Driss Guessous
cf02f9b283
Add FlexAttention to V1 ( #16078 )
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Signed-off-by: drisspg <drisspguessous@gmail.com>
2025-06-06 21:58:55 -07:00
ElizaWszola
84166fee97
[Kernel] Integrate CUTLASS MoE kernel with PPLX ( #18762 )
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Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-06-06 18:26:11 -07:00
Lu Fang
6e0cd10f72
[Easy][Test] Simplify test_function_tool_use with multiple parametrizes ( #19269 )
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Signed-off-by: Lu Fang <lufang@fb.com>
2025-06-07 09:19:09 +08:00
Nick Hill
46ecc57973
[BugFix] Fix tpu_model_runner block_id concatenation ( #19228 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-06-06 16:28:17 -07:00
Adolfo Victoria
ca27f0f9c1
[Bugfix][Core] Update cancellation logic in `generate()` to handle Generator exits ( #19225 )
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Co-authored-by: Adolfo Victoria <adovi@meta.com>
2025-06-06 20:17:54 +00:00
Nick Hill
aad30bd306
[BugFix] Fix MultiConnector test after HMA changes ( #19291 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-06-06 20:16:24 +00:00
jmswen
7353492a47
[Core] Raise when non-multi-instance DP clients target a DP rank ( #19227 )
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Signed-off-by: Jon Swenson <jmswen@gmail.com>
2025-06-06 19:03:01 +08:00
Siqi Yan
f168b85725
Unit Test for run_dp_sharded_vision_model ( #19103 )
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Signed-off-by: Siqi Yan <siqi@meta.com>
Co-authored-by: Siqi Yan <siqi@meta.com>
2025-06-06 16:24:02 +08:00
Richard Zou
da511d54d8
Fix CompilationConfig repr ( #19091 )
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Signed-off-by: rzou <zou3519@gmail.com>
2025-06-06 16:23:35 +08:00
Dipika Sikka
94870359cd
[Quantization] Bump compressed-tensors version; update NVFP4A16 test model ( #19224 )
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Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
2025-06-06 01:21:54 -07:00
Chengji Yao
b61dc5f972
[TPU] update torch_xla pin ( #19231 )
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Signed-off-by: Chengji Yao <chengjiyao@google.com>
2025-06-06 04:27:38 +00:00
Chen Zhang
f8a1a2d108
[v1] Hybrid Memory Allocator ( #17996 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-06-05 20:47:09 -07:00
Benjamin Chislett
3465b87ef8
[Bugfix] Fix EAGLE vocab embedding construction for Llama 70B ( #19033 )
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Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
2025-06-05 19:10:08 -07:00
Jerry Zhang
c8134bea15
Fix AOPerModuleConfig name changes ( #18869 )
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Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
2025-06-05 18:51:32 -07:00
Luis Vega
cb6d572e85
[Model] NemotronH support ( #18863 )
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Signed-off-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com>
Co-authored-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com>
2025-06-05 21:29:28 +00:00
Dipika Sikka
aa49f14832
[Quantization] Skip Fp4 Test for `compressed-tensors` ( #19217 )
2025-06-05 18:21:53 +00:00
Povilas Kanapickas
85e2b7bb13
[MISC][Bugfix] Use less CPU when message queue has been empty for some time ( #16226 )
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Signed-off-by: Povilas Kanapickas <povilas@radix.lt>
2025-06-05 16:53:08 +00:00
Chiyue Wei
61059bee40
[Hardware][NVIDIA] FP4 MoE kernel optimization ( #19110 )
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Signed-off-by: Chiyue Wei <chiyuew@nvidia.com>
Co-authored-by: Chiyue Wei <chiyuew@nvidia.com>
2025-06-05 09:48:26 -07:00
Guillaume Calmettes
9bc8bb07cf
[Bugfix] properly catch PIL-related errors for vision models when incorrect data urls are provided ( #19202 )
