-28 18:14:16 -07:00
Lily LiuandLiuXiaoxuanPKU <llilyliupku@gmail.com>, bong-furiosa <bongwon.jang@furiosa.ai> 7041de4384 [Kernel] Flashinfer for prefill & decode, with Cudagraph support for decode (#4628)
Co-authored-by: LiuXiaoxuanPKU <llilyliupku@gmail.com>, bong-furiosa <bongwon.jang@furiosa.ai>
2024-06-28 15:28:49 -07:00
Cody Yu b2c620230a [Spec Decode] Introduce DraftModelRunner (#5799) 2024-06-28 09:17:51 -07:00
Ilya Lavrenov 57f09a419c [Hardware][Intel] OpenVINO vLLM backend (#5379) 2024-06-28 13:50:16 +00:00
Cyrus Leungandywang96 5cbe8d155c [Core] Registry for processing model inputs (#5214)
Co-authored-by: ywang96 <ywang@roblox.com>
2024-06-28 12:09:56 +00:00
Isotr0py 0d0e3a42ac [Bugfix][Hardware][Intel CPU] Fix unpassed multi_modal_kwargs for CPU runner (#5956) 2024-06-28 12:03:41 +00:00
Woosuk Kwon f136da15e1 [Hardware][TPU] Optimize KV cache swapping (#5878) 2024-06-27 21:12:13 -07:00
Cyrus Leung 96354d6a29 [Model] Add base class for LoRA-supported models (#5018) 2024-06-27 16:03:04 +08:00
Nick HillandAbhinav Goyal 2110557dab [BugFix] Fix cuda graph for MLPSpeculator (#5875)
Co-authored-by: Abhinav Goyal <abhinav.goyal@flipkart.com>
2024-06-27 04:12:10 +00:00
Woosuk Kwon f5c8628fdc [Bugfix][TPU] Fix CPU cache allocation (#5869) 2024-06-26 13:42:40 -07:00
Woosuk Kwon cbc53b6b8d [Hardware][TPU] Support parallel sampling & Swapping (#5855) 2024-06-26 11:07:49 -07:00
Woosuk Kwon 3439c5a8e3 [Bugfix][TPU] Fix KV cache size calculation (#5860) 2024-06-26 00:58:23 -07:00
Stephanie WangandStephanie dda4811591 [Core] Refactor Worker and ModelRunner to consolidate control plane communication (#5408)
Signed-off-by: Stephanie Wang <swang@cs.berkeley.edu>
Signed-off-by: Stephanie <swang@anyscale.com>
Co-authored-by: Stephanie <swang@anyscale.com>
2024-06-25 20:30:03 -07:00
Woosuk Kwon f178e56c68 [Hardware][TPU] Raise errors for unsupported sampling params (#5850) 2024-06-25 16:58:23 -07:00
Matt Wong dd793d1de5 [Hardware][AMD][CI/Build][Doc] Upgrade to ROCm 6.1, Dockerfile improvements, test fixes (#5422) 2024-06-25 15:56:15 -07:00
Woosuk Kwon bc34937d68 [Hardware][TPU] Refactor TPU backend (#5831) 2024-06-25 15:25:52 -07:00