 Robert ShawandNick Hill
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c56ed8bb0e
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[Bugfix][Nixl] Fix full prefix cache hit bug (#18632)
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>
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2025-06-05 02:07:32 +00:00 |
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Nicolò Lucchesi
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b2fac67130
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[P/D] Heterogeneous TP (#18833)
Signed-off-by: nicklucche <nlucches@redhat.com>
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2025-06-04 23:25:34 +00:00 |
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CYJiang
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23027e2daf
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[Misc] refactor: simplify EngineCoreClient.make_async_mp_client in AsyncLLM (#18817)
Signed-off-by: googs1025 <googs1025@gmail.com>
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2025-06-04 15:37:25 -07:00 |
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jmswen
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c8dcc15921
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Allow AsyncLLMEngine.generate to target a specific DP rank (#19102)
Signed-off-by: Jon Swenson <jmswen@gmail.com>
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2025-06-04 08:26:47 -07:00 |
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Seiji Eicher
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2669a0d7b5
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Fix ValueError: Missing value for tag key(s): model_name,engine. (#19113)
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
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2025-06-04 17:10:45 +08:00 |
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Woosuk Kwon
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b124e1085b
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[Bugfix] Fix FA3 full cuda graph correctness (#19106)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-06-03 23:10:15 -07:00 |
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Kaixi Hou
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41aa578428
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[NVIDIA] Add Cutlass MLA backend (#17625)
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2025-06-03 21:40:26 -07:00 |
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Lukas Geiger
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1409ef9134
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[Core] Cast multimodal input in hf processor (#18862)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-06-03 20:24:56 -07:00 |
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Li, Jiang
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4555143ea7
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[CPU] V1 support for the CPU backend (#16441)
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2025-06-03 18:43:01 -07:00 |
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Yan Ru Pei
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b712be98c7
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feat: add data parallel rank to KVEventBatch (#18925)
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2025-06-03 17:14:20 -07:00 |
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Chen Zhang
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a8da78eac9
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[Bugfix] Max concurrency estimation and check_enough_kv_cache_memory for models with sliding window layers (#19029)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-06-04 00:14:06 +00:00 |
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Chen Zhang
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b5fd9506c1
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[Bugfix] get_num_blocks_to_allocate with null_block (#19031)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-06-03 15:30:55 -07:00 |
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Chen Zhang
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6cac54f4d1
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[v1] Re-init input batch for multiple kv cache groups (#18654)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-06-03 21:41:36 +00:00 |
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Yong Hoon Shin
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bdf13965ab
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[V1] Support cross-layer KV sharing (#18212)
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
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2025-06-03 20:33:07 +00:00 |
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Simon Mo
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02f0c7b220
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[Misc] Add SPDX-FileCopyrightText (#19100)
Signed-off-by: simon-mo <simon.mo@hey.com>
|
2025-06-03 11:20:17 -07:00 |
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Raushan Turganbay
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d81edded69
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[Bugfix] disable processor cache (#19068)
Signed-off-by: raushan <raushan@huggingface.co>
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2025-06-03 15:06:04 +00:00 |
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Chen Zhang
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f32fcd9444
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[v1][KVCacheManager] Rename BlockHashType to BlockHash (#19015)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-06-03 08:01:48 +00:00 |
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Rui Qiao
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bdce64f236
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[V1] Support DP with Ray (#18779)
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2025-06-02 21:15:13 -07:00 |
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9112b443a0
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[Hardware][TPU] Initial support of model parallelism with single worker using SPMD (#18011)
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>
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2025-06-03 00:06:20 +00:00 |
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22quinn
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9760fd8f6a
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[Core] Support inplace model weights loading (#18745)
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
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2025-06-02 17:38:50 +08:00 |
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d6fd3a33b8
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[Misc] reuse num_tokens_across_dp of get_dp_padding to avoid unnecessary dp all reduce in set_forward_context (#18935)
Signed-off-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
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2025-06-01 19:41:18 +00:00 |
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Nick Hill
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2b102d51ad
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[BugFix] Fix incorrect metrics shutdown error log message (#18992)
Signed-off-by: Nick Hill <nhill@redhat.com>
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2025-06-01 11:42:23 +08:00 |
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Nick HillandYizhou Liu
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9a1b9b99d7
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[BugFix] Fix multi-node offline data-parallel (#18981)
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Yizhou Liu <liu_yizhou@outlook.com>
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2025-05-31 08:34:52 -07:00 |
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Chauncey
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ba5111f237
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[Bugfix]: Fix the incompatibility issue with Structured Outputs when Thinking is disabled (#18879)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
