11757 Commits

Author SHA1 Message Date
Xiangyu Li
5cc6bddb6e
[Kernel] Add GPTQv2 format support for low-bit or asymmetric quantization, by adapting gptq_gemm (#26092) 2025-10-23 23:26:13 -04:00
Harry Mellor
1f9460c4c1
Fix pooling adapters for Transformers backend (#27338)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-23 20:23:55 -07:00
xiao-llm
70022ffc00
Granite 4.0 quark quantization support (#26944)
Signed-off-by: Xiao YU <Xiao.YU@xilinx.com>
Signed-off-by: Xiao Yu <xiao.yu.dc@outlook.com>
Co-authored-by: Xiao YU <Xiao.YU@xilinx.com>
2025-10-24 02:14:03 +00:00
Akash kaothalkar
f417746ad7
[Hardware][POWERPC] Disable oneDNN path in vllm/model_executor/layers/utils.py for Powerpc (#27422)
Signed-off-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
2025-10-23 21:21:36 +00:00
Yu Jiaqi
0552cfb195
[Model] Siglip Embedding Support (#27324)
Signed-off-by: piood <2477084691@qq.com>
2025-10-23 20:19:48 +00:00
Kebe
51dd14ac2b
[Bugfix][DP] Fix creating too many DP Placement Groups (#26880)
Signed-off-by: Kebe <mail@kebe7jun.com>
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
Co-authored-by: Rui Qiao <ruisearch42@gmail.com>
2025-10-23 20:16:51 +00:00
Matthew Bonanni
dbfbf9f324
[Attention] Fix FlashMLA metadata builder arguments for q_len > 1 (#27368)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-10-23 15:58:15 -04:00
Jonathan Chen
ca76486a16
[Chore] Separate out vllm.utils.platform_utils.py (#27374)
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
2025-10-23 19:08:06 +00:00
Varun Sundar Rabindranath
a9f55dc588
[Misc] Add triton_kernels dependency (#27370)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
2025-10-23 12:04:14 -07:00
Isotr0py
81d5bb765a
[Bugfix] Fix AWQ marlin layer skipping (#27416)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-10-23 18:30:28 +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
Alexander Matveev
9ef3d5b875
[Bugfix] Fix dp_chunking enablement logic in FusedMoE layer (#27220)
Signed-off-by: Alexander Matveev <amatveev@redhat.com>
2025-10-24 00:03:14 +08:00
Alexei-V-Ivanov-AMD
295c7f0267
Mirroring the test definitions (2025-10-22) (#27362)
Signed-off-by: Alexei V. Ivanov <alexei.ivanov@amd.com>
2025-10-24 00:02:26 +08:00
wang.yuqi
3fa2c12185
[Frontend][4/N] Improve all pooling task | Add plugin pooling task (#26973)
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Christian Pinto <christian.pinto@ibm.com>
2025-10-23 14:46:18 +00:00
Cyrus Leung
fe2016de2d
[CI/Build] Remove unnecessary flags from test registry (#27353)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-23 14:42:40 +00:00
Ilya Markov
237cf6d32a
[Misc] Remove use of CUDA_VISIBLE_DEVICES for device selection (fix DP slow startup time &c) (#26709)
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
2025-10-23 20:58:39 +08:00
Navya Srivastava
faee3ccdc2
[Feature] Pydantic validation for speculative.py (#27156)
Signed-off-by: Navya Srivastava <navya.srivastava1707@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-23 12:19:33 +00:00
Bradley D
570c3e1cd4
[Bugfix] Honor --mm_encoder_attn_backend when used (#27124)
Co-authored-by: Bradley D <4551889+bradleyhd@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-10-23 20:09:52 +08:00
Harry Mellor
3a4255c7c4
Run mypy on the lowest supported Python version instead of system Python (#27048)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-23 05:07:44 -07:00
tomeras91
61089465a6
[Model] Add MoE support for NemotronH (#25863)
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
2025-10-23 10:27:23 +00:00
Tova Movshovitz
88afa11010
[Metrics] [KVConnector] Add connector prefix cache hit rate stats (#26245)
Signed-off-by: tovam <tovam@pliops.com>
2025-10-23 12:21:08 +02:00
Chauncey
d00ce29d89
[CI] Reorganize entrypoints tests (#27403)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
2025-10-23 10:10:06 +00:00
Louie Tsai
3b7bdf983b
add SLA information into comparison graph for vLLM Benchmark Suite (#25525)
Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
Signed-off-by: louie-tsai <louie.tsai@intel.com>
Signed-off-by: Louie Tsai <louie.tsai@intel.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-10-23 08:04:59 +00:00
Zhewen Li
50b788a17a
[CI/Build] Fix AMD CI: test_cpu_gpu.py (#27388)
Signed-off-by: zhewenli <zhewenli@meta.com>
2025-10-23 07:55:00 +00:00
Lucia Fang
fc059c7061
[Bugfix] Fix args settings for guided decoding args (#27375)
