f6518b2b48
[ROCm] Skip tests for quantizations incompatible with ROCm ( #17905 )
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Signed-off-by: Hissu Hyvarinen <hissu.hyvarinen@amd.com>
2025-05-12 18:39:28 -06:00
acee8f48aa
[Model] Support MiMo-7B inference with MTP ( #17433 )
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Signed-off-by: wp-alpha <wangpeng66@xiaomi.com>
Co-authored-by: wangpeng66 <wangpeng66@xiaomi.com>
2025-05-12 23:25:33 +00:00
dc9905368d
[V1][Spec Decode] Eagle unit tests ( #17350 )
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Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
2025-05-12 23:01:17 +00:00
ebab1ac37c
[CI] Make JSON output tests less likely to fail ( #17859 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-05-12 22:31:54 +00:00
98ea35601c
[Lora][Frontend]Add default local directory LoRA resolver plugin. ( #16855 )
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Signed-off-by: jberkhahn <jaberkha@us.ibm.com>
2025-05-12 10:39:10 -07:00
d19110204c
[P/D] NIXL Integration ( #17751 )
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Signed-off-by: ApostaC <yihua98@uchicago.edu>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Brent Salisbury <bsalisbu@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: ApostaC <yihua98@uchicago.edu>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Brent Salisbury <bsalisbu@redhat.com>
2025-05-12 09:46:16 -07:00
05a4324f8e
Initialize the delta tool call fields explicitly ( #17340 )
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Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: igmainc <igmainc@icloud.com>
2025-05-12 13:28:58 +00:00
08bf784078
[Bugfix] validate grammar and throw 400 error instead of crashing the engine when xgrammar validation fails ( #17623 )
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Signed-off-by: Jason Cheng <jasoncky96@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
2025-05-12 09:06:10 +08:00
021c16c7ca
[Model] Broadcast Ovis2 implementation to fit Ovis1.6 ( #17861 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-05-11 17:56:30 -07:00
a810b5b088
[BugFix] [ROCm]: Bugfix and handle addition case of input for `rocm_aiter_rms_norm` ( #17857 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-05-11 04:17:11 -07:00
e4b8713380
[New Model]: nomic-embed-text-v2-moe ( #17785 )
2025-05-11 00:59:43 -07:00
cd3edfc908
[Misc] Add compressed-tensors NVFP4A16 emulation support ( #17914 )
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Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
2025-05-11 15:58:38 +08:00
9cea90eab4
[Frontend] Add /classify endpoint ( #17032 )
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Signed-off-by: Frieda (Jingying) Huang <jingyingfhuang@gmail.com>
2025-05-11 07:57:07 +00:00
8132365b74
[Bugfix]: v1 engine - consider lora adapters in allowed_token_ids ( #17855 )
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Signed-off-by: Ben Browning <bbrownin@redhat.com>
2025-05-11 00:53:58 -07:00
d74e5f37bc
[Kernel] fp4 marlin kernel ( #17687 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
2025-05-10 19:58:49 -07:00
ca66a1674c
[v1] Rename specialized_manager.py to single_type_kv_cache_manager.py ( #17946 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-05-10 16:14:12 -07:00
950751a987
[v1] Pass BlockTable and KVCacheSpec to AttentionMetadataBuilders ( #17483 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-05-10 16:12:04 -07:00
fc4441a4ee
Add missing content type headers to /ping and /health ( #17036 ) ( #17786 )
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Signed-off-by: Ximo Guanter <ximo.guanter@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-10 07:13:32 +01:00
246e3e0a36
fix broken test vllm:test_kernels - test_attention_selector.py::test_flash_attn ( #17873 )
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Co-authored-by: Stephen Chen <tracelog@meta.com>
2025-05-10 10:46:54 +08:00
0c0fdae84f
[Hardware/NVIDIA/Kernel] Enable nvidia/DeepSeek-R1-FP4 Model ( #16362 )
2025-05-09 16:24:41 -07:00
4b2ed7926a
Improve configs - the rest! ( #17562 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-09 15:18:44 -07:00
6e5595ca39
[CI/Build] Automatically retry flaky tests ( #17856 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-09 09:55:17 -06:00
200da9a517
[v1] Move block management logic from KVCacheManager to SpecializedManager ( #17474 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-05-09 15:25:34 +00:00
c6798baa9c
Change `top_k` to be disabled with `0` (still accept `-1` for now) ( #17773 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-09 10:01:49 +00:00