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Signed-off-by: Guillaume Calmettes <gcalmettes@scaleway.com>
2025-06-05 12:59:28 +00:00
Chauncey
8fc57501d3
[Bugfix]: Fix the incompatibility issue with stream when Thinking is disabled ( #19135 )
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Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
2025-06-05 06:24:24 +00:00
Robert Shaw
c56ed8bb0e
[Bugfix][Nixl] Fix full prefix cache hit bug ( #18632 )
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Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-06-05 02:07:32 +00:00
Nicolò Lucchesi
b2fac67130
[P/D] Heterogeneous TP ( #18833 )
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Signed-off-by: nicklucche <nlucches@redhat.com>
2025-06-04 23:25:34 +00:00
Varun Sundar Rabindranath
c3fd4d669a
[Kernel] Integrate batched/masked deepgemm kernel ( #19111 )
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Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>
2025-06-04 21:59:18 +00:00
Siyuan Liu
7ee2590478
[TPU] Update dynamo dump file name in compilation test ( #19108 )
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Signed-off-by: Siyuan Liu <lsiyuan@google.com>
2025-06-04 16:13:43 -04:00
jmswen
c8dcc15921
Allow AsyncLLMEngine.generate to target a specific DP rank ( #19102 )
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Signed-off-by: Jon Swenson <jmswen@gmail.com>
2025-06-04 08:26:47 -07:00
Cyrus Leung
01dc9a76db
[CI/Build][Bugfix] Ensure compatibility with transformers 4.52 ( #18678 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-06-04 04:49:20 -07:00
wang.yuqi
35cf32df30
Improve the output precision of embedding models ( #19092 )
2025-06-04 11:48:57 +00:00
Seiji Eicher
2669a0d7b5
Fix ValueError: Missing value for tag key(s): model_name,engine. ( #19113 )
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Signed-off-by: Seiji Eicher <seiji@anyscale.com>
2025-06-04 17:10:45 +08:00
Siyuan Liu
8e972d9c44
[TPU] Skip hanging tests ( #19115 )
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Signed-off-by: Siyuan Liu <lsiyuan@google.com>
2025-06-04 01:43:00 -07:00
Woosuk Kwon
b124e1085b
[Bugfix] Fix FA3 full cuda graph correctness ( #19106 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-06-03 23:10:15 -07:00
Kaixi Hou
41aa578428
[NVIDIA] Add Cutlass MLA backend ( #17625 )
2025-06-03 21:40:26 -07:00
Vadim Gimpelson
5d6d1adf15
[KERNEL] Sampler. CUDA kernel for applying repetition penalty ( #18437 )
2025-06-03 21:13:01 -07:00
Li, Jiang
4555143ea7
[CPU] V1 support for the CPU backend ( #16441 )
2025-06-03 18:43:01 -07:00
Yan Ru Pei
b712be98c7
feat: add data parallel rank to KVEventBatch ( #18925 )
2025-06-03 17:14:20 -07:00
Chen Zhang
a8da78eac9
[Bugfix] Max concurrency estimation and check_enough_kv_cache_memory for models with sliding window layers ( #19029 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-06-04 00:14:06 +00:00
Chauncey
4de790fcad
[Bugfix]: Fix the incompatibility issue with tool_choice 'required' when Thinking is enabled ( #19075 )
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Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
2025-06-03 23:27:24 +00:00
Chen Zhang
b5fd9506c1
[Bugfix] get_num_blocks_to_allocate with null_block ( #19031 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-06-03 15:30:55 -07:00
Chen Zhang
6cac54f4d1
[v1] Re-init input batch for multiple kv cache groups ( #18654 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-06-03 21:41:36 +00:00
Harry Mellor
6865fe0074
Fix interaction between `Optional` and `Annotated` in CLI typing ( #19093 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Yikun Jiang <yikun@apache.org>
2025-06-03 21:07:19 +00:00
Yong Hoon Shin
bdf13965ab
[V1] Support cross-layer KV sharing ( #18212 )
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Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
2025-06-03 20:33:07 +00:00
Varun Sundar Rabindranath