Signed-off-by: Lucia Fang <fanglu@fb.com>
2025-10-23 07:34:06 +00:00
Cyrus Leung
bfb240cc49
[CI/Build] Fix Prithvi plugin test (#27393)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-23 07:30:44 +00:00
Jonathan Chen
e255d92990
[Chore] Remove duplicate has_ functions in vllm.utils (#27372)
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
2025-10-23 06:11:59 +00:00
wang.yuqi
3729ed00ba
[Model] Add num_cached_tokens for PoolingRequestOutput (#27378)
Signed-off-by: wang.yuqi <noooop@126.com>
2025-10-23 14:03:42 +08:00
Giancarlo Delfin
6644796bf4
[V1][spec decode] return logprobs for spec decoding (#26060)
Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-10-22 22:59:59 -07:00
Andrew Sansom
ff93cc8c84
[CORE] Support Prefix Caching with Prompt Embeds (#27219)
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
2025-10-22 22:18:07 -07:00
PiteXChen
243ed7d32e
[Bugfix][Core] running queue index leakage exception (#26754)
Signed-off-by: CLFutureX <chenyongqyl@163.com>
2025-10-22 21:40:12 -07:00
fangpings
7e0941055f
[Bugfix] Fix incorrect kv cache metrics in grafana.json (#27133)
Signed-off-by: Fangping Shi <fangping_shi@apple.com>
Co-authored-by: Fangping Shi <fangping_shi@apple.com>
2025-10-22 20:58:36 -07:00
Cyrus Leung
6738e4a093
[Bugfix] Fix SLA tuner initialization (#27355)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-22 20:43:04 -07:00
Isotr0py
2566dca2a9
[Bugfix] Fix deepseek-ocr multi-image inference and add merge_by_field_config=True with tensor schema support (#27361)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-10-22 17:15:38 -07:00
Matthew Bonanni
b4fda58a2d
[MLA] Bump FlashMLA (#27354)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-10-22 15:48:37 -07:00
dongbo910220
a0003b56b0
[Chore] Separate out system utilities from vllm.utils (#27201)
Signed-off-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-10-22 20:25:25 +00:00
Daisy-Ma-coder
5beacce2ea
[BugFix] bugfix for Flash Attention MLA with full cuda graph IMA following pr-25490 (#27128)
Signed-off-by: qqma <qqma@amazon.com>
Co-authored-by: qqma <qqma@amazon.com>
2025-10-22 19:36:39 +00:00
rongfu.leng
8669c69afa
[Feature] publisher default set zmq in kv_event config (#26915)
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-10-22 19:19:33 +00:00
Sage
1651003c35
[Prefix Cache] Use LoRA name for consistent KV-cache block hashing (#27211)
Signed-off-by: Sage Ahrac <sagiahrak@gmail.com>
2025-10-22 18:13:03 +00:00
William Song
1cb8c6c5fe
[Doc] Fix numbering sequence in prefix caching (#27357)
Signed-off-by: William Song <jinwook@umich.edu>
2025-10-22 17:35:47 +00:00
Luciano Martins
e05a6754a8
[Model] Revert PR #26715: Restore custom PaliGemma and Gemma3-MM impl… (#27309)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
2025-10-22 10:05:34 -07:00
Isotr0py
084a9dae80
[Bugfix] Disable FlexAttention direct block mask building for encoder-only models (#27344)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-10-22 16:39:08 +00:00
RED
c9461e05a4
Support Anthropic API /v1/messages Endpoint (#22627)
Signed-off-by: liuli <ll407707@alibaba-inc.com>
Co-authored-by: liuli <ll407707@alibaba-inc.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-10-22 09:13:18 -07:00
Nicolò Lucchesi
4dfdb821c8
[P/D] Dynamic kv_output_aggregator collect size (#26734)
Signed-off-by: NickLucche <nlucches@redhat.com>
2025-10-22 18:07:58 +02:00
Russell Bryant
58fab50d82
[Frontend] Require flag for loading text and image embeds (#27204)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-22 15:52:02 +00:00
Isotr0py
db6f28d898
[Bugfix] Fix HF format InternVL large variants video processing (#27330)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-10-22 08:39:23 -07:00
Cyrus Leung
14e2f1231e
[Bugfix] Make get_mrope_input_positions instance methods (#27342)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-22 08:38:34 -07:00
Chendi.Xue
7c4767f1eb
[NIXL] use Host buffer to support TP_ratio > 1 for XPU (#27140)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
2025-10-22 15:28:13 +00:00
Jee Jee Li
9771e0b432
[Bugfix] Add missing 'is_internal_router' attribute to FusedMoEWithLoRA (#27351)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-10-22 08:19:12 -07:00
Reinforce-II
980de31ca0
[bugfix] remove unused parameters to reduce unnecessary vram usage (#26789)
Signed-off-by: Reinforce-II <fate@eastal.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2025-10-22 08:16:09 -07:00