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8540 Commits

Author SHA1 Message Date
Isotr0py
7c16f3fbcc
[Doc] Add documents for multi-node distributed serving with MP backend (#30509) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-12-13 18:02:29 +00:00
Laith Sakka
763963aa73
set assume_32bit_indexing and pass unbacked hints (#30459) 
Signed-off-by: Laith Sakka <lsakka@meta.com>
 2025-12-13 15:36:53 +00:00
Cyrus Leung
39cefbdf17
[Refactor] TokenizerRegistry only uses lazy imports (#30609) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-13 23:16:22 +08:00
Chen Zhang
ace34e3783
[Bugfix] Qwen3-next with --hf-overrides \{\"num_hidden_layers\":8\} (#30433) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-12-13 22:12:45 +08:00
Cyrus Leung
64251f48df
[Chore] Adjust tokenizer import to avoid circular imports (#30601) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-13 04:42:39 -08:00
Nick Hill
1cec5b7ea9
[Scheduer] Simplify stop checking for pooling models (#30591) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-12-13 09:45:26 +00:00
Cyrus Leung
b09806e28f
[Bugfix] Dictionary MM embeddings for online chat (#30507) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-13 15:48:56 +08:00
Tsukasa OI
fdc135d768
[Misc][Quantization] Clarify the intent of GGUF FusedMoE weight materialization (#30310) 
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
 2025-12-13 13:55:14 +08:00
Roberto L. Castro
4fa7ce46f3
[Feature] Add SM103 (Blackwell Ultra) Support to vLLM (#30484) 
Signed-off-by: LopezCastroRoberto <robertol.c510@gmail.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-12-12 19:34:23 -08:00
Matthew Bonanni
86a3261525
[Bugfix] Pass FA version in MultiHeadAttention (#30575) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-12-13 00:02:11 +00:00
rasmith
08f8a5627e
[CI/Build][Kernel][BugFix][AMD] Fix per_token_group_quant_fp8 to use correct fp8 min/max values and update atol/rtol in test_quantfp8_group_functionality (#30292) 
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
 2025-12-12 18:41:56 -05:00
danielafrimi
13618626df
[MoE-FP8-modelopt] Add FlashInfer alignment padding for intermediate dimensions (#29748) 
Signed-off-by: Daniel Afrimi <dafrimi@pool0-00589.cm.cluster>
Signed-off-by: dafrimi <dafrimi@nvidia.com>
Co-authored-by: Daniel Afrimi <dafrimi@pool0-00589.cm.cluster>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-12-12 20:42:32 +00:00
danielafrimi
6ec0d8dbe4
[Fix]Load kv-cache dtype from hf_quant_config.json automatically (#29980) 
Signed-off-by: Daniel Afrimi <dafrimi@nvidia.com>
 2025-12-12 11:27:47 -08:00
Xin Yang
1f19d8f899
[Perf] Set split_k to 1 for triton_kernels (#30528) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2025-12-12 14:07:57 -05:00
shivampr
cd7740ac5c
[ROCm] Enable Triton ScaledMM fallback + kernel selection fix (#26668) 
Signed-off-by: Shivam <shivampr.dev@gmail.com>
Signed-off-by: Shivam <shivamprasad91@gmail.com>
 2025-12-12 13:28:20 -05:00
Wentao Ye
02a5880394
[CI] Fix mypy for vllm/v1/executor (#30517) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-12-12 18:05:34 +00:00
realliujiaxu
d2c919dcc2
[bugfix] fix bug when top_logprobs=0 with spec decoding (#30059) 
Signed-off-by: realliujiaxu <realliujiaxu@163.com>
 2025-12-12 09:03:35 -08:00
Benjamin Bartels
f3237f3f6b
[Frontend] Fixes anthropic streaming message_start usage nesting (#30266) 
Signed-off-by: bbartels <benjamin@bartels.dev>
 2025-12-12 16:28:54 +00:00
jvlunteren
9c0ee995a8
[Kernel] Support CUDA Graphs in 3D Triton Attention Kernel (#28306) 
Signed-off-by: Jan van Lunteren <jvl@zurich.ibm.com>
Signed-off-by: jvlunteren <161835099+jvlunteren@users.noreply.github.com>
Co-authored-by: Thomas Parnell <tom.parnell@gmail.com>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-12-12 16:55:40 +01:00
Michael Goin
09ad3b76b3
[Bug] Fix attention_backend arg string parsing (#30534) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-12-12 08:40:50 -07:00
Christina Norman
dc13c99eed
fix(gguf): Disable bfloