71683ca6f6
[V0 Deprecation] Remove multi-step scheduling ( #22138 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu >
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai >
2025-08-12 20:18:39 -07:00
d97841078b
[Misc] unify variable for LLM instance ( #20996 )
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Signed-off-by: Andy Xie <andy.xning@gmail.com >
2025-07-21 12:18:33 +01:00
dd572c0ab3
[V0 Deprecation] Remove V0 Spec Decode workers ( #21152 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu >
2025-07-18 21:47:50 -07:00
92183b41f3
[Bugfix][Core] Prefix caching causes incorrect outputs due to outdated ComputedBlocksTracker ( #18957 )
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Signed-off-by: 刘全 <quan.liu2@dbappsecurity.com.cn >
Co-authored-by: 刘全 <quan.liu2@dbappsecurity.com.cn >
2025-06-15 21:56:37 -07:00
2f1c19b245
[CI] change spell checker from codespell to typos ( #18711 )
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Signed-off-by: Andy Xie <andy.xning@gmail.com >
2025-06-11 19:57:10 -07:00
02f0c7b220
[Misc] Add SPDX-FileCopyrightText ( #19100 )
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Signed-off-by: simon-mo <simon.mo@hey.com >
2025-06-03 11:20:17 -07:00
cc2a77d7f1
[Core] [Bugfix] Add Input Embeddings ( #15428 )
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Signed-off-by: Andrew Sansom <andrew@protopia.ai >
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
Co-authored-by: 临景 <linjing.yx@alibaba-inc.com >
Co-authored-by: Bryce1010 <bryceyx@gmail.com >
Co-authored-by: Nan2018 <nan@protopia.ai >
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com >
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk >
2025-05-02 01:06:39 -07:00
bc7c4d206b
[Kernel][ROCM] Upstream prefix prefill speed up for vLLM V1 ( #13305 )
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Signed-off-by: Sage Moore <sage@neuralmagic.com >
Signed-off-by: root <root@banff-cyxtera-s73-5.ctr.dcgpu >
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com >
Signed-off-by: root <root@banff-cyxtera-s65-4.amd.com >
Signed-off-by: maleksan85 <maleksan@amd.com >
Signed-off-by: <>
Co-authored-by: Sage Moore <sage@neuralmagic.com >
Co-authored-by: root <root@banff-cyxtera-s73-5.ctr.dcgpu >
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com >
Co-authored-by: qli88 <qiang.li2@amd.com >
Co-authored-by: root <root@banff-cyxtera-s65-4.amd.com >
2025-04-22 19:11:56 -07:00
3a5f0afcd2
[V1] Implement sliding window attention in kv_cache_manager ( #14097 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com >
2025-04-01 00:33:17 -07:00
d4d93db2c5
[V1] V1 Enablement Oracle ( #13726 )
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Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com >
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com >
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com >
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com >
Co-authored-by: Michael Goin <michael@neuralmagic.com >
2025-03-14 22:02:20 -07:00
a4f1ee35d6
Deprecate best_of Sampling Parameter in anticipation for vLLM V1 ( #13997 )
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Signed-off-by: vincent-4 <vincentzhongy+githubvincent4@gmail.com >
Signed-off-by: Brayden Zhong <b8zhong@uwaterloo.ca >
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Brayden Zhong <b8zhong@uwaterloo.ca >
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2025-03-05 20:22:43 +00:00
cf069aa8aa
Update deprecated Python 3.8 typing ( #13971 )
2025-03-02 17:34:51 -08:00
38acae6e97
[ROCm] Fix the Kernels, Core, and Prefix Caching AMD CI groups ( #13970 )
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Signed-off-by: Sage Moore <sage@neuralmagic.com >
2025-02-27 20:31:47 +00:00
5157338ed9
[Misc] Improve LoRA spelling ( #13831 )
2025-02-25 23:43:01 -08:00
3bcb8c75da
[Core] Reduce TTFT with concurrent partial prefills ( #10235 )
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Signed-off-by: Joe Runde <Joseph.Runde@ibm.com >
Signed-off-by: Prashant Gupta <prashantgupta@us.ibm.com >
Co-authored-by: Prashant Gupta <prashantgupta@us.ibm.com >
Co-authored-by: Cody Yu <hao.yu.cody@gmail.com >
2025-02-14 15:36:07 -08:00
73b35cca7f
[Core] Improve hash collision avoidance in prefix caching ( #12621 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com >
2025-02-03 16:28:20 -08:00
e489ad7a21
[Misc] Add SPDX-License-Identifier headers to python source files ( #12628 )
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- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**
commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com >
Date: Fri Jan 31 14:18:24 2025 -0500
Add SPDX license headers to python source files
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
also be easily used by tools to help manage license compliance.
