Ronen Schaffer
2aa00d59ad
[CI/Build] Pin OpenTelemetry versions and make errors clearer ( #7266 )
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[CI/Build] Pin OpenTelemetry versions and make a availability errors clearer (#7266 )
2024-08-20 10:02:21 -07:00
William Lin
47b65a5508
[core] Multi Step Scheduling ( #7000 )
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Co-authored-by: afeldman-nm <156691304+afeldman-nm@users.noreply.github.com>
2024-08-19 13:52:13 -07:00
Peng Guanwen
f710fb5265
[Core] Use flashinfer sampling kernel when available ( #7137 )
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Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-08-19 03:24:03 +00:00
SangBin Cho
4706eb628e
[aDAG] Unflake aDAG + PP tests ( #7600 )
2024-08-16 20:49:30 -07:00
Alexei-V-Ivanov-AMD
6bd19551b0
.[Build/CI] Enabling passing AMD tests. ( #7610 )
2024-08-16 20:25:32 -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
youkaichao
54bd9a03c4
register custom op for flash attn and use from torch.ops ( #7536 )
2024-08-15 22:38:56 -07:00
nunjunj
3b19e39dc5
Chat method for offline llm ( #5049 )
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Co-authored-by: nunjunj <ray@g-3ff9f30f2ed650001.c.vllm-405802.internal>
Co-authored-by: nunjunj <ray@g-1df6075697c3f0001.c.vllm-405802.internal>
Co-authored-by: nunjunj <ray@g-c5a2c23abc49e0001.c.vllm-405802.internal>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
2024-08-15 19:41:34 -07:00
youkaichao
4cd7d47fed
[ci/test] rearrange tests and make adag test soft fail ( #7572 )
2024-08-15 19:39:04 -07:00
youkaichao
d3d9cb6e4b
[ci] fix model tests ( #7507 )
2024-08-14 01:01:43 -07:00
Cyrus Leung
dd164d72f3
[Bugfix][Docs] Update list of mock imports ( #7493 )
2024-08-13 20:37:30 -07:00
youkaichao
ea49e6a3c8
[misc][ci] fix cpu test with plugins ( #7489 )
2024-08-13 19:27:46 -07:00
youkaichao
16422ea76f
[misc][plugin] add plugin system implementation ( #7426 )
2024-08-13 16:24:17 -07:00
Dipika Sikka
fb377d7e74
[Misc] Update gptq_marlin to use new vLLMParameters ( #7281 )
2024-08-13 14:30:11 -04:00
Kevin H. Luu
65950e8f58
[ci] Entrypoints run upon changes in vllm/ ( #7423 )
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Signed-off-by: kevin <kevin@anyscale.com>
2024-08-12 10:18:03 -07:00
Lily Liu
ec2affa8ae
[Kernel] Flashinfer correctness fix for v0.1.3 ( #7319 )
2024-08-12 07:59:17 +00:00
afeldman-nm
fd95e026e0
[Core] Subclass ModelRunner to support cross-attention & encoder sequences (towards eventual encoder/decoder model support) ( #4942 )
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Co-authored-by: Andrew Feldman <afeld2012@gmail.com>
Co-authored-by: Nick Hill <nickhill@us.ibm.com>
2024-08-06 16:51:47 -04:00
Simon Mo
e3c664bfcb
[Build] Add initial conditional testing spec ( #6841 )
2024-08-05 17:39:22 -07:00
youkaichao
04e5583425
[ci][distributed] merge distributed test commands ( #7097 )
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Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2024-08-02 21:33:53 -07:00
Sage Moore
7e0861bd0b
[CI/Build] Update PyTorch to 2.4.0 ( #6951 )
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Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-08-01 11:11:24 -07:00
Cyrus Leung
f230cc2ca6
[Bugfix] Fix broadcasting logic for multi_modal_kwargs ( #6836 )
2024-07-31 10:38:45 +08:00
Simon Mo
40c27a7cbb
[Build] Temporarily Disable Kernels and LoRA tests ( #6961 )
2024-07-30 14:59:48 -07:00
Roger Wang
ecb33a28cb
[CI/Build][Doc] Update CI and Doc for VLM example changes ( #6860 )
2024-07-27 09:54:14 +00:00
Sanger Steel
969d032265
[Bugfix]: Fix Tensorizer test failures ( #6835 )