d310e6de98
[BUGFIX]: return fast when request requires prompt logprobs ( #17251 )
2025-05-08 21:25:41 -07:00
3c9396a64f
[FEAT][ROCm]: Support AITER MLA on V1 Engine ( #17523 )
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
2025-05-09 10:42:05 +08:00
376786fac1
Add cutlass support for blackwell fp8 blockwise gemm ( #14383 )
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Signed-off-by: Shu Wang <shuw@nvidia.com>
2025-05-08 15:09:55 -07:00
ec54d73c31
[CI] Fix test_collective_rpc ( #17858 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-05-08 16:47:12 +00:00
bb239a730f
[Bugfix] Fix quark fp8 format loading on AMD GPUs ( #12612 )
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Signed-off-by: Felix Marty <felmarty@amd.com>
Signed-off-by: kewang2 <kewang2@amd.com>
Co-authored-by: kewang2 <kewang2@amd.com>
2025-05-08 02:53:53 -07:00
a463555dee
[TPU] Fix the test_sampler ( #17820 )
2025-05-08 05:51:33 -04:00
96722aa81d
[Frontend] Chat template fallbacks for multimodal models ( #17805 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-07 23:05:54 -07:00
5a499e70d5
[Kernel][Hardware][AMD] Bf16 mfma opt for ROCm skinny GEMMs ( #17071 )
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Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: charlifu <charlifu@amd.com>
2025-05-07 22:34:49 -07:00
6930a41116
[V1] Add VLLM_ALLOW_INSECURE_SERIALIZATION env var ( #17490 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-05-08 13:34:02 +08:00
7ea2adb802
[Core] Support full cuda graph in v1 ( #16072 )
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Signed-off-by: Chanh Nguyen <cnguyen@linkedin.com>
Co-authored-by: Chanh Nguyen <cnguyen@linkedin.com>
2025-05-07 22:30:15 -07:00
d43f914d42
[Core][Feature] Input metadata dump on crash ( #13407 )
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Signed-off-by: Wallas Santos <wallashss@ibm.com>
2025-05-07 22:15:09 +00:00
c20ef40fd0
[Hardware][TPU][V1] Multi-LoRA implementation for the V1 TPU backend ( #14238 )
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Signed-off-by: Akshat Tripathi <akshat@krai.ai>
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
2025-05-07 16:28:47 -04:00
db593aa67f
[Quantization] Quark MXFP4 format loading ( #16943 )
2025-05-07 15:05:05 -04:00
f98e307588
[Bugfix] Fix missing lora name mapping for lora without prefix ( #17793 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-05-07 16:17:12 +00:00
be8ff88e66
[Bugfix] Fix Video IO error for short video ( #17791 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-05-07 15:36:06 +00:00
98c89e16ff
Make key optional for rotary embedding ( #17566 )
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Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
2025-05-07 00:11:46 -07:00
324a3119b0
Fix test_memory_usage_no_spec ( #17754 )
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Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
2025-05-07 00:10:33 -07:00
8a15c2603a
[Frontend] Add missing chat templates for various MLLMs ( #17758 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-07 00:10:01 -07:00
043e4c4955
Add NeuronxDistributedInference support, Speculative Decoding, Dynamic on-device sampling ( #16357 )
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Signed-off-by: Satyajith Chilappagari <satchill@amazon.com>
Co-authored-by: Aaron Dou <yzdou@amazon.com>
Co-authored-by: Shashwat Srijan <sssrijan@amazon.com>
Co-authored-by: Chongming Ni <chongmni@amazon.com>
Co-authored-by: Amulya Ballakur <amulyaab@amazon.com>
Co-authored-by: Patrick Lange <patlange@amazon.com>
Co-authored-by: Elaine Zhao <elaineyz@amazon.com>
Co-authored-by: Lin Lin Pan <tailinpa@amazon.com>
Co-authored-by: Navyadhara Gogineni <navyadha@amazon.com>
Co-authored-by: Yishan McNabb <yishanm@amazon.com>
Co-authored-by: Mrinal Shukla <181322398+mrinalks@users.noreply.github.com>
2025-05-07 00:07:30 -07:00
1a45a61387
[Kernel] GGUF MoeVec kernel ( #16780 )
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Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
2025-05-06 23:07:23 -07:00
822de7fb94
[Misc] Split model loader ( #17712 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-05-07 12:42:26 +08:00
e50a1f1a9c
[TPU] Add kernel test for moe_pallas ( #17496 )
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Signed-off-by: Michael Goin <mgoin64@gmail.com>
2025-05-06 17:59:57 -07:00
18dd5e01f2
[Model] Mamba2 causal conv1d Refactor to Split Prefill and Decode Requests for Corresponding Kernels ( #17146 )
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Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
2025-05-06 17:59:30 -07:00
