Commit Graph
65 Commits
Author SHA1 Message Date
Rohan Potdar f38f8c9742 [ROCm]: Enable customop and rope+kvcache fusion for AITER RoPE (#35180)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
2026-02-25 04:36:40 +00:00
haosdent a7f341c323 [Bugfix] Fix MRotaryEmbedding missing truncate attr with YaRN scaling (#35080)
Signed-off-by: haosdent <haosdent@gmail.com>
2026-02-23 16:05:52 +00:00
Simon Danielsson 4292c90a2a [Bugfix] Support RotaryEmbedding CustomOp for gpt-oss (#33800)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
2026-02-04 20:17:41 +00:00
zxyandIsotr0py a3acfa1071 [Models] Intern-S1-Pro (#33636)
Signed-off-by: zxy <zhou0493@e.ntu.edu.sg>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-02-03 05:49:45 -08:00
Kunshang Ji e10604480b [XPU][1/N] Deprecate ipex and switch to vllm-xpu-kernels for xpu platform (#33379)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
2026-02-02 22:46:10 -08:00
will b.andEduardo Salinas 46b4a02794 Fix DeepSeek V2 RoPE initialization error (#33501)
Signed-off-by: Eduardo Salinas <edus@microsoft.com>
Signed-off-by: catswe <212922539+catswe@users.noreply.github.com>
Co-authored-by: Eduardo Salinas <edus@microsoft.com>
2026-02-01 21:00:56 +00:00
hujiaxin0andEmilie1001 ba45bedfd1 [model] Add support for openPangu7B-VL (#32449)
Signed-off-by: hujiaxin <524446785@qq.com>
Signed-off-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com>
Co-authored-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com>
2026-01-30 15:54:27 +08:00
Harry Mellor f1acbd68c5 [CI] Enable mypy import following for vllm/compilation (#33199)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-01-28 08:59:54 +00:00
Luka GovedičandMichael Goin 5e4e0e51f4 [torch.compile] Compile CustomOp.forward_native for SiluAndMul and QuantFP8 to avoid raw torch ops inside opaque custom ops (#32806)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-01-22 19:52:26 -08:00
Lucas Kabela ad8818bb5e [Misc][BE] Type coverage for vllm/compilation [3/3] (#31748)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
2026-01-12 19:24:38 +00:00
Lucas Kabela ea6d067a2a [Misc][LLaMa4] Compile LLaMa Vision Encoder (#30709)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
2026-01-09 22:01:38 -05:00
Michael Goin d5ec6c056f [UX] Add vLLM model inspection view (#29450)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-01-09 10:12:35 -07:00
Shanshan Shen 08d954f036 [Doc] Add developer guide for CustomOp (#30886)
Signed-off-by: shen-shanshan <467638484@qq.com>
2026-01-09 16:21:11 +00:00
RickyChen / 陳昭儒 c455b771fd [Bugfix][CPU] Fix RotaryEmbedding fallback causing gibberish with --enforce-eager (#31643)
Signed-off-by: rickychen-infinirc <ricky.chen@infinirc.com>
2026-01-06 01:25:38 +08:00
Shanshan Shen 23a1946e3b [CustomOp][Refactor] Extract common methods for ApplyRotaryEmb CustomOp (#31021)
Signed-off-by: shen-shanshan <467638484@qq.com>
2025-12-19 22:16:09 +08:00
jiahanc 53ad423f26 [Perf] enable flashinfer rotary_embedding custom ops in DeepSeek rotary (#30729)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
2025-12-18 14:31:18 -05:00
Li, Jiangandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 0cd5353644 [Bugfix][CPU] Fix CPU backend ROPE dispatch for VL models (#30829)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Li, Jiang <bigpyj64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-12-16 23:25:12 -08:00
3bd9c49158 [CustomOp] Extract ApplyRotaryEmb as CustomOp and unify the dispatch logic (#29873)
Signed-off-by: shen-shanshan <467638484@qq.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2025-12-15 19:08:16 -08:00
Harry Mellor cf3eacfe58 Standardise get_rope to use rope_parameters["partial_rotary_factor"], not rotary_dim (#30389)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-12-11 20:45:23 +00:00
Harry Mellor e10c84e06a Access partial_rotary_factor from rope_parameters (#29966)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-12-04 18:42:49 +00:00
d8c6210eea Add Mistral Large 3 and Ministral 3 (#29757)
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
Signed-off-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
Signed-off-by: Mickael Seznec <mickael@mistral.ai>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Mickael Seznec <mickael@mistral.ai>
2025-12-02 10:29:00 +00:00
92effb07a4 [Model] Add HunyuanOCR support (#29327)
Signed-off-by: manayang <jackmanayang@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: sergeywang <sergeywang@tencent.com>
Co-authored-by: manayang <jackmanayang@gmail.com>
Co-authored-by: manayang <manayang@tencent.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-11-25 03:28:51 +00:00
Anna ShorsandChen Zhang 6eb745d9bd Add truncate arg to yarn to match openai implementation of gpt-oss (#28244)
Signed-off-by: ashors1 <ashors@nvidia.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
2025-11-20 18:53:50 +08:00
