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61 Commits

Author SHA1 Message Date
Chunyang Wen efc347f1b2 docs: fix tokenizer optimization typo (#44066) 
Signed-off-by: chunyang.wen <chunyang.wen@gmail.com>
 2026-06-05 02:12:49 -07:00
Chunyang Wen f191d5630e docs: clarify ITL acronym in optimization docs (#43922) 
Signed-off-by: chunyang.wen <chunyang.wen@gmail.com>
 2026-05-29 07:40:05 -07:00
Nick Hill 0f66623b0d [Frontend] Rework fastokens integration (#43168) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-05-21 15:36:58 -07:00
wang.yuqi 257af77bc2 [Docs] Reorganize online serving docs. (#41907) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-05-19 14:43:18 +08:00
AlonKejzman 2a16ece2d3 tokenizer: Add fastokens support (#41741) 
Signed-off-by: AlonKejzman <alonkeizman@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-05-07 22:49:42 +08:00
wang.yuqi a8208e6a81 [Examples] Resettle features examples. (#40995) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-04-28 00:33:41 -07:00
pschlan-amd 0098db9ec1 [ROCm] Implement GPU-to-NUMA-node detection (#40015) 
Signed-off-by: Patrick Schlangen <pschlan@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2026-04-23 10:08:48 -05:00
Shengqi Chen 75e01a39a1 [Feature] NUMA binding support for GPU workers (#38635) 
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Jason Li <jasonlizhengjian@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-04-08 09:55:24 -07:00
Kunshang Ji 53ec16a705 [Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145) 
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-12 07:57:47 -07:00
Harry Mellor a0f44bb616 Allow markdownlint to run locally (#36398) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-08 20:05:24 -07:00
Copilot ce8546a12b [docs][torch.compile] Add fusions.md — kernel/operator fusion reference page (#35538) 
Signed-off-by: ProExpertProg <luka.govedic@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: ProExpertProg <11367180+ProExpertProg@users.noreply.github.com>
Co-authored-by: ProExpertProg <luka.govedic@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-03-06 23:55:06 +00:00
Michael Goin c39ee9ee2b [Docs] Add sections on process architecture and minimum CPU resources (#33940) 
It seems users can be confused about vLLM's performance when running
with very small amounts of CPU cores available. We are missing a clear
overview of what vLLM's process architecture is, so I added this along with
some diagrams in arch_overview.md, and included a section on CPU resource
recommendations in optimization.md

Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-02-06 15:26:43 +00:00
Matthew Bonanni 77c4f45c6c [7/N][Attention][Docs] Add documentation for attention backends (#32477) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-28 17:20:22 -05:00
Vincent Gimenes 0b53bec60b [DOC]: Add warning about max_num_batched_tokens and max_model_len when chunked prefill is disabled (#33109) 
Signed-off-by: Vincent Gimenes <147169146+VincentG1234@users.noreply.github.com>
 2026-01-27 03:05:02 +00:00
Harry Mellor 0b544e6476 [Docs] Fix some snippets (#31378) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-26 12:47:41 +00:00
Didier Durand 1a55cfafcb [Doc]: fixing typos in various files (#30540) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Signed-off-by: Didier Durand <2927957+didier-durand@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-12-14 02:14:37 -08:00
Cyrus Leung 389aa1b2eb [Doc] Update more docs with respect to V1 (#29188) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-23 10:58:48 +08:00
Rob Mulla dd39f91edb [Doc] cleanup TPU documentation and remove outdated examples (#29048) 
Signed-off-by: Rob Mulla <rob.mulla@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-21 00:05:59 +00:00
Harry Mellor 97cfa99d59 [Docs] Take env var definition out of folded admonition (#29005) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-19 03:32:04 -08:00
Cyrus Leung 89d3679221 [Doc] Fix failing doc build (#28772) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-15 05:33:27 -08:00
Rob Mulla 70bfbd7b16 Docs update tpu install instructions (#27824) 
Signed-off-by: Rob Mulla <rob.mulla@gmail.com>
Signed-off-by: Rob Mulla <RobMulla@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-31 10:29:55 -07:00
Harry Mellor 483ea64611 [Docs] Replace all explicit anchors with real links (#27087) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-17 02:22:06 -07:00
Harry Mellor 4ffd6e8942 [Docs] Reduce custom syntax used in docs (#27009) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-16 20:05:34 -07:00