2f925e5777
[Kernel] Unified Triton kernel that doesn't distinguish between prefill + decode ( #16828 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
2025-05-06 18:21:48 -04:00
aabcd2cae3
[v1] Introduce KVCacheBlocks as interface between Scheduler and KVCacheManager ( #17479 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-05-06 08:50:34 -07:00
a6fed02068
[V1][PP] Support PP for MultiprocExecutor ( #14219 )
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: jiang.li <jiang1.li@intel.com>
2025-05-06 07:58:05 -07:00
f9bc5a0693
[Bugfix] Fix triton import with local TritonPlaceholder ( #17446 )
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Signed-off-by: Mengqing Cao <cmq0113@163.com>
2025-05-06 17:53:09 +08:00
6eae34533a
[Misc] Fix ScalarType float4 naming ( #17690 )
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
2025-05-06 01:07:15 -07:00
999328be0d
[Model] Add GraniteMoeHybrid 4.0 model ( #17497 )
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Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Co-authored-by: Thomas Ortner <boh@zurich.ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
2025-05-06 12:00:31 +08:00
5941e0b7ea
[TPU][V1] Add support for top-logprobs ( #17072 )
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Signed-off-by: NickLucche <nlucches@redhat.com>
2025-05-05 14:20:15 -07:00
9765940824
[TPU] Enable gemma3-27b with TP>1 on multi-chips. ( #17335 )
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Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com>
2025-05-05 14:19:58 -07:00
5ea5c514da
[BugFix] Increase timeout for startup failure test ( #17642 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-05-05 20:53:19 +00:00
1d0c9d6b2d
[Kernel] some optimizations for dense marlin and moe marlin ( #16850 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
2025-05-05 09:39:30 -07:00
d6484ef3c3
Add full API docs and improve the UX of navigating them ( #17485 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-03 19:42:43 -07:00
f66f1e0fa3
[Bugfix] Fix broken Qwen2.5-omni tests ( #17613 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-05-03 17:08:14 +00:00
887d7af882
[Core] Gate `prompt_embeds` behind a feature flag ( #17607 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-04 00:19:20 +08:00
b90b0852e9
[easy] Print number of needed GPUs in skip message ( #17594 )
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Signed-off-by: rzou <zou3519@gmail.com>
2025-05-02 15:27:43 -07:00
3e887d2e0c
permute/unpermute kernel for moe optimization ( #14568 )
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Signed-off-by: Caleb_Du <Caleb_Du@zju.edu.cn>
2025-05-02 11:31:55 -07:00
cb234955df
[Misc] Clean up input processing ( #17582 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-02 08:11:53 -07:00
99404f53c7
[Security] Fix image hash collision ( #17378 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-02 08:36:39 -04:00
785d75a03b
Automatically tell users that dict args must be valid JSON in CLI ( #17577 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-02 05:24:55 -07:00
d7543862bd
[Misc] Rename assets for testing ( #17575 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-02 03:29:25 -07:00
c777df79f7
[BugFix] Fix Memory Leak ( #17567 )
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Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
2025-05-02 01:07:03 -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
109e15a335
Add `pt_load_map_location` to allow loading to cuda ( #16869 )
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Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
2025-05-01 23:23:42 -07:00
f89d0e11bf
[Misc] Continue refactoring model tests ( #17573 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-01 22:06:08 -07:00
292fc59d61
[CI] Actually run tests/kv_transfer/test_disagg.py in CI ( #17555 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-05-02 04:05:04 +00:00
88c8304104
[Model] Refactor Ovis2 to support original tokenizer ( #17537 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-05-01 11:00:53 -07:00
460a2b1100
[torch.compile] Add torch inductor pass for fusing silu_and_mul with subsequent scaled_fp8_quant operations ( #10867 )
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Signed-off-by: Sage Moore <sage@neuralmagic.com>
2025-05-01 07:59:28 -07:00
98060b001d
[Feature][Frontend]: Deprecate --enable-reasoning ( #17452 )
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Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
2025-05-01 06:46:16 -07:00
b74d888c63
Fix more broken speculative decode tests ( #17450 )