2024-07-26 20:02:25 -07:00
Kevin H. Luu
2eb9f4ff26
[ci] Mark tensorizer as soft fail and separate from grouped test ( #6810 )
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[ci] Mark tensorizer test as soft fail and separate it from grouped test in fast check (#6810 )
Signed-off-by: kevin <kevin@anyscale.com>
2024-07-25 18:08:33 -07:00
Matt Wong
06d6c5fe9f
[Bugfix][CI/Build][Hardware][AMD] Fix AMD tests, add HF cache, update CK FA, add partially supported model notes ( #6543 )
2024-07-20 09:39:07 -07:00
Nick Hill
b5672a112c
[Core] Multiprocessing Pipeline Parallel support ( #6130 )
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Co-authored-by: Murali Andoorveedu <muralidhar.andoorveedu@centml.ai>
2024-07-18 19:15:52 -07:00
Tyler Michael Smith
1689219ebf
[CI/Build] Build on Ubuntu 20.04 instead of 22.04 ( #6517 )
2024-07-18 17:29:25 -07:00
youkaichao
f53b8f0d05
[ci][test] add correctness test for cpu offloading ( #6549 )
2024-07-18 23:41:06 +00:00
Rui Qiao
61e592747c
[Core] Introduce SPMD worker execution using Ray accelerated DAG ( #6032 )
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Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
Co-authored-by: Stephanie Wang <swang@cs.berkeley.edu>
2024-07-17 22:27:09 -07:00
youkaichao
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
youkaichao
09c2eb85dd
[ci][distributed] add pipeline parallel correctness test ( #6410 )
2024-07-16 15:44:22 -07:00
Cyrus Leung
d97011512e
[CI/Build] vLLM cache directory for images ( #6444 )
2024-07-15 23:12:25 -07:00
youkaichao
69672f116c
[core][distributed] simplify code to support pipeline parallel ( #6406 )
2024-07-14 21:20:51 -07:00
youkaichao
ccd3c04571
[ci][build] fix commit id ( #6420 )
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Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2024-07-14 22:16:21 +08:00
youkaichao
41708e5034
[ci] try to add multi-node tests ( #6280 )
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Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
Co-authored-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
2024-07-12 21:51:48 -07:00
Kevin H. Luu
b75bce1008
[ci] Add grouped tests & mark tests to run by default for fastcheck pipeline ( #6365 )
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Signed-off-by: kevin <kevin@anyscale.com>
2024-07-12 09:58:38 -07:00
Lily Liu
d6ab528997
[Misc] Remove flashinfer warning, add flashinfer tests to CI ( #6351 )
2024-07-12 01:32:06 +00:00
Robert Shaw
7ed6a4f0e1
[ BugFix ] Prompt Logprobs Detokenization ( #6223 )
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Co-authored-by: Zifei Tong <zifeitong@gmail.com>
2024-07-11 22:02:29 +00:00
Lily Liu
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
youkaichao
3de6e6a30e
[core][distributed] support n layers % pp size != 0 ( #6115 )
2024-07-03 16:40:31 -07:00
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
Robert Shaw
d76084c12f
[ CI ] Re-enable Large Model LM Eval ( #6031 )
2024-07-01 12:40:45 -04:00
Robert Shaw
deacb7ec44
[ CI ] Temporarily Disable Large LM-Eval Tests ( #6005 )
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Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic>
2024-06-30 11:56:56 -07:00
SangBin Cho
f5e73c9f1b
[Lora] Use safetensor keys instead of adapter_config.json to find unexpected modules. ( #5909 )
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Co-authored-by: sang <sangcho@anyscale.com>
2024-06-30 17:11:15 +00:00
youkaichao
2be6955a3f
[ci][distributed] fix device count call
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[ci][distributed] fix some cuda init that makes it necessary to use spawn (#5991 )
2024-06-30 08:06:13 +00:00
