Cyrus Leung and GitHub
6287537a0c
[Model] LLaVA model refactor ( #4910 )
2024-05-20 08:11:25 +00:00
Woosuk Kwon and GitHub
b57e6c5949
[Kernel] Add flash-attn back ( #4907 )
2024-05-19 18:11:30 -07:00
Alexander Matveev and GitHub
27ce85476e
[Kernel] Add marlin_24 unit tests ( #4901 )
2024-05-19 11:37:34 -04:00
Cyrus Leung and GitHub
f68470e803
[Bugfix][Model] Add base class for vision-language models ( #4809 )
2024-05-19 00:13:33 -07:00
SangBin Cho and GitHub
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
alexeykondrat and GitHub
c0724fc915
[ROCm][Hardware][AMD] Adding Navi21 to fallback to naive attention if Triton is not used ( #4658 )
2024-05-18 05:09:11 +00:00
Michael Goin and GitHub
86b45ae065
[Bugfix] Relax tiktoken to >= 0.6.0 ( #4890 )
2024-05-17 12:58:52 -06:00
Antoni Baum and GitHub
c5711ef985
[Doc] Update Ray Data distributed offline inference example ( #4871 )
2024-05-17 10:52:11 -07:00
eigenLiu and GitHub
48d5985a08
Sync huggingface modifications of qwen Moe model ( #4774 )
2024-05-17 09:43:19 -07:00
Jinzhen Lin and GitHub
33e0823de5
[Bugfix] fix rope error when load models with different dtypes ( #4835 )
2024-05-17 18:43:34 +09:00
Alexei-V-Ivanov-AMD and GitHub
26148120b3
[Build/CI] Extending the set of AMD tests with Regression, Basic Correctness, Distributed, Engine, Llava Tests ( #4797 )
2024-05-16 20:58:25 -07:00
bofeng huang and GitHub
0150a10630
[Frontend] OpenAI API server: Do not add bos token by default when encoding ( #4688 )
2024-05-16 18:47:22 -07:00
Kante Yin and GitHub
8e7fb5d43a
Support to serve vLLM on Kubernetes with LWS ( #4829 )
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Signed-off-by: kerthcet <kerthcet@gmail.com >
2024-05-16 16:37:29 -07:00
Woosuk Kwon and GitHub
9a31a817a8
[Bugfix] Fix FP8 KV cache support ( #4869 )
2024-05-16 22:42:29 +00:00
Tyler Michael Smith and GitHub
2060e93659
[Kernel] Add w8a8 CUTLASS kernels ( #4749 )
2024-05-16 18:32:50 -04:00
8435b207af
[Kernel] Add punica dimension for Qwen1.5-32B LoRA ( #4850 )
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Co-authored-by: Silencio <silencio@adsl-99-6-187-6.dsl.irvnca.sbcglobal.net >
2024-05-16 11:16:09 -07:00
youkaichao and GitHub
10fa9eea21
[Misc] remove old comments ( #4866 )
2024-05-16 11:07:41 -07:00
youkaichao and GitHub
e08188081b
[Core][Distributed] remove graph mode function ( #4818 )
2024-05-16 10:59:52 -07:00
Hongxia Yang and GitHub
b5853f9963
[ROCm][AMD][Bugfix] adding a missing triton autotune config ( #4845 )
2024-05-16 10:46:52 -07:00
Simon Mo and GitHub
f09edd8a25
Add JSON output support for benchmark_latency and benchmark_throughput ( #4848 )
2024-05-16 10:02:56 -07:00
6979ade384
Add GPTQ Marlin 2:4 sparse structured support ( #4790 )
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Co-authored-by: Robert Shaw <rshaw@neuralmagic.com >
2024-05-16 12:56:15 -04:00
Pierre Dulac and GitHub
9216b9cc38
[Bugfix] Bypass authorization API token for preflight requests ( #4862 )
2024-05-16 09:42:21 -07:00
Alex Wu and GitHub
5e0391c040
[Frontend] Separate OpenAI Batch Runner usage from API Server ( #4851 )
2024-05-17 00:42:41 +09:00
Alex Wu and GitHub
dbc0754ddf
[docs] Fix typo in examples filename openi -> openai ( #4864 )
2024-05-17 00:42:17 +09:00
Jinzhen Lin and GitHub
99caa49106
[Kernel] add bfloat16 support for gptq marlin kernel ( #4788 )
2024-05-16 09:55:29 -04:00
alexm-nm and GitHub
5c342570d7
Add marlin unit tests and marlin benchmark script ( #4815 )
2024-05-16 09:36:49 -04:00
973617ae02
[Speculative decoding][Re-take] Enable TP>1 speculative decoding ( #4840 )
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Co-authored-by: Cade Daniel <edacih@gmail.com >
Co-authored-by: Cade Daniel <cade@anyscale.com >
2024-05-16 00:53:51 -07:00
30e754390c
[Core] Implement sharded state loader ( #4690 )
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Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu >
2024-05-15 22:11:54 -07:00
52f8107cf2
[Frontend] Support OpenAI batch file format ( #4794 )
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Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com >
2024-05-15 19:13:36 -04:00
Cyrus Leung and GitHub
fc0d9dfc3a
[Frontend] Re-enable custom roles in Chat Completions API ( #4758 )
2024-05-15 14:58:46 -07:00