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Signed-off-by: Huy Do <huydhn@gmail.com>
2025-05-01 06:05:58 -07:00
48e925fab5
[Misc] Clean up test docstrings and names ( #17521 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-01 05:19:32 -07:00
fbefc8a78d
[Core] Enable IPv6 with vllm.utils.make_zmq_socket() ( #16506 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-05-01 09:38:18 +00:00
13cf6b6236
[BugFix] fix speculative decoding memory leak when speculation is disabled ( #15506 )
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Signed-off-by: Noah Yoshida <noahcy117@gmail.com>
2025-04-30 23:28:17 -07:00
afb4429b4f
[CI/Build] Reorganize models tests ( #17459 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-30 23:03:08 -07:00
aa4502e7f3
[CI][Bugfix] Fix failing V1 Test due to missing 'cache_salt' arg ( #17500 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-04-30 21:03:30 -07:00
17b4d85f63
[CI][TPU] Skip structured outputs+spec decode tests on TPU ( #17510 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-04-30 20:36:20 -07:00
dbc18e7816
[CI][TPU] Skip Multimodal test ( #17488 )
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Signed-off-by: Siyuan Liu <lsiyuan@google.com>
2025-04-30 19:51:39 -07:00
81ecf425f0
[v1][Spec Decode] Make sliding window compatible with eagle prefix caching ( #17398 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-04-30 18:25:53 +00:00
947f2f5375
[V1] Allow turning off pickle fallback in vllm.v1.serial_utils ( #17427 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-04-30 16:10:54 +00:00
0be6d05b5e
[V1][Metrics] add support for kv event publishing ( #16750 )
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Signed-off-by: alec-flowers <aflowers@nvidia.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
2025-04-30 07:44:45 -07:00
77073c77bc
[Core] Prevent side-channel attacks via cache salting ( #17045 )
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Signed-off-by: Marko Rosenmueller <5467316+dr75@users.noreply.github.com>
2025-04-30 20:27:21 +08:00
a7d5b016bd
[TPU][V1][CI] Update regression test baseline for v6 CI ( #17064 )
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Signed-off-by: NickLucche <nlucches@redhat.com>
2025-04-30 04:03:22 -07:00
54072f315f
[MODEL ADDITION] Ovis2 Model Addition ( #15826 )
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Signed-off-by: Marco <121761685+mlinmg@users.noreply.github.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-04-30 07:33:29 +00:00
88fcf00dda
Fix some speculative decode tests with tl.dot ( #17371 )
...
Signed-off-by: Huy Do <huydhn@gmail.com>
2025-04-29 19:41:02 -07:00
13698db634
Improve configs - `ModelConfig` ( #17130 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-30 10:38:22 +08:00
1c2bc7ead0
Truncation control for embedding models ( #14776 )
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Signed-off-by: Gabriel Marinho <gmarinho@ibm.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Max de Bayser <mbayser@br.ibm.com>
2025-04-30 09:24:57 +08:00
34120f5acd
[V1][Feature] Enable Speculative Decoding with Structured Outputs ( #14702 )
...
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
2025-04-30 00:02:10 +00:00
7489ec0bab
Remove Bamba 9B from CI ( #17407 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-29 21:10:31 +00:00
0350809f3a
Remove Falcon3 2x7B from CI ( #17404 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-29 19:52:25 +00:00
a6977dbd15
Simplify (and fix) passing of guided decoding backend options ( #17008 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-29 19:02:23 +00:00
a39203f99e
[Bugfix] add qwen3 reasoning-parser fix content is None when disable … ( #17369 )
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Signed-off-by: mofanke <mofanke@gmail.com>
2025-04-29 16:32:40 +00:00
2ef5d106bb
Improve literal dataclass field conversion to argparse argument ( #17391 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-29 16:25:08 +00:00
88ad9ec6b2
[Frontend] Support `chat_template_kwargs` in `LLM.chat` ( #17356 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-29 22:03:35 +08:00
00ee37efa2
[Bugfix] Clean up MiniMax-VL and fix processing ( #17354 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-29 20:42:16 +08:00
890f104cdf
[Doc] Fix QWen3MOE info ( #17381 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-04-29 12:38:32 +00:00
bdb2cddafc
[Misc]Use a platform independent interface to obtain the device attributes ( #17100 )
2025-04-29 06:59:13 +00:00
cde384cd92
[Model] support MiniMax-VL-01 model ( #16328 )
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Signed-off-by: qingjun <qingjun@minimaxi.com>