Cyrus Leung
9d47f64eb6
[CI/Build] [3/3] Reorganize entrypoints tests ( #5966 )
2024-06-30 12:58:49 +08:00
Roger Wang
bcc6a09b63
[CI/Build] Temporarily Remove Phi3-Vision from TP Test ( #5989 )
2024-06-30 09:18:31 +08:00
Robert Shaw
75aa1442db
[ CI/Build ] LM Eval Harness Based CI Testing ( #5838 )
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Co-authored-by: Robert Shaw <rshaw@neuralmagic>
2024-06-29 13:04:30 -04:00
Cyrus Leung
99397da534
[CI/Build] Add TP test for vision models ( #5892 )
2024-06-29 15:45:54 +00:00
Lily Liu
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
xwjiang2010
d12af207d2
[VLM][Bugfix] Make sure that multi_modal_kwargs is broadcasted properly ( #5880 )
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Signed-off-by: Xiaowei Jiang <xwjiang2010@gmail.com>
2024-06-27 15:15:24 +08:00
Woo-Yeon Lee
2ce5d6688b
[Speculative Decoding] Support draft model on different tensor-parallel size than target model ( #5414 )
2024-06-25 09:56:06 +00:00
Kevin H. Luu
e9de9dd551
[ci] Remove aws template ( #5757 )
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Signed-off-by: kevin <kevin@anyscale.com>
2024-06-24 21:09:02 -07:00
youkaichao
7187507301
[ci][test] fix ca test in main ( #5746 )
2024-06-21 14:04:26 -07:00
youkaichao
d9a252bc8e
[Core][Distributed] add shm broadcast ( #5399 )
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Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>
2024-06-21 05:12:35 +00:00
youkaichao
6c5b7af152
[distributed][misc] use fork by default for mp ( #5669 )
2024-06-20 17:06:34 -07:00
Kevin H. Luu
949e49a685
[ci] Limit num gpus if specified for A100 ( #5694 )
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Signed-off-by: kevin <kevin@anyscale.com>
2024-06-19 16:30:03 -07:00
youkaichao
d571ca0108
[ci][distributed] add tests for custom allreduce ( #5689 )
2024-06-19 20:16:04 +00:00
Kevin H. Luu
3ee5c4bca5
[ci] Add A100 queue into AWS CI template ( #5648 )
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Signed-off-by: kevin <kevin@anyscale.com>
2024-06-19 08:42:13 -06:00
Ronen Schaffer
7879f24dcc
[Misc] Add OpenTelemetry support ( #4687 )
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This PR adds basic support for OpenTelemetry distributed tracing.
It includes changes to enable tracing functionality and improve monitoring capabilities.
I've also added a markdown with print-screens to guide users how to use this feature. You can find it here
2024-06-19 01:17:03 +09:00
Kevin H. Luu
13db4369d9
[ci] Deprecate original CI template ( #5624 )
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Signed-off-by: kevin <kevin@anyscale.com>
2024-06-18 14:26:20 +00:00
Roger Wang
4ad7b53e59
[CI/Build][Misc] Update Pytest Marker for VLMs ( #5623 )
2024-06-18 13:10:04 +00:00
Antoni Baum
f31c1f90e3
Add basic correctness 2 GPU tests to 4 GPU pipeline ( #5518 )
2024-06-16 07:48:02 +00:00
Antoni Baum
50eed24d25
Add cuda_device_count_stateless ( #5473 )
2024-06-13 16:06:49 -07:00
youkaichao
c4bd03c7c5
[Core][Distributed] add same-node detection ( #5369 )
2024-06-11 10:53:59 -07:00
Antoni Baum
ccdc490dda
[Core] Change LoRA embedding sharding to support loading methods ( #5038 )
2024-06-06 19:07:57 -07:00
Cyrus Leung
89c920785f
[CI/Build] Update vision tests ( #5307 )
2024-06-06 05:17:18 -05:00
Simon Mo
3a6ae1d33c
[CI] Disable flash_attn backend for spec decode ( #5286 )
2024-06-05 15:49:27 -07:00
Cyrus Leung
ec784b2526
[CI/Build] Add inputs tests ( #5215 )
2024-06-03 21:01:46 -07:00
youkaichao
5bd3c65072
[Core][Optimization] remove vllm-nccl ( #5091 )
2024-05-29 05:13:52 +00:00
Cyrus Leung
5ae5ed1e60
[Core] Consolidate prompt arguments to LLM engines ( #4328 )
