Roger Wang
bbf55c4805
[VLM] Refactor MultiModalConfig initialization and profiling ( #7530 )
2024-08-17 13:30:55 -07:00
Mahesh Keralapura
93478b63d2
[Core] Fix tracking of model forward time in case of PP>1 ( #7440 )
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[Core] Fix tracking of model forward time to the span traces in case of PP>1 (#7440 )
2024-08-16 13:46:01 -07:00
Cyrus Leung
3f674a49b5
[VLM][Core] Support profiling with multiple multi-modal inputs per prompt ( #7126 )
2024-08-14 17:55:42 +00:00
Peter Salas
00c3d68e45
[Frontend][Core] Add plumbing to support audio language models ( #7446 )
2024-08-13 17:39:33 +00:00
Mahesh Keralapura
933790c209
[Core] Add span metrics for model_forward, scheduler and sampler time ( #7089 )
2024-08-09 13:55:13 -07:00
Alexander Matveev
74af2bbd90
[Bugfix] Fix reinit procedure in ModelInputForGPUBuilder ( #7360 )
2024-08-09 16:35:49 +00:00
Mor Zusman and Mor Zusman
07ab160741
[Model][Jamba] Mamba cache single buffer ( #6739 )
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Co-authored-by: Mor Zusman <morz@ai21.com >
2024-08-09 10:07:06 -04:00
Alexander Matveev
e02ac55617
[Performance] Optimize e2e overheads: Reduce python allocations ( #7162 )
2024-08-08 21:34:28 -07:00
Cody Yu
ef527be06c
[MISC] Use non-blocking transfer in prepare_input ( #7172 )
2024-08-05 23:41:27 +00:00
youkaichao
708989341e
[misc] add a flag to enable compile ( #7092 )
2024-08-02 16:18:45 -07:00
Jee Jee Li
7ecee34321
[Kernel][RFC] Refactor the punica kernel based on Triton ( #5036 )
2024-07-31 17:12:24 -07:00
Cyrus Leung
f230cc2ca6
[Bugfix] Fix broadcasting logic for multi_modal_kwargs ( #6836 )
2024-07-31 10:38:45 +08:00
Nick Hill
5cf9254a9c
[BugFix] Fix use of per-request seed with pipeline parallel ( #6698 )
2024-07-30 10:40:08 -07:00
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 Shan and Antoni Baum
42c7f66a38
[Core] Support dynamically loading Lora adapter from HuggingFace ( #6234 )
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Co-authored-by: Antoni Baum <antoni.baum@protonmail.com >
2024-07-22 15:42:40 -07:00
youkaichao and Michael Goin
1c27d25fb5
[core][model] yet another cpu offload implementation ( #6496 )
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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
4d6ada947c
[CORE] Adding support for insertion of soft-tuned prompts ( #4645 )
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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
Cyrus Leung
ae96ef8fbd
[VLM] Calculate maximum number of multi-modal tokens by model ( #6121 )
2024-07-04 16:37:23 -07:00
Lily Liu and Simon Mo
69ec3ca14c
[Kernel][Model] logits_soft_cap for Gemma2 with flashinfer ( #6051 )
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Co-authored-by: Simon Mo <simon.mo@hey.com >
2024-07-04 16:35:51 -07:00
xwjiang2010 and Roger Wang
d9e98f42e4
[vlm] Remove vision language config. ( #6089 )
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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 )
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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
9d6a8daa87
[Model] Jamba support ( #4115 )
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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 )
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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 )
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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
Lily Liu and LiuXiaoxuanPKU <llilyliupku@gmail.com>, bong-furiosa <bongwon.jang@furiosa.ai>
7041de4384
[Kernel] Flashinfer for prefill & decode, with Cudagraph support for decode ( #4628 )
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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
Cyrus Leung and ywang96
5cbe8d155c
[Core] Registry for processing model inputs ( #5214 )