2025-04-29 12:05:50 +08:00
86d9fc29cb
implement Structural Tag with Guidance backend ( #17333 )
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Signed-off-by: Michal Moskal <michal@moskal.me>
2025-04-29 02:21:32 +00:00
b6dd32aa07
Make name of `compressed-tensors` quant method consistent across vLLM ( #17255 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-28 16:28:13 +00:00
f94886946e
Improve conversion from dataclass configs to argparse arguments ( #17303 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-28 16:22:12 +00:00
fa93cd9f60
[Model] Add Granite Speech Support ( #16246 )
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Signed-off-by: Alex-Brooks <Alex.brooks@ibm.com>
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
2025-04-28 10:05:00 +00:00
20e489eaa1
[V1][Spec Decode] Make eagle compatible with prefix caching. ( #17137 )
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Signed-off-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
2025-04-27 09:29:43 -07:00
690fe019f0
[Feature] support sequence parallelism using compilation pass ( #16155 )
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Signed-off-by: cascade812 <cascade812@outlook.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-04-27 06:29:35 -07:00
ed7a29d9f8
[NVIDIA] Support Cutlass MLA for Blackwell GPUs ( #16032 )
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Signed-off-by: kaixih <kaixih@nvidia.com>
2025-04-27 06:29:21 -07:00
756848e79e
[Bugfix] Fix Lora Name Parsing ( #17196 )
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Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2025-04-27 20:33:09 +08:00
93a126fbc7
[Misc] Make cached tokenizer pickle-compatible ( #17048 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-27 13:05:00 +08:00
8e4b351a0c
[Kernel][Triton][FP8] Adding fp8 and variable length sequence support to Triton FAv2 kernel ( #12591 )
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Signed-off-by: Randall Smith <Randall.Smith@amd.com>
2025-04-27 00:35:08 +00:00
9869453c42
Update test_flash_attn.py ( #17102 )
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Signed-off-by: ShuaibinLi <lishuaibin@live.cn>
2025-04-26 22:17:35 +00:00
fd11a325b8
[MISC] rename interval to max_recent_requests ( #14285 )
2025-04-26 16:59:18 +00:00
f8acd01ff7
[V1] Add `structural_tag` support using xgrammar ( #17085 )
2025-04-26 14:06:37 +00:00
909fdaf152
[Bugfix] Fix standard models tests ( #17217 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-26 02:26:41 -07:00
df6f3ce883
[Core] Remove prompt string from engine core data structures ( #17214 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-04-25 23:41:05 -07:00
513f074766
[CI/test] Fix Eagle Correctness Test ( #17209 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-04-25 23:40:36 -07:00
b07bf83c7d
[BugFix] Avoid race conditions in zero-copy tensor transmission ( #17203 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-04-26 06:00:07 +00:00
53e8cf53a4
[V1][Metrics] Allow V1 AsyncLLM to use custom logger ( #14661 )
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Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-04-25 22:05:40 -07:00
9e96f56efb
Allocate kv_cache with stride order ( #16605 )
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Signed-off-by: shuw <shuw@nvidia.com>
2025-04-25 22:03:31 -07:00
a0e619e62a
[V1][Spec Decode] EAGLE-3 Support ( #16937 )
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Signed-off-by: Bryan Lu <yuzhelu@amazon.com>
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Co-authored-by: Bryan Lu <yuzhelu@amazon.com>
2025-04-25 15:43:07 -07:00
70116459c3
[BugFix][Frontend] Fix `LLM.chat()` tokenization ( #16081 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-04-25 22:20:05 +00:00
43faa0461a
[Bugfix] Fix hybrid model tests ( #17182 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-25 15:14:37 -07:00
423e9f1cbe
Use Transformers helper `get_text_config()` instead of checking for `text_config` ( #17105 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-25 08:47:35 -07:00
0bd7f8fca5
Bump Transformers to 4.51.3 ( #17116 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-25 08:34:34 -07:00
19dcc02a72
[Bugfix] Fix mistral model tests ( #17181 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-25 06:03:34 -07:00
6aae216b4e
[Bugfix] remove fallback in guided_json (int range, patterns) ( #16725 )
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Signed-off-by: csy1204 <josang1204@gmail.com>
Co-authored-by: 조상연[플레이스 AI] <sang-yeon.cho@navercorp.com>
2025-04-25 06:54:43 +00:00
eef364723c
[FEAT] [ROCm]: AITER Fused MOE V1 Support ( #16752 )