Morrison Turnansky 96b9aa5aa0 [Frontend][torch.compile] CompilationConfig Overhaul (#20283): name change compilation level to compilation mode, deprecation compilation level (#26355) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-15 02:51:16 +00:00
Cyrus Leung ef9676a1f1 [Doc] ruff format some Python examples (#26767) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-14 03:21:53 -07:00
Wenlong Wang 43ab8cfaa5 [MM][Doc] Add documentation for configurable mm profiling (#26200) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
 2025-10-08 23:21:20 -07:00
Cyrus Leung 633f943e30 [Doc] Update Batch-level DP docs (#25757) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-26 02:37:40 -07:00
YiwenC 52bc9d5b3e [Model] enable data parallel for InternVL vision encoder (#23909) 
Signed-off-by: Yiwen Chen <yiwen66@berkeley.edu>
Signed-off-by: YiwenC <54658925+666even666@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-09-17 21:11:46 -07:00
dongluw a5b84f1cbf [Core] Shared memory based object store for Multimodal data caching and IPC (#20452) 
Signed-off-by: donglu <donglu@cohere.com>
 2025-09-12 07:54:17 -07:00
co63oc 1bd007f234 fix some typos (#24071) 
Signed-off-by: co63oc <co63oc@users.noreply.github.com>
 2025-09-02 20:44:50 -07:00
WeiQing Chen 2f0bab3f26 [Model] Support dp on ViT on GLM-4.5V (#23168) 
Signed-off-by: David Chen <530634352@qq.com>
 2025-09-02 10:48:18 +00:00
WeiQing Chen a0e0efd6bd [Model] Support DP for ViT on Kimi-VL-A3B-Thinking-2506 (#23817) 
Signed-off-by: Junhong <liujunhong11@huawei.com>
Signed-off-by: LJH-LBJ <98734602+LJH-LBJ@users.noreply.github.com>
Co-authored-by: Junhong <liujunhong11@huawei.com>
Co-authored-by: LJH-LBJ <98734602+LJH-LBJ@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2025-09-01 16:56:56 +00:00
Jiangyun Zhu 3a6acad431 [Model] Enable encoder DP for MiniCPM-V (#23948) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-08-30 06:31:26 -07:00
Cyrus Leung fe8d7b6f03 [Model] Interface to enable batch-level DP support (#23733) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-08-27 06:41:22 -07:00
Michael Yao 1f7a9c95e4 [Docs] Fix a 1-2-3 list and style issues in tpu.md (#23729) 
Signed-off-by: windsonsea <haifeng.yao@daocloud.io>
 2025-08-27 05:37:52 -07:00
Michael Yao 5bd9f84158 [Docs] Fix an admonition important (#23726) 
Signed-off-by: windsonsea <haifeng.yao@daocloud.io>
 2025-08-27 02:50:09 -07:00
Cyrus Leung 69244e67e6 [Core] Use key-only cache for BaseMultiModalProcessor (#23018) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-27 14:19:13 +08:00
Didier Durand 7c04779afa [Doc]: fix various spelling issues in multiple files (#23636) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-08-26 14:05:29 +00:00
Cyrus Leung e269be2ba2 [Doc] Add caution for API server scale-out (#23550) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-25 06:14:15 -07:00
WeiQing Chen 23c939fd30 [Model] Support DP for ViT on MiniCPM-V-4 (#23327) 
Signed-off-by: ycyaw66 <497410282@qq.com>
Co-authored-by: ycyaw66 <497410282@qq.com>
 2025-08-23 02:14:41 +00:00
Cyrus Leung 5cc54f7c5b [Doc] Fix batch-level DP example (#23325) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-08-21 06:16:38 -07:00
Cyrus Leung 5efd6905bc [CLI][Doc] Formalize --mm-encoder-tp-mode (#23190) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-20 23:42:28 +08:00
Tialo 2c3f557f08 [Doc] use power of 2 (#23172) 2025-08-19 03:16:23 -07:00
Harry Mellor bc1d02ac85 [Docs] Add comprehensive CLI reference for all large vllm subcommands (#22601) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-11 00:13:33 -07:00
Harry Mellor 00976db0c3 [Docs] Fix warnings in docs build (#22588) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-10 05:49:51 -07:00
Harry Mellor 56186474f6 [Docs] Reduce noise in docs and --help from the JSON tip (#22567) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-09 08:31:32 -07:00
Cyrus Leung 139d155781 [Frontend] Use engine argument to control MM cache size (#22441) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-07 09:47:10 -07:00
Cyrus Leung 766bc8162c [Core] Store only the keys for multi-modal data in P0 (#22198) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-07 01:45:04 -07:00
Chen Zhang 76080cff79 [DOC] Fix path of v1 related figures (#21868) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-07-29 19:45:18 -07:00
Harry Mellor ba5c5e5404 [Docs] Switch to better markdown linting pre-commit hook (#21851) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-07-29 19:45:08 -07:00