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Co-authored-by: ywang96 <ywang@roblox.com >
2024-06-28 12:09:56 +00:00
Cyrus Leung
96354d6a29
[Model] Add base class for LoRA-supported models ( #5018 )
2024-06-27 16:03:04 +08:00
Nick Hill and Abhinav Goyal
2110557dab
[BugFix] Fix cuda graph for MLPSpeculator ( #5875 )
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Co-authored-by: Abhinav Goyal <abhinav.goyal@flipkart.com >
2024-06-27 04:12:10 +00:00
Stephanie Wang and Stephanie
dda4811591
[Core] Refactor Worker and ModelRunner to consolidate control plane communication ( #5408 )
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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
rohithkrn
f5dda63eb5
[LoRA] Add support for pinning lora adapters in the LRU cache ( #5603 )
2024-06-21 15:42:46 -07:00
b12518d3cf
[Model] MLPSpeculator speculative decoding support ( #4947 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com >
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com >
Co-authored-by: Nick Hill <nickhill@us.ibm.com >
Co-authored-by: Davis Wertheimer <Davis.Wertheimer@ibm.com >
2024-06-20 20:23:12 -04:00
Cyrus Leung
0e9164b40a
[mypy] Enable type checking for test directory ( #5017 )
2024-06-15 04:45:31 +00:00
youkaichao
ea3890a5f0
[Core][Distributed] code deduplication in tp&pp with coordinator( #5293 )
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[Core][Distributed] add coordinator to reduce code duplication in tp and pp (#5293 )
2024-06-12 17:27:08 -07:00
51602eefd3
[Frontend] [Core] Support for sharded tensorized models ( #4990 )
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Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com >
Co-authored-by: Sanger Steel <sangersteel@gmail.com >
Co-authored-by: Roger Wang <ywang@roblox.com >
2024-06-12 14:13:52 -07:00
Nick Hill
a008629807
[Misc] Various simplifications and typing fixes ( #5368 )
2024-06-11 10:29:02 +08:00
youkaichao
0373e1837e
[Core][CUDA Graph] add output buffer for cudagraph ( #5074 )
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[Core][CUDA Graph] add output buffer for cudagraph to reduce memory footprint (#5074 )
2024-06-08 19:14:43 -07:00
Antoni Baum
ccdc490dda
[Core] Change LoRA embedding sharding to support loading methods ( #5038 )
2024-06-06 19:07:57 -07:00
Toshiki Kataoka
06b2550cbb
[Bugfix] Support prompt_logprobs==0 ( #5217 )
2024-06-03 17:59:30 -07:00
Cyrus Leung
7a64d24aad
[Core] Support image processor ( #4197 )
2024-06-02 22:56:41 -07:00
Hyunsung Lee
d79d9eaaff
[Misc] remove duplicate definition of seq_lens_tensor in model_runner.py ( #5129 )
2024-05-30 06:56:19 -07:00
Michał Moskal and Ruth Evans
d4f3985907
[Core] Sliding window for block manager v2 ( #4545 )
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Co-authored-by: Ruth Evans <ruthevans@Ruths-MacBook-Pro.local >
2024-05-28 11:07:07 +09:00
Nick Hill
eb6d3c264d
[Core] Eliminate parallel worker per-step task scheduling overhead ( #4894 )
2024-05-23 06:17:27 +09:00
Cody Yu
a3a73ab069
[Misc] Load FP8 kv-cache scaling factors from checkpoints ( #4893 )
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The 2nd PR for #4532 .
This PR supports loading FP8 kv-cache scaling factors from a FP8 checkpoint (with .kv_scale parameter).
2024-05-22 13:28:20 -07:00
SangBin Cho
2e9a2227ec
[Lora] Support long context lora ( #4787 )
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Currently we need to call rotary embedding kernel for each LoRA, which makes it hard to serve multiple long context length LoRA. Add batched rotary embedding kernel and pipe it through.
It replaces the rotary embedding layer to the one that is aware of multiple cos-sin-cache per scaling factors.
Follow up of https://github.com/vllm-project/vllm/pull/3095/files
2024-05-18 16:05:23 +09:00
youkaichao
10fa9eea21
[Misc] remove old comments ( #4866 )
2024-05-16 11:07:41 -07:00
Roger Wang