fa98d77773
[Kernel] DeepEP dispatch-combine kernel integration ( #18434 )
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Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
2025-06-03 12:30:02 -07:00
Simon Mo
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
Harry Mellor
476844d44c
Fix underscores in dict keys passed via CLI ( #19030 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-06-03 14:39:24 +00:00
Jee Jee Li
4e68ae5e59
[CI/Build] Remove V0 LoRA test ( #19066 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-06-03 14:30:18 +00:00
Chen Zhang
f32fcd9444
[v1][KVCacheManager] Rename BlockHashType to BlockHash ( #19015 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-06-03 08:01:48 +00:00
汪志鹏
1282bd812e
Add tarsier model support ( #18985 )
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Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
2025-06-03 13:13:13 +08:00
Rui Qiao
bdce64f236
[V1] Support DP with Ray ( #18779 )
2025-06-02 21:15:13 -07:00
Siyuan Liu
9112b443a0
[Hardware][TPU] Initial support of model parallelism with single worker using SPMD ( #18011 )
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Signed-off-by: Siyuan Liu <lsiyuan@google.com>
Co-authored-by: Hossein Sarshar <hossein.sarshar@gmail.com>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
2025-06-03 00:06:20 +00:00
22quinn
9760fd8f6a
[Core] Support inplace model weights loading ( #18745 )
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Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
2025-06-02 17:38:50 +08:00
Cyrus Leung
6aa8f9a4e7
[Core] Rework dtype resolution ( #18751 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-06-01 11:04:23 +08:00
Reid
20079c6e36
[Misc] add return token strs for tokenize ( #18941 )
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Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
2025-05-31 18:00:11 +00:00
Charlie Fu
306d60401d
[ROCm][Kernel] Add gfx950 support for skinny gemms ( #18010 )
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Signed-off-by: charlifu <charlifu@amd.com>
2025-05-31 07:40:05 -07:00
vllmellm
0f5e0d567e
[FEAT][ROCm] Add AITER grouped topk for DeepSeekV2 ( #18825 )
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-05-31 03:39:31 -07:00
Pooya Davoodi
dff80b0e42
[Frontend] Add rerank support to run_batch endpoint ( #16278 )
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Signed-off-by: Pooya Davoodi <pooya.davoodi@parasail.io>
2025-05-31 07:40:01 +00:00
Will Eaton
1dab4d5718
Tool parser regex timeout handling ( #18960 )
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Signed-off-by: Will Eaton <weaton@redhat.com>
2025-05-30 21:02:54 +00:00
Isotr0py
5a8641638a
[VLM] Add PP support and fix GPTQ inference for Ovis models ( #18958 )
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Signed-off-by: isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
2025-05-30 17:11:44 +00:00
Nick Hill
2dbe8c0774
[Perf] API-server scaleout with many-to-many server-engine comms ( #17546 )
2025-05-30 08:17:00 -07:00
Shawn Huang
e1fadf1197
[Feature] minicpm eagle support ( #18943 )
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Signed-off-by: huangyuxiang03 <huangyx0321@gmail.com>
Co-authored-by: huangyuxiang03 <huangyx0321@gmail.com>
2025-05-30 06:45:56 -07:00
Carol Zheng
fba02e3bd1
[Bugfix][TPU] Fix tpu model runner testcase failure ( #18810 )
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Signed-off-by: Carol Zheng <cazheng@google.com>
2025-05-30 18:04:03 +08:00
Cyrus Leung
1aa2f81b43
[Misc] Update type annotation for rotary embedding `base` ( #18914 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-30 10:17:01 +08:00
Chengji Yao
a1cc9f33a3
[TPU] remove transpose ops in moe kernel ( #18923 )
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Signed-off-by: Chengji Yao <chengjiyao@google.com>
2025-05-29 23:00:11 +00:00
Nick Hill
d1d61f3351