The Linux Foundation runs license scans against the codebase to help
ensure
we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
More information can be found on the SPDX site:
- https://spdx.dev/learn/handling-license-info/
Signed-off-by: Russell Bryant <rbryant@redhat.com >
commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com >
Date: Fri Jan 31 14:36:32 2025 -0500
Check for SPDX headers using pre-commit
Signed-off-by: Russell Bryant <rbryant@redhat.com >
---------
Signed-off-by: Russell Bryant <rbryant@redhat.com >
2025-02-02 11:58:18 -08:00
7206ce4ce1
[Core] Support reset_prefix_cache ( #12284 )
2025-01-22 18:52:27 +00:00
c31d4a57a6
[Core] support LoRA and prompt adapter in content-based hashing for Block Manager v2 prefix caching ( #8240 )
2024-12-13 07:51:25 -08:00
8f10d5e393
[Misc] Split up pooling tasks ( #10820 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2024-12-11 01:28:00 -08:00
db66e018ea
[Bugfix] Fix for Spec model TP + Chunked Prefill ( #10232 )
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Signed-off-by: andoorve <37849411+andoorve@users.noreply.github.com >
Signed-off-by: Sourashis Roy <sroy@roblox.com >
Co-authored-by: Sourashis Roy <sroy@roblox.com >
2024-11-26 09:11:16 -08:00
4634a89d18
Prefix Cache Aware Scheduling [1/n] ( #10128 )
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Signed-off-by: rickyx <rickyx@anyscale.com >
2024-11-22 21:15:55 -08:00
6c1208d083
[Core] Add Sliding Window Support with Flashinfer ( #10462 )
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Signed-off-by: Pavani Majety <pmajety@nvidia.com >
2024-11-20 19:56:47 -08:00
21063c11c7
[CI/Build] drop support for Python 3.8 EOL ( #8464 )
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Signed-off-by: Aaron Pham <contact@aarnphm.xyz >
2024-11-06 07:11:55 +00:00
bbc3619dc8
[Core] Make encoder-decoder inputs a nested structure to be more composable ( #9604 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2024-11-05 10:07:31 +08:00
4fdc581f9e
[core] simplify seq group code ( #9569 )
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Co-authored-by: Zhuohan Li <zhuohan123@gmail.com >
2024-10-24 00:16:44 -07:00
d11bf435a0
[MISC] Consolidate cleanup() and refactor offline_inference_with_prefix.py ( #9510 )
2024-10-18 14:30:55 -07:00
051eaf6db3
[Model] Add user-configurable task for models that support both generation and embedding ( #9424 )
2024-10-18 11:31:58 -07:00
81ede99ca4
[Core] Deprecating block manager v1 and make block manager v2 default ( #8704 )
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Removing the block manager v1. This is the initial piece of prefix-caching-centric design. In order to achieve prefix-caching-centric design, we need to simplify the code path so that we only use v2 block manager (which has much higher performance on prefix caching).
2024-10-17 11:38:15 -05:00
f3a507f1d3
[Core] Add an environment variable which needs to be set explicitly to allow BlockSpaceManagerV1 ( #9149 )
2024-10-10 14:17:17 +08:00
18b296fdb2
[core] remove beam search from the core ( #9105 )
2024-10-07 05:47:04 +00:00
cb3b2b9ba4
[Bugfix] Fix incorrect updates to num_computed_tokens in multi-step scheduling ( #9038 )
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Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com >
2024-10-06 12:48:11 -07:00
5bf8789b2a
[Bugfix] Block manager v2 with preemption and lookahead slots ( #8824 )
2024-09-29 09:17:45 +08:00
fc3afc20df
Fix tests in test_chunked_prefill_scheduler which fail with BlockManager V2 ( #8752 )
2024-09-24 21:26:36 -07:00
ee777d9c30
Fix test_schedule_swapped_simple in test_scheduler.py ( #8780 )
2024-09-24 21:26:18 -07:00
88577ac928
Fix tests in test_scheduler.py that fail with BlockManager V2 ( #8728 )
2024-09-24 04:43:13 +00:00
e3580537a4
[Performance] Enable chunked prefill and prefix caching together ( #7753 )
2024-08-28 00:36:31 -07:00
2eedede875
[Core] Asynchronous Output Processor ( #7049 )
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Co-authored-by: Alexander Matveev <alexm@neuralmagic.com >
2024-08-26 20:53:20 -07:00
2deb029d11
[Performance][BlockManagerV2] Mark prefix cache block as computed after schedule ( #7822 )
2024-08-26 11:24:53 -07:00
3ac50b47d0
[MISC] Add prefix cache hit rate to metrics ( #7606 )
2024-08-19 11:52:07 -07:00
ff7ec82c4d
[Core] Optimize SPMD architecture with delta + serialization optimization ( #7109 )
2024-08-18 17:57:20 -07:00
baa240252e
[Core] Fix edge case in chunked prefill + block manager v2 ( #7380 )
2024-08-09 23:48:49 +00:00
782e53ab59
[Bugfix][fast] Fix the get_num_blocks_touched logic ( #6849 )
2024-08-08 10:43:30 -07:00
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
c8a7e93273
[core][scheduler] simplify and improve scheduler ( #6867 )
2024-07-31 23:51:09 -07:00
42c7f66a38
[Core] Support dynamically loading Lora adapter from HuggingFace ( #6234 )
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Co-authored-by: Antoni Baum <antoni.baum@protonmail.com >
2024-07-22 15:42:40 -07:00
9ed82e7074
[Misc] Small perf improvements ( #6520 )
2024-07-19 12:10:56 -07:00
3476ed0809
[Core] Optimize block_manager_v2 vs block_manager_v1 (to make V2 default) ( #5602 )
2024-07-01 20:10:37 -07:00
0e9164b40a
[mypy] Enable type checking for test directory ( #5017 )
2024-06-15 04:45:31 +00:00
1b8a0d71cf
[Core][Bugfix]: fix prefix caching for blockv2 ( #5364 )
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Signed-off-by: Lei Wen <wenlei03@qiyi.com >
Co-authored-by: Lei Wen <wenlei03@qiyi.com >
2024-06-14 17:23:56 -07:00