Harry Mellor a8b70304d6 Update rope_scaling to rope_parameters in preparation for Transformers v5 (#28542)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-11-19 09:06:36 -08:00
Canlin Guo b9489f51e1 [Model][Perf] Use cos and sin cache in QwenVL (#28798)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
2025-11-18 11:51:54 +00:00
zhrrr 68c09efc37 [Kernel][Perf] fuse QK Norm and RoPE into one cuda kernel for Qwen Model (#27165)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
2025-11-11 12:00:31 -05:00
vllmellmandLuka Govedič f080a83511 [RFC][ROCm][AITER] Keep all AITER kernels in _aiter_ops class like _custom_ops and _ipex_ops (#24490)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-11-10 08:20:53 -08:00
Julien Denize 7a8375f8a0 Add llama 4 scaling support (#28145)
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
2025-11-06 18:55:17 +00:00
vllmellm b13a447546 [Bugfix][ROCm] Fix ViT rotary embeddings for torch.compile compatibility on ROCm (#27748)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-11-03 17:12:19 -08:00
Li, Jiang eebf00cb0c [Bugfix][CPU] Fix MRoPE dispatch on the CPU backend (#27800)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-10-30 15:12:05 +00:00
Yan Ma b798e39f93 [XPU][bugfix] fix rope for llama4 and deepseek (#25145)
Signed-off-by: Yan Ma <yan.ma@intel.com>
2025-10-30 09:43:13 +08:00
Matthew Bonanni 44b5ce956d [Bugfix] In LongRoPE, decide short vs long based on max_model_len (#27431)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-10-28 12:00:56 +00:00
Gregory Shtrasberg 0825197bee [Bugfix][ROCm][DeepSeek] Fix for forward_hip in rope for DeepSeek (#27373)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
2025-10-23 17:43:53 +00:00
Isotr0py 6ac5e06f7c [Chore] Clean up pytorch helper functions in vllm.utils (#26908)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
2025-10-18 09:48:22 -07:00
Mengqing Cao e20eba753b [VLM][Refactor] Remove useless func get_input_positions in MRotaryEmbedding (#27088)
Signed-off-by: MengqingCao <cmq0113@163.com>
2025-10-17 02:00:30 -07:00
Huamin Li 87efc681db llama4_vision_rope: add HIP override to accept (q, k) and avoid (positions, q, k) mismatch (#26790)
Signed-off-by: Huamin Li <3ericli@gmail.com>
2025-10-14 11:54:12 -07:00
Harry Mellor 8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-12 09:51:31 -07:00
dsinghvigemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>DarkLight1337wwl2755
727144bed1 [Refactor]: Use M-RoPE interface directly while defining model class instead of maintaining model specific M-RoPE implementation in mrope.py (#24172)
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: wwl2755 <wangwenlong2755@gmail.com>
2025-10-11 07:21:04 +00:00
Roger Wangandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> ddaff2938e [MM] Move Qwen3Omni MRoPE impl to model file (#26608)
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-10-10 22:17:24 -07:00
19a9b169bf Add Qwen3-Omni moe thinker (#25550)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Xiong Wang <feizi.wx@alibaba-inc.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-10-10 17:00:56 +00:00
Harry Mellor d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-05 07:06:22 -07:00
Chendi.XueandRoger Wang dd96465fd7 [BugFix][QWEN-VL]fix wrong apply_rotary_emb_torch selection introduced by #24642 (#26123)
Signed-off-by: Chendi Xue <Chendi.Xue@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-10-03 08:52:26 -07:00
vllmellm 5e4a8223c6 [Qwen][ROCm] Flash Attention Rotary Embeddings (#24642)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-10-02 08:26:08 -07:00
cjackal 43b752c325 [Llama4] [multimodal] Fix misplaced dtype cast of cos_sin_cache in Llama4VisionRotaryEmbedding (#25889)
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
2025-09-30 20:35:15 +00:00
53a30845be Llamas 3.1 405B fp4 changes upstreaming from 355_wip (#25135)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
2025-09-25 19:16:53 -06:00
Michael Goin 7361ab379f Remove redundant mutates_args and dispatch_key for direct_register_custom_op (#25512)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-09-23 22:48:40 +00:00
JJJYmmmandliuye.hj fc97733da8 [feat] Support MRoPE + YaRN (#25384)
Signed-off-by: liuye.hj <liuye.hj@alibaba-inc.com>
Co-authored-by: liuye.hj <liuye.hj@alibaba-inc.com>
2025-09-23 03:04:47 +00:00
Michael Goin e08a3a3fdb [CI Failure] Disable FlashInfer RoPE to unblock CI (#25299)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-09-20 08:16:56 +00:00
Michael GoinandLuka Govedič 48ecb4438b [Perf] Use FlashInfer RoPE for RotaryEmbedding.forward_cuda when available (#21126)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-09-19 14:06:49 -06:00
Isotr0py cea91a32f2 [Kernel][Performance] Add Triton kernel for Qwen3-VL interleaved MRoPE (#25055)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-09-19 10:27:49 +00:00