Alexander Matveev and GitHub
6066253296
Marlin 24 prefill performance improvement (about 25% better on average) ( #4983 )
2024-05-23 02:39:27 -04:00
Cody Yu and GitHub
ee3eea0a1b
[Misc] Take user preference in attention selector ( #4960 )
2024-05-23 07:55:56 +09:00
raywanb and GitHub
97b030005c
[Model] LoRA gptbigcode implementation ( #3949 )
2024-05-22 13:58:59 -07:00
Cody Yu and GitHub
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
Tyler Michael Smith and GitHub
8674f9880e
[Kernel] Fixup for CUTLASS kernels in CUDA graphs ( #4954 )
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Pass the CUDA stream into the CUTLASS GEMMs, to avoid future issues with CUDA graphs
2024-05-22 14:10:43 +00:00
SangBin Cho and GitHub
c74c913bfb
[misc] remove comments that were supposed to be removed ( #4977 )
2024-05-22 09:02:58 -04:00
sasha0552 and GitHub
9b9a10d6cb
[Frontend] Dynamic RoPE scaling ( #4638 )
2024-05-22 01:32:35 -04:00
Isotr0py and GitHub
f12c3b5b3d
[Model] Add Phi-2 LoRA support ( #4886 )
2024-05-21 14:24:17 +09:00
943e72ca56
[Build/CI] Enabling AMD Entrypoints Test ( #4834 )
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Co-authored-by: Alexey Kondratiev <alexey.kondratiev@amd.com >
2024-05-20 11:29:28 -07:00
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
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
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
e08188081b
[Core][Distributed] remove graph mode function ( #4818 )
2024-05-16 10:59:52 -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
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
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
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
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
Robert Shaw and GitHub
a709e87a4f
[CI/Build] Tweak Marlin Nondeterminism Issues ( #4713 )
2024-05-12 17:46:31 -07:00
Chang Su and GitHub
e254497b66
[Model][Misc] Add e5-mistral-7b-instruct and Embedding API ( #3734 )
2024-05-11 11:30:37 -07:00
youkaichao and GitHub
4e12131089
[Core][Test] fix function name typo in custom allreduce ( #4750 )
2024-05-10 15:14:40 -07:00
Robert Shaw and GitHub
fcc2994be6
[CI] Nits for bad initialization of SeqGroup in testing ( #4748 )
2024-05-10 18:01:01 -04:00
2e7796f2cf
[Speculative decoding] CUDA graph support ( #4295 )
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Co-authored-by: Cade Daniel <edacih@gmail.com >
2024-05-10 17:36:25 +00:00
SangBin Cho and GitHub
6a0f617210
[Core] Fix circular reference which leaked llm instance in local dev env ( #4737 )
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Storing exception frame is extremely prone to circular refernece because it contains the reference to objects.
When tensorizer is not installed, it leaks llm instance because error frame has references to various modules which cause circular reference problem.
I also found spec decoding has a circular reference issue, and I solved it using weakref.proxy.
2024-05-10 23:54:32 +09:00
Allen.Dou and GitHub
e965d46184
[Misc] Keep only one implementation of the create_dummy_prompt function. ( #4716 )
2024-05-09 21:42:38 -07:00
youkaichao and GitHub
208b71bcc1
[Core][Distributed] refactor pynccl ( #4591 )
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[Core][Distributed] refactor pynccl to hold multiple communicators (#4591 )
2024-05-09 19:48:43 -07:00
Cody Yu and GitHub
c833101740
[Kernel] Refactor FP8 kv-cache with NVIDIA float8_e4m3 support ( #4535 )
2024-05-09 18:04:17 -06:00
Woosuk Kwon and GitHub
0ee535b294
[Misc] Set block size at initialization & Fix test_model_runner ( #4705 )
2024-05-09 09:04:59 -07:00
Woosuk Kwon and GitHub
190bc838e1
[Misc] Remove unnecessary ModelRunner imports ( #4703 )
2024-05-09 00:17:17 -07:00
Cyrus Leung and GitHub
f12b20decc
[Frontend] Move async logic outside of constructor ( #4674 )
2024-05-08 22:48:33 -07:00
f942efb5a3
[Dynamic Spec Decoding] Auto-disable by the running queue size ( #4592 )
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Co-authored-by: Cade Daniel <edacih@gmail.com >
2024-05-08 21:44:00 +00:00
youkaichao and GitHub
230c4b38c1
[CI/Test] fix swap test for multi gpu ( #4689 )
2024-05-08 13:14:02 -07:00