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-04-25 11:06:50 +08:00
05e1fbfc52
Add chat template for Llama 4 models ( #16428 )
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Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
2025-04-24 20:19:36 +00:00
0fa939e2d1
Improve configs - `LoRAConfig` + `PromptAdapterConfig` ( #16980 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-24 10:29:34 -07:00
340d7b1b21
[V1][Spec Decoding] Add num_drafts and num_accepted_tokens_per_position metrics ( #16665 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2025-04-24 08:57:40 -07:00
82e43b2d7e
Add missing rocm_skinny_gemms kernel test to CI ( #17060 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-04-24 07:49:37 -07:00
67309a1cb5
[Frontend] Using matryoshka_dimensions control the allowed output dimensions. ( #16970 )
2025-04-24 07:06:28 -07:00
c0dfd97519
[V1][PP] Optimization: continue scheduling prefill chunks ( #17080 )
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Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
2025-04-24 05:27:08 -07:00
a9138e85b1
Fix OOT registration test ( #17099 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-24 04:44:12 -07:00
0a05ed57e6
Simplify `TokenizerGroup` ( #16790 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-24 04:43:56 -07:00
14288d1332
Disable enforce_eager for V1 TPU sampler and structured output tests ( #17016 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-04-24 02:50:09 -07:00
b411418ff0
[Chore] Remove Sampler from Model Code ( #17084 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-04-24 02:49:33 -07:00
3cde34a4a4
[Frontend] Support guidance:no-additional-properties for compatibility with xgrammar ( #15949 )
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Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
2025-04-23 18:34:41 +00:00
6317a5174a
Categorize `tests/kernels/` based on kernel type ( #16799 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-04-23 09:21:07 -04:00
1e013fa388
[V1][DP] More robust DP/EP dummy request coordination ( #16277 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-04-22 19:12:15 -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
36fe78769f
[Bugfix] validate urls object for multimodal content parts ( #16990 )
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Signed-off-by: Guillaume Calmettes <gcalmettes@scaleway.com>
2025-04-23 09:43:06 +08:00
83d933718c
[Core][V1][TPU] Enable structured decoding on TPU V1 ( #16499 )
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Signed-off-by: Chenyaaang <chenyangli@google.com>
2025-04-22 18:05:23 -06:00
30bc3e0f66
[FEAT][ROCm]: Support AITER MLA ( #15893 )
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
2025-04-22 09:31:13 -07:00
8d32dc603d
[Kernel] Support Microsoft Runtime Kernel Lib for our Low Precision Computation - BitBLAS ( #6036 )
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Signed-off-by: xinyuxiao <xinyuxiao2024@gmail.com>
Co-authored-by: xinyuxiao <xinyuxiao2024@gmail.com>
2025-04-22 09:01:36 +01:00
c4ab9f3e71
[V1] Remove pre-allocation for KV cache ( #16941 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-04-22 00:52:18 -07:00
acba33a0f1
[Bugfix] Fix the issue where llm.generate cannot be called repeatedly after setting GuidedDecodingParams ( #16767 )
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Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
2025-04-22 06:02:20 +00:00
188b7f9b8c
[Performance][ROCm] Add skinny gemms for unquantized linear on ROCm ( #15830 )
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Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
2025-04-21 20:46:22 -07:00
7b8a2ab76f
[Kernel] Add expert_map support to Cutlass FP8 MOE ( #16861 )
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Signed-off-by: varun sundar rabindranath <vsundarr@redhat.com>
Co-authored-by: varun sundar rabindranath <vsundarr@redhat.com>
2025-04-21 20:44:32 -07:00
0e4254492f
[Bugfix]: fix issue with n>1 sampling on v1 requests overriding each other ( #16863 )
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Signed-off-by: Jeffrey Li <jeffrey.dot.li@gmail.com>
2025-04-22 11:40:19 +08:00
fa3bba2a53
[TPU][V1] Enable Top-P ( #16843 )
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Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-04-22 00:46:07 +00:00
986537f1c3
[V1] V1 FlashInfer Attention ( #16684 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Aurick Qiao <qiao@aurick.net>
2025-04-22 00:38:41 +00:00
210207525e
[TPU][V1] Capture multimodal encoder during model compilation ( #15051 )