Zhuohan Li and GitHub
361c461a12
[Doc] Highlight the fourth meetup in the README ( #4842 )
2024-05-15 11:38:49 -07:00
zifeitong and GitHub
a5675d348b
[Bugfix] Properly set distributed_executor_backend in ParallelConfig ( #4816 )
2024-05-15 07:22:09 -07:00
Cyrus Leung and GitHub
e9cdd2b1e2
[CI/Build] Further decouple HuggingFace implementation from ours during tests ( #4166 )
2024-05-14 23:38:40 -07:00
SangBin Cho and GitHub
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
SangBin Cho and GitHub
8a7cc254a0
Revert "[Kernel] Use flash-attn for decoding ( #3648 )" ( #4820 )
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Lora 3 & 4 test seems to have illegal memory access failure after this commit;
[2024-05-14 23:51:18,182 E 22 22] logging.cc:101: Unhandled exception: N3c105ErrorE. what(): CUDA error: an illegal memory access was encountered
<br class="Apple-interchange-newline">
Exmaple: https://buildkite.com/vllm/ci/builds/7382#018f793d-1527-4e1c-ab59-c3a34ec55241
This reverts commit 1356df5
2024-05-15 11:52:45 +09:00
Simon Mo and GitHub
29bc01bf3b
Add 4th meetup announcement to readme ( #4817 )
2024-05-14 18:33:06 -04:00
676a99982f
[Core] Add MultiprocessingGPUExecutor ( #4539 )
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Co-authored-by: SAHIL SUNEJA <suneja@us.ibm.com >
2024-05-14 10:38:59 -07:00
Cyrus Leung and GitHub
dc72402b57
[Bugfix][Doc] Fix CI failure in docs ( #4804 )
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This PR fixes the CI failure introduced by #4798 .
The failure originates from having duplicate target names in reST, and is fixed by changing the ref targets to anonymous ones. For more information, see this discussion.
I have also changed the format of the links to be more distinct from each other.
2024-05-15 01:57:08 +09:00
Kuntai Du and GitHub
ccb63a8245
[Core][Hash][Automatic Prefix caching] Accelerating the hashing function by avoiding deep copies ( #4696 )
2024-05-14 21:34:33 +09:00
Zhuohan Li and GitHub
c579b750a0
[Doc] Add meetups to the doc ( #4798 )
2024-05-13 18:48:00 -07:00
Cyrus Leung and GitHub
4bfa7e7f75
[Doc] Add API reference for offline inference ( #4710 )
2024-05-13 17:47:42 -07:00
Zhuohan Li and GitHub
ac1fbf7fd2
[Doc] Shorten README by removing supported model list ( #4796 )
2024-05-13 16:23:54 -07:00
Philipp Moritz and GitHub
33d3914b1e
[Bugfix] Fix dynamic FP8 quantization for Mixtral ( #4793 )
2024-05-13 19:00:27 -04:00
1356df53bd
[Kernel] Use flash-attn for decoding ( #3648 )
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Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu >
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com >
2024-05-13 15:50:33 -07:00
Cody Yu and GitHub
ce532ff45c
[Speculative decoding] Improve n-gram efficiency ( #4724 )
2024-05-13 15:00:13 -07:00
Sanger Steel and GitHub
8bc68e198c
[Frontend] [Core] perf: Automatically detect vLLM-tensorized model, update tensorizer to version 2.9.0 ( #4208 )
2024-05-13 14:57:07 -07:00
Woosuk Kwon and GitHub
0fca3cdcf2
[Misc] Enhance attention selector ( #4751 )
2024-05-13 10:47:25 -07:00
e7c46b9527
[Scheduler] Warning upon preemption and Swapping ( #4647 )
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Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com >
2024-05-13 23:50:44 +09:00
Cyrus Leung and GitHub
350f9e107f
[CI/Build] Move test_utils.py to tests/utils.py ( #4425 )
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Since #4335 was merged, I've noticed that the definition of ServerRunner in the tests is the same as in the test for OpenAI API. I have moved the class to the test utilities to avoid code duplication. (Although it only has been repeated twice so far, I will add another similar test suite in #4200 which would duplicate the code a third time)
Also, I have moved the test utilities file (test_utils.py) to under the test directory (tests/utils.py), since none of its code is actually used in the main package. Note that I have added __init__.py to each test subpackage and updated the ray.init() call in the test utilities file in order to relative import tests/utils.py.
2024-05-13 23:50:09 +09:00
youkaichao and GitHub
702bee461f
[Core][Distributed] refactor custom allreduce to support multiple tp groups ( #4754 )
2024-05-12 17:47:59 -07:00
