youkaichao
cea808f325
[3/N] model runner pass the whole config to model ( #9958 )
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Signed-off-by: youkaichao <youkaichao@gmail.com >
2024-11-02 12:08:49 -07:00
youkaichao and Nick Hill
e893795443
[2/N] executor pass the complete config to worker/modelrunner ( #9938 )
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Signed-off-by: youkaichao <youkaichao@gmail.com >
Co-authored-by: Nick Hill <nhill@redhat.com >
2024-11-02 07:35:05 -07:00
Peter Salas
6c0b7f548d
[Core][VLM] Add precise multi-modal placeholder tracking ( #8346 )
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Signed-off-by: Peter Salas <peter@fixie.ai >
2024-11-01 16:21:10 -07:00
Chen Zhang
4fa3e33349
[Kernel] Support sliding window in flash attention backend ( #9403 )
2024-10-20 10:57:52 -07:00
Cyrus Leung
7e7eae338d
[Misc] Standardize RoPE handling for Qwen2-VL ( #9250 )
2024-10-16 13:56:17 +08:00
Tyler Michael Smith
7342a7d7f8
[Model] Support Mamba ( #6484 )
2024-10-11 15:40:06 +00:00
Alex Brooks
a3691b6b5e
[Core][Frontend] Add Support for Inference Time mm_processor_kwargs ( #9131 )
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Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com >
2024-10-08 14:12:56 +00:00
Isotr0py
4f95ffee6f
[Hardware][CPU] Cross-attention and Encoder-Decoder models support on CPU backend ( #9089 )
2024-10-07 06:50:35 +00:00
Isotr0py
487678d046
[Bugfix][Hardware][CPU] Fix CPU model input for decode ( #9044 )
2024-10-06 19:14:27 -07:00
Isotr0py
c23953675f
[Hardware][CPU] Enable mrope and support Qwen2-VL on CPU backend ( #8770 )
2024-09-24 23:16:11 -07:00
Li, Jiang
3e83c12b5c
[Bugfix][CPU] fix missing input intermediate_tensors in the cpu_model_runner ( #8733 )
2024-09-23 13:15:16 +00:00
Isotr0py
e551ca1555
[Hardware][CPU] Refactor CPU model runner ( #8729 )
2024-09-23 20:12:20 +08:00
Kevin Lin
295c4730a8
[Misc] Raise error when using encoder/decoder model with cpu backend ( #8355 )
2024-09-12 05:45:24 +00:00
afeldman-nm
428dd1445e
[Core] Logprobs support in Multi-step ( #7652 )
2024-08-29 19:19:08 -07:00
Isotr0py
6925cdbeea
[Bugfix][Hardware][CPU] Fix mm_limits initialization for CPU backend ( #7735 )
2024-08-21 16:23:03 +00:00
Roger Wang
bbf55c4805
[VLM] Refactor MultiModalConfig initialization and profiling ( #7530 )
2024-08-17 13:30:55 -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
Li, Jiang
3bbb4936dc
[Hardware] [Intel] Enable Multiprocessing and tensor parallel in CPU backend and update documentation ( #6125 )
2024-07-26 13:50:10 -07:00
Cyrus Leung
9042d68362
[Misc] Consolidate and optimize logic for building padded tensors ( #6541 )
2024-07-20 04:17:24 +00:00
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
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
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
Isotr0py
0d0e3a42ac
[Bugfix][Hardware][Intel CPU] Fix unpassed multi_modal_kwargs for CPU runner ( #5956 )
2024-06-28 12:03:41 +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
Isotr0py
2135cacb45
[Bugfix] Fix wrong multi_modal_input format for CPU runner ( #5451 )
2024-06-12 16:20:18 -07:00
Cyrus Leung
7a64d24aad
[Core] Support image processor ( #4197 )
2024-06-02 22:56:41 -07:00
SangBin Cho
65bf2ac165
[Core][2/N] Model runner refactoring part 2. Combine prepare prefill / decode to a single API ( #4681 )
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This PR combines prepare_prompt and prepare_decode into a single API. This PR also coelsce the attn metadata for prefill/decode to a single class and allow to slice them when running attn backend.
It also refactors subquery_start_loc which was not refactored in the previous PR
2024-05-15 14:00:10 +09:00
Woosuk Kwon
0fca3cdcf2
[Misc] Enhance attention selector ( #4751 )
2024-05-13 10:47:25 -07:00
Woosuk Kwon
0ee535b294
[Misc] Set block size at initialization & Fix test_model_runner ( #4705 )
2024-05-09 09:04:59 -07:00
SangBin Cho
3521ba4f25
[Core][Model runner refactoring 1/N] Refactor attn metadata term ( #4518 )
2024-05-03 10:20:12 -07:00
SangBin Cho
603ad84815
[Core] Refactoring sampler and support prompt logprob for chunked prefill ( #4309 )
2024-04-26 13:02:02 +00:00
Woosuk Kwon
e73ed0f1c6
[Bugfix] Fix type annotations in CPU model runner ( #4256 )
2024-04-22 00:54:16 -07:00
Isotr0py
296cdf8ac7
[Misc] Add vision language model support to CPU backend ( #3968 )
2024-04-22 00:44:16 -07:00
SangBin Cho and SangBin Cho
533d2a1f39
[Typing] Mypy typing part 2 ( #4043 )
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Co-authored-by: SangBin Cho <sangcho@sangcho-LT93GQWG9C.local >
2024-04-17 17:28:43 -07:00
Antoni Baum
69e1d2fb69
[Core] Refactor model loading code ( #4097 )
2024-04-16 11:34:39 -07:00
bigPYJ1151
8afca50889
[Hardware][Intel] Isolate CPUModelRunner and ModelRunner for better maintenance ( #3824 )
2024-04-11 11:56:49 -07:00
youkaichao