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Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Siyuan Liu <lsiyuan@google.com>
2025-04-21 18:36:59 -06:00
471fe65630
[TPU][V1] Implicitly adjust page size when there's SMEM OOM ( #16871 )
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Signed-off-by: Chengji Yao <chengjiyao@google.com>
2025-04-21 15:43:13 -06:00
3a0fba5cf4
[V1][Spec Decode] Handle draft tokens beyond max_model_len ( #16087 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-04-21 12:38:50 -07:00
bb3605db85
[Bugfix] Fix v1/spec_decode/test_ngram.py ( #16895 )
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Signed-off-by: qizixi <qizixi@meta.com>
2025-04-20 20:54:29 -07:00
87aaadef73
Serialize tensors using int8 views ( #16866 )
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Signed-off-by: Staszek Pasko <staszek@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-04-19 10:28:34 -07:00
83f3c3bd91
[Model] Refactor Phi-4-multimodal to use merged processor and support V1 ( #15477 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-19 02:26:11 -07:00
d9737ca1c6
[V1][Misc] stop update prefix cache stats when logs_stats is disabled ( #16460 )
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Signed-off-by: vie-serendipity <2733147505@qq.com>
2025-04-19 02:25:19 -07:00
9d4ca19d50
[Misc] Benchmarks for audio models ( #16505 )
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Signed-off-by: NickLucche <nlucches@redhat.com>
2025-04-19 02:24:14 -07:00
2ef0dc53b8
[Frontend] Add sampling params to `v1/audio/transcriptions` endpoint ( #16591 )
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Signed-off-by: Jannis Schönleber <joennlae@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Jannis Schönleber <joennlae@gmail.com>
2025-04-19 07:03:54 +00:00
2c1bd848a6
[Model][VLM] Add Qwen2.5-Omni model support (thinker only) ( #15130 )
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Signed-off-by: fyabc <suyang.fy@alibaba-inc.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Xiong Wang <wangxiongts@163.com>
2025-04-18 23:14:36 -07:00
3d3ab3689f
[New Model]: Snowflake Arctic Embed (Family) ( #16649 )
2025-04-18 08:11:57 -07:00
686623c5e7
Fix `nullable_kvs` fallback ( #16837 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-18 05:58:39 -07:00
e78587a64c
Improve-mm-and-pooler-and-decoding-configs ( #16789 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-17 22:13:32 -07:00
c16fb5dae8
[Doc] Improve help examples for `--compilation-config` ( #16729 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-17 21:22:34 -07:00
e37073efd7
Add property-based testing for vLLM endpoints using an API defined by an OpenAPI 3.1 schema ( #16721 )
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Signed-off-by: Tarun Kumar <takumar@redhat.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-04-17 21:08:27 -07:00
3408e47159
[P/D][V1] KV Connector API V1 ( #15960 )
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Signed-off-by: ApostaC <yihua98@uchicago.edu>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: remi <remi@mistral.ai>
Co-authored-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Rémi Delacourt <54138269+Flechman@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
2025-04-17 13:22:40 -07:00
eb5819b2d9
[V1][TPU] Enable Top K ( #15489 )
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Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Hyesoo Yang <hyeygit@gmail.com>
Co-authored-by: Hyesoo Yang <hyeygit@gmail.com>
2025-04-17 18:18:11 +00:00
5989f4684d
[TPU][V1] Fix padding recompilation when `max-num-batched-tokens` is not even ( #16726 )
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Signed-off-by: NickLucche <nlucches@redhat.com>
2025-04-17 18:09:57 +00:00
05fcd1b430
[V1][Perf] Faster incremental detokenization ( #15137 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-04-17 07:45:24 -07:00
d27ea94034
Improve configs - `TokenizerPoolConfig` + `DeviceConfig` ( #16603 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-17 11:19:42 +00:00
5b1aca2ae3
[Bugfix] Fix GLM4 model ( #16618 )
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Signed-off-by: intervitens <intervitens@tutanota.com>
2025-04-17 03:35:07 -07:00
cb072ce93b
[Bugfix] Update Florence-2 tokenizer to make grounding tasks work ( #16734 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-04-17 04:17:39 +00:00
2b05b8ce69
[V1][Frontend] Improve Shutdown And Logs ( #11737 )
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Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Signed-off-by: Andrew Feldman <afeldman@neuralmagic.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Andrew Feldman <afeldman@neuralmagic.com>