[BugFix] Make DP work with connector-delayed new requests ( #18559 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Will Eaton <weaton@redhat.com>
2025-05-29 18:04:18 +00:00
Nicolò Lucchesi
32ce3cf7c9
[V1] Allocate kv_cache with stride order for V1 ( #18775 )
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Signed-off-by: nicklucche <nlucches@redhat.com>
2025-05-29 17:54:16 +00:00
Cyrus Leung
c29034037d
[Deprecation] Disallow pos-args other than `model` when initializing `LLM` ( #18802 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-29 09:36:58 -07:00
Isotr0py
c9479b2920
[Bugfix] Fix the failing gte embedding test ( #18720 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-05-29 07:39:25 -07:00
Satyajith Chilappagari
972eddf7c9
[Neuron] Add multi-LoRA support for Neuron. ( #18284 )
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Signed-off-by: Satyajith Chilappagari <satchill@amazon.com>
2025-05-29 16:41:22 +08:00
Richard Zou
26b4fa45be
Add ability to use CUDAGraphs with use_inductor=False ( #17345 )
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Signed-off-by: rzou <zou3519@gmail.com>
2025-05-29 10:16:52 +08:00
Hongxia Yang
269d901734
[Bugfix][ROCm] fix the power of 2 exception from triton_unified_attention.py when running llama4 models and unit test fix ( #18100 )
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Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-05-29 07:21:46 +08:00
Akshat Tripathi
643622ba46
[Hardware][TPU][V1] Multi-LoRA Optimisations for the V1 TPU backend ( #15655 )
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Signed-off-by: Akshat Tripathi <akshat@krai.ai>
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Signed-off-by: xihajun <junfan@krai.ai>
Signed-off-by: Jorge de Freitas <jorge.de-freitas22@imperial.ac.uk>
Signed-off-by: Jorge de Freitas <jorge@krai.ai>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: xihajun <junfan@krai.ai>
Co-authored-by: Jorge de Freitas <jorge.de-freitas22@imperial.ac.uk>
Co-authored-by: Jorge de Freitas <jorge@krai.ai>
2025-05-28 19:59:09 +00:00
Mark McLoughlin
0e98964e94
[V1][Metrics] Remove metrics that were deprecated in 0.8 ( #18837 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2025-05-28 18:54:12 +00:00
Alex Brooks
321331b8ae
[Core] Add Lora Support to Beam Search ( #18346 )
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Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
2025-05-28 08:58:24 -07:00
Reid
435fa95444
[Frontend] add run batch to CLI ( #18804 )
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Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
2025-05-28 07:08:57 -07:00
Harry Mellor
4c2b38ce9e
Enable Pydantic mypy checks and convert configs to Pydantic dataclasses ( #17599 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-28 12:46:04 +00:00
wang.yuqi
de65fc8e1e
[CI] improve embed testing ( #18747 )
2025-05-28 00:16:35 -07:00
Rabi Mishra
b78f844a67
[Bugfix][FailingTest]Fix test_model_load_with_params.py ( #18758 )
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Signed-off-by: rabi <ramishra@redhat.com>
2025-05-28 05:42:54 +00:00
wang.yuqi
3e9ce609bd
[Bugfix] Fix nomic max_model_len ( #18755 )
2025-05-27 20:29:53 -07:00
Satyajith Chilappagari
e0cbad4e30
[Neuron] Support quantization on neuron ( #18283 )
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Signed-off-by: Satyajith Chilappagari <satchill@amazon.com>
2025-05-27 22:10:33 +00:00
Michael Goin
5873877241
[Bugfix] Mistral tool calling when content is list ( #18729 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-05-27 09:05:37 -07:00
Mark McLoughlin
06a0338015
[V1][Metrics] Add API for accessing in-memory Prometheus metrics ( #17010 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2025-05-27 09:37:06 +00:00
Isotr0py
1f1b1bc03b
[V1][Quantization] Add CUDA graph compatible v1 GGUF support ( #18646 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <2037008807@qq.com>
