SangBin Cho and GitHub
8a7cc254a0
Revert "[Kernel] Use flash-attn for decoding ( #3648 )" ( #4820 )
...
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 )
...
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 )
...
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 )
...
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 )
...
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 )
...
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 )
...
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 )
...
[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 )
...
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
youkaichao and GitHub
20cfcdec99
[Core][Optimization] change python dict to pytorch tensor for blocks to swap ( #4659 )
2024-05-08 12:07:05 -07:00
DefTruth and GitHub
0f9a6e3d22
[Bugfix][Kernel] allow non-power-of-2 for prefix prefill with alibi ( #4573 )
2024-05-08 09:19:58 -07:00
SangBin Cho and GitHub
f6a593093a
[CI] Make mistral tests pass ( #4596 )
2024-05-08 08:44:35 -07:00
youkaichao and GitHub
cc466a3290
[Core][Distributed] support cpu&device in broadcast tensor dict ( #4660 )
...
[Core][Distributed] support both cpu and device tensor in broadcast tensor dict (#4660 )
2024-05-07 19:34:47 -07:00
8344f7742b
[Bug fix][Core] fixup ngram not setup correctly ( #4551 )
...
Co-authored-by: Lei Wen <wenlei03@qiyi.com >
Co-authored-by: Cade Daniel <edacih@gmail.com >
Co-authored-by: Cody Yu <hao.yu.cody@gmail.com >
2024-05-07 11:40:18 -07:00
youkaichao and GitHub
469f85c782
[Core][Optimization] change copy-on-write from dict[int, list] to list ( #4648 )
2024-05-07 11:06:32 -07:00
youkaichao and GitHub
63575bc2e1
[Core][Optimization] change python dict to pytorch tensor ( #4607 )
2024-05-06 21:30:27 -07:00
DearPlanet and GitHub
4302987069
[Bugfix] Fix inappropriate content of model_name tag in Prometheus metrics ( #3937 )
2024-05-04 15:39:34 -07:00
Michael Goin and GitHub
2a052011ca
[Kernel] Support MoE Fp8 Checkpoints for Mixtral (Static Weights with Dynamic/Static Activations) ( #4527 )
...
Follow on to #4332 to enable FP8 checkpoint loading for Mixtral and supersedes #4436 .
This PR enables the following checkpoint loading features for Mixtral:
Supports loading fp8 checkpoints for Mixtral, such as this "nm-testing/Mixtral-8x7B-Instruct-v0.1-FP8" test model
Supports static or dynamic activation quantization with static weight quantization (all per tensor)
Supports different scales for each expert weight
Supports Fp8 in QKV layer
Notes:
The Expert Gate/Router always runs at half / full precision for now.
If there are different weight scales between QKV layer (for separate QKV weights), they are re-quantized using layer.weight_scale.max() so we can have a single gemm for performance.
2024-05-04 11:45:16 -07:00
Cody Yu and GitHub
bc8ad68455
[Misc][Refactor] Introduce ExecuteModelData ( #4540 )
2024-05-03 17:47:07 -07:00
Cade Daniel and GitHub
ab50275111
[Speculative decoding] Support target-model logprobs ( #4378 )
2024-05-03 15:52:01 -07:00
43c413ec57
[Kernel] Use flashinfer for decoding ( #4353 )
...
Co-authored-by: LiuXiaoxuanPKU <llilyliupku@gmail.com >
2024-05-03 15:51:27 -07:00
Sebastian Schoennenbeck and GitHub
f8e7adda21
Fix/async chat serving ( #2727 )
2024-05-03 11:04:14 -07:00
SangBin Cho and GitHub
3521ba4f25
[Core][Model runner refactoring 1/N] Refactor attn metadata term ( #4518 )
2024-05-03 10:20:12 -07:00
youkaichao and GitHub
344a5d0c33
[Core][Distributed] enable allreduce for multiple tp groups ( #4566 )
2024-05-02 17:32:33 -07:00
SangBin Cho and GitHub
0f8a91401c
[Core] Ignore infeasible swap requests. ( #4557 )
2024-05-02 14:31:20 -07:00
32881f3f31
[kernel] fix sliding window in prefix prefill Triton kernel ( #4405 )
...
Co-authored-by: SangBin Cho <rkooo567@gmail.com >
2024-05-02 11:23:37 -07:00
alexm-nm and GitHub
7038e8b803
[Kernel] Support running GPTQ 8-bit models in Marlin ( #4533 )
2024-05-02 12:56:22 -04:00
2a85f93007
[Core][Distributed] enable multiple tp group ( #4512 )
...
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com >
2024-05-02 04:28:21 +00:00
Ronen Schaffer and GitHub
5e401bce17
[CI]Add regression tests to ensure the async engine generates metrics ( #4524 )
2024-05-01 19:57:12 -07:00
SangBin Cho and GitHub
0d62fe58db
[Bug fix][Core] assert num_new_tokens == 1 fails when SamplingParams.n is not 1 and max_tokens is large & Add tests for preemption ( #4451 )
2024-05-01 19:24:13 -07:00
Danny Guinther and GitHub
b8afa8b95a
[MISC] Rework logger to enable pythonic custom logging configuration to be provided ( #4273 )
2024-05-01 17:34:40 -07:00
sasha0552 and GitHub
c47ba4aaa9
[Bugfix] Add validation for seed ( #4529 )
2024-05-01 19:31:22 +00:00
Nick Hill and GitHub
a657bfc48a
[Core] Add multiproc_worker_utils for multiprocessing-based workers ( #4357 )
2024-05-01 18:41:59 +00:00
24750f4cad
[Core] Enable prefix caching with block manager v2 enabled ( #4142 )
...
Co-authored-by: Lei Wen <wenlei03@qiyi.com >
Co-authored-by: Sage Moore <sagemoore@utexas.edu >
2024-05-01 11:20:32 -07:00
b38e42fbca
[Speculative decoding] Add ngram prompt lookup decoding ( #4237 )
...
Co-authored-by: Lei Wen <wenlei03@qiyi.com >
2024-05-01 11:13:03 -07:00
SangBin Cho and GitHub
6f1df80436
[Test] Add ignore_eos test ( #4519 )
2024-05-01 08:45:42 -04:00