Co-authored-by: afeldman-nm <156691304+afeldman-nm@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-04-16 19:48:34 -07:00
3092375e27
[V1][Performance] Implement custom serializaton for MultiModalKwargs [Rebased] ( #16432 )
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Signed-off-by: Staszek Pasko <staszek@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-04-16 19:28:32 -07:00
ee378f3d49
[Model] support modernbert ( #16648 )
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Signed-off-by: 唯勤 <xsank.mz@alibaba-inc.com>
Co-authored-by: 唯勤 <xsank.mz@alibaba-inc.com>
2025-04-16 05:30:15 -07:00
976711d9db
[V1][Structured Output] Move xgrammar related utils to `backend_xgrammar.py` ( #16578 )
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Signed-off-by: shen-shanshan <467638484@qq.com>
2025-04-16 17:01:36 +08:00
3badb0213b
[Model] Add PLaMo2 ( #14323 )
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Signed-off-by: Shinichi Hemmi <50256998+Alnusjaponica@users.noreply.github.com>
Signed-off-by: shemmi <shemmi@preferred.jp>
Co-authored-by: Kento Nozawa <nzw0301@preferred.jp>
Co-authored-by: Hiroaki Mikami <mhiroaki@preferred.jp>
Co-authored-by: Calvin Metzger <metzger@preferred.jp>
2025-04-15 19:31:30 -07:00
fdcb850f14
[Misc] Enable vLLM to Dynamically Load LoRA from a Remote Server ( #10546 )
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Signed-off-by: Angky William <angkywilliam@Angkys-MacBook-Pro.local>
Co-authored-by: Angky William <angkywilliam@Angkys-MacBook-Pro.local>
2025-04-15 22:31:38 +00:00
54a66e5fee
[Misc] Update `compressed-tensors` WNA16 to support zero-points ( #14211 )
2025-04-15 07:33:51 -06:00
1575c1701a
[CI/Build] Fix LoRA OOM ( #16624 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-04-15 16:38:19 +08:00
b4fe16c75b
Add `vllm bench [latency, throughput]` CLI commands ( #16508 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-04-14 23:10:35 -07:00
bc5dd4f669
[Bugfix] Fix broken GritLM model and tests (missing pooling_metadata) ( #16631 )
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Signed-off-by: Pooya Davoodi <pooya.davoodi@parasail.io>
2025-04-14 23:09:58 -07:00
dbb036cf61
[Bugfix] Fix tests/kernels/test_mamba_ssm_ssd.py ( #16623 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-04-15 05:35:38 +00:00
d06ba4ed3f
[Kernel] moe wna16 marlin kernel ( #14447 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-04-14 20:05:22 -07:00
6b40996ae8
[Core][Bugfix] Fix Offline MM Beam Search ( #16390 )
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Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-04-15 10:33:02 +08:00
b1308b84a3
[Model][VLM] Add Kimi-VL model support ( #16387 )
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Signed-off-by: courage17340 <courage17340@163.com>
2025-04-14 21:41:48 +00:00
b3f2fddd17
[TPU][V1] Fix exponential padding when `max-num-batched-tokens` is not a power of 2 ( #16596 )
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Signed-off-by: NickLucche <nlucches@redhat.com>
2025-04-14 17:01:05 +00:00
aa29841ede
[Bugfix] Multi-modal caches not acting like LRU caches ( #16593 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-14 09:24:16 -07:00
dc1b4a6f13
[Core][V0] Enable regex support with xgrammar ( #13228 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-04-14 10:13:38 +08:00
f49e5aff11
[V1][Spec Decode] KV cache slots for eagle heads ( #16370 )
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Signed-off-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
2025-04-12 19:42:51 -07:00
6c11ecf8d3
[Bugfix] Validate logit biases to prevent out of vocab ids crashing engine ( #16529 )
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Signed-off-by: Ryan McConville <ryan@ryanmcconville.com>
2025-04-12 20:19:19 +00:00
d9fc8cd9da
[V1] Enable multi-input by default ( #15799 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-12 08:52:39 +00:00
c5bc0e7fcc
[Misc] Update chat utils tests ( #16520 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-12 06:48:43 +00:00
fbf722c6e6
[Frontend] support matryoshka representation / support embedding API dimensions ( #16331 )
2025-04-11 23:23:10 -07:00
e92d7085bf
[Feature][V1] Add xgrammar to support minLength, maxLength with test ( #16516 )
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Signed-off-by: Leon Seidel <leon.seidel@fau.de>
2025-04-11 23:22:07 -07:00
41cc883c29
[BugFix] Handle non-contiguous tensors properly when serializing ( #16492 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-04-11 17:54:06 -07:00
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