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Co-authored-by: Roger Wang <ywang@roblox.com>
2024-05-28 13:29:31 -07:00
Alexei-V-Ivanov-AMD
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
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
Alexei-V-Ivanov-AMD
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
Cody Yu
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
Nick Hill
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
Sanger Steel
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
Cyrus Leung
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
SangBin Cho
f6a593093a
[CI] Make mistral tests pass ( #4596 )
2024-05-08 08:44:35 -07:00
Alexei-V-Ivanov-AMD
478aed5827
[Build/CI] Fixing 'docker run' to re-enable AMD CI tests. ( #4642 )
2024-05-07 09:23:17 -07:00
Alexei-V-Ivanov-AMD
9b5c9f9484
[CI/Build] AMD CI pipeline with extended set of tests. ( #4267 )
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Co-authored-by: simon-mo <simon.mo@hey.com>
2024-05-02 12:29:07 -07:00
youkaichao
2a85f93007
[Core][Distributed] enable multiple tp group ( #4512 )
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Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
2024-05-02 04:28:21 +00:00
SangBin Cho
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
Robert Shaw
79a268c4ab
[BUG] fixed fp8 conflict with aqlm ( #4307 )
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Fixes fp8 iterface which broke in AQLM merge.
2024-04-23 18:26:33 -07:00
Hongxia Yang
95e5b087cf
[AMD][Hardware][Misc][Bugfix] xformer cleanup and light navi logic and CI fixes and refactoring ( #4129 )
2024-04-21 21:57:24 -07:00
youkaichao
8a7a3e4436
[Core] add an option to log every function call to for debugging hang/crash in distributed inference ( #4079 )
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Co-authored-by: Simon Mo <simon.mo@hey.com>
2024-04-18 16:15:12 -07:00
youkaichao
6dc1fc9cfe
[Core] nccl integrity check and test ( #4155 )
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[Core] Add integrity check during initialization; add test for it (#4155 )
2024-04-17 22:28:52 -07:00
Antoni Baum
69e1d2fb69
[Core] Refactor model loading code ( #4097 )
2024-04-16 11:34:39 -07:00
Sanger Steel
711a000255
[Frontend] [Core] feat: Add model loading using tensorizer ( #3476 )
2024-04-13 17:13:01 -07:00
SangBin Cho
36729bac13
[Test] Test multiple attn backend for chunked prefill. ( #4023 )
2024-04-12 09:56:57 -07:00
SangBin Cho
67b4221a61
[Core][5/N] Fully working chunked prefill e2e ( #3884 )
2024-04-10 17:56:48 -07:00
youkaichao
95baec828f
[Core] enable out-of-tree model register ( #3871 )
2024-04-06 17:11:41 -07:00
youkaichao
d03d64fd2e
[CI/Build] refactor dockerfile & fix pip cache
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[CI/Build] fix pip cache with vllm_nccl & refactor dockerfile to build wheels (#3859 )
2024-04-04 21:53:16 -07:00
SangBin Cho
26422e477b
[Test] Make model tests run again and remove --forked from pytest ( #3631 )
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Co-authored-by: Simon Mo <simon.mo@hey.com>
2024-03-28 21:06:40 -07:00
Simon Mo
a4075cba4d
[CI] Add test case to run examples scripts ( #3638 )
2024-03-28 14:36:10 -07:00
youkaichao
8f44facddd
[Core] remove cupy dependency ( #3625 )
2024-03-27 00:33:26 -07:00
xwjiang2010
64172a976c
[Feature] Add vision language model support. ( #3042 )
2024-03-25 14:16:30 -07:00
Roy
f1c0fc3919
Migrate logits computation and gather to model_runner ( #3233 )
2024-03-20 23:25:01 +00:00
SangBin Cho
6e435de766
[1/n][Chunked Prefill] Refactor input query shapes ( #3236 )
2024-03-20 14:46:05 -07:00