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2025-05-31 09:20:54 +00:00 |
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Yong Hoon Shin
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1e123529d7
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[Misc] Fix estimated max model len msg (#18966)
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
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2025-05-31 16:43:44 +08:00 |
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Yu Guo
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7782464a17
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create util function for batched arange (#18937)
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2025-05-31 13:50:38 +08:00 |
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Nick Hill
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2dbe8c0774
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[Perf] API-server scaleout with many-to-many server-engine comms (#17546)
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2025-05-30 08:17:00 -07:00 |
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Carol Zheng
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fba02e3bd1
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[Bugfix][TPU] Fix tpu model runner testcase failure (#18810)
Signed-off-by: Carol Zheng <cazheng@google.com>
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2025-05-30 18:04:03 +08:00 |
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vllmellm
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77b6e74fe2
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[ROCm] Remove unnecessary assertion of max_model_len in ROCM_AITER_MLA attention backend. (#18938)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
|
2025-05-29 22:33:17 -07:00 |
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Will Eaton
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64eaf5fe05
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[P/D] NixlConnector DP fixes (#18903)
Signed-off-by: Will Eaton <weaton@redhat.com>
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2025-05-29 18:08:40 +00:00 |
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Nick HillandWill Eaton
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d1d61f3351
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[BugFix] Make DP work with connector-delayed new requests (#18559)
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Will Eaton <weaton@redhat.com>
|
2025-05-29 18:04:18 +00:00 |
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Nicolò Lucchesi
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32ce3cf7c9
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[V1] Allocate kv_cache with stride order for V1 (#18775)
Signed-off-by: nicklucche <nlucches@redhat.com>
|
2025-05-29 17:54:16 +00:00 |
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CYJiang
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d58f9c7f7a
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[Misc] Remove duplicate init for self.vllm_config (#18896)
Signed-off-by: googs1025 <googs1025@gmail.com>
|
2025-05-29 17:26:07 +00:00 |
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Gregory Shtrasberg
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da4b69d0b4
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[Attention][V1] Toggle for v1 attention backend (#18275)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
|
2025-05-29 10:48:24 -04:00 |
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Lukas Geiger
|
0b1447f890
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[Bugfix] Ensure tensors are contiguous during serialisation (#18860)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
|
2025-05-29 03:05:20 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
7951d78738
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[Core] Enable CUDA graphs for DP + All2All kernels (#18724)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-05-28 22:55:30 +00:00 |
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643622ba46
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[Hardware][TPU][V1] Multi-LoRA Optimisations for the V1 TPU backend (#15655)
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>
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2025-05-28 19:59:09 +00:00 |
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Aaron Pham
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a09c7ca9f2
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[Chore][Spec Decode] Update check NoneType instead of assigning variables (#18836)
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
|
2025-05-28 18:57:19 +00:00 |
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Lucas Wilkinson
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ce75efeecb
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[BugFix] FA2 MLA Accuracy Issue (#18807)
Signed-off-by: LucasWilkinson <lwilkinson@neuralmagic.com>
|
2025-05-28 08:59:39 +00:00 |
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RonaldBXu
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5e13c07d00
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[V1] [Bugfix] eagle bugfix and enable correct lm_head for multimodal (2) (#18781)
Signed-off-by: Ronald Xu <ronaldxu@amazon.com>
|
2025-05-28 05:09:14 +00:00 |
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Divakar Verma
|
774c5fde30
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[V1] fix torch profiling for V1 offline scenarios (#18445)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
|
2025-05-28 04:16:30 +00:00 |
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Lukas Geiger
|
d73a9457a5
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[Core] Improve Tensor serialisation (#18774)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
|
2025-05-28 09:46:21 +08:00 |
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Cyrus Leung
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696259ca01
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[Core] Automatically cast multi-modal input dtype (#18756)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-05-27 23:45:48 +08:00 |
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Mark McLoughlin
|
06a0338015
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[V1][Metrics] Add API for accessing in-memory Prometheus metrics (#17010)
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
|
2025-05-27 09:37:06 +00:00 |
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Hyogeun Oh (오효근)
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a68e293cb9
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[Doc] Convert Sphinx directives ( {class}, {meth}, {attr}, ...) to MkDocs format for better documentation linking (#18663)
Signed-off-by: Zerohertz <ohg3417@gmail.com>
|
2025-05-27 01:44:20 -07:00 |
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Lukas Geiger
|
e7523c2e03
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[V1][Sampler] Improve performance of FlashInfer sampling by sampling logits instead of probs (#18608)
|
2025-05-26 11:49:36 -04:00 |
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Seiji Eicher
|
7891fdf0c6
|
[V1] Fix _pickle.PicklingError: Can't pickle <class 'transformers_modules.deepseek-ai.DeepSeek-V2-Lite... (#18640)
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
|
2025-05-24 20:07:20 -07:00 |
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Woosuk Kwon
|
6825d9a998
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[BugFix][Spec Decode] Improve Prefix Caching Logic in Speculative Decoding (#18668)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
|
2025-05-24 17:33:46 -07:00 |
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qizixi
|
c1e4a4052d
|
[V1][Spec Decode] Support multi-layer eagle draft model (#18030)
Signed-off-by: qizixi <qizixi@meta.com>
|
2025-05-24 09:45:34 +00:00 |
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qizixi
|
d55e446d13
|
[V1][Spec Decode] Small refactors to improve eagle bookkeeping performance (#18424)
Signed-off-by: qizixi <qizixi@meta.com>
|
2025-05-24 06:51:22 +00:00 |
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