2025-05-27 04:40:28 +00:00
Cyrus Leung
82e2339b06
[Doc] Move examples and further reorganize user guide ( #18666 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-26 07:38:04 -07:00
Ning Xie
5a2c76cbe1
[CI] fix dump_input for str type ( #18697 )
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Signed-off-by: Andy Xie <andy.xning@gmail.com>
2025-05-26 18:23:35 +08:00
Cyrus Leung
38b13dfe78
[CI/Build] Replace `math.isclose` with `pytest.approx` ( #18703 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-26 02:05:17 -07:00
Ning Xie
4ea62c0ea0
[CI] add missing argument ( #18694 )
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Signed-off-by: Andy Xie <andy.xning@gmail.com>
2025-05-26 00:22:04 -07:00
Cyrus Leung
fba0642704
[CI/Build][Doc] Update `gte-Qwen2-1.5B-instruct` usage ( #18683 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
2025-05-25 20:27:50 -07:00
Cyrus Leung
57fd13a707
[Bugfix] Fix profiling dummy data for Pixtral ( #18677 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-25 14:05:30 +00:00
Michael Goin
63934543a0
Speed up the `kernels/quantization/` tests ( #18669 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-05-25 05:02:59 +00:00
Isotr0py
75f81750f3
[VLM] Initialize video input support for InternVL models ( #18499 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-05-25 04:51:25 +00:00
Mengqing Cao
6ab681bcbe
[Misc][ModelScope] Change to use runtime VLLM_USE_MODELSCOPE ( #18655 )
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Signed-off-by: Mengqing Cao <cmq0113@163.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
2025-05-25 04:51:21 +00:00
qizixi
c1e4a4052d
[V1][Spec Decode] Support multi-layer eagle draft model ( #18030 )
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Signed-off-by: qizixi <qizixi@meta.com>
2025-05-24 09:45:34 +00:00
Yuanhao WU
a859320575
[Model] Add support for Qwen2.5-Omni-7B-AWQ (Qwen2_5OmniForConditionalGeneration) ( #18647 )
2025-05-24 09:15:36 +00:00
qizixi
d55e446d13
[V1][Spec Decode] Small refactors to improve eagle bookkeeping performance ( #18424 )
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Signed-off-by: qizixi <qizixi@meta.com>
2025-05-24 06:51:22 +00:00
Robert Shaw
2b10ba7491
[Bugfix][Nixl] Fix Preemption Bug ( #18631 )
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Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
2025-05-23 23:30:16 +00:00
Feng XiaoLong
4fc1bf813a
[Bugfix] Migrate to REGEX Library to prevent catastrophic backtracking ( #18454 )
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Signed-off-by: Crucifixion-Fxl <xmufxl@gmail.com>
Co-authored-by: Crucifixion-Fxl <xmufxl@gmail.com>
2025-05-23 16:16:26 -07:00
Michael Goin
0ddf88e16e
[CI] Enable test_initialization to run on V1 ( #16736 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-05-23 15:09:44 -07:00
Chen Zhang
6550114c9c
[v1] Redo "Support multiple KV cache groups in GPU model runner ( #17945 )" ( #18593 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-05-23 09:39:47 -07:00
Ning Xie
cd821ea5d2
[CI] fix kv_cache_type argument ( #18594 )
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Signed-off-by: Andy Xie <andy.xning@gmail.com>
2025-05-23 04:49:18 -07:00
Chauncey
b046cf792d
[Feature][V1]: suupports cached_tokens in response usage ( #18149 )
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Co-authored-by: simon-mo <xmo@berkeley.edu>
2025-05-23 01:41:03 -07:00
cascade
71ea614d4a
[Feature]Add async tensor parallelism using compilation pass ( #17882 )
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Signed-off-by: cascade812 <cascade812@outlook.com>
2025-05-23 01:03:34 -07:00
aws-elaineyz
ed5d408255
[Neuron] Remove bypass on EAGLEConfig and add a test ( #18514 )
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Signed-off-by: Elaine Zhao <elaineyz@amazon.com>
2025-05-22 21:26:32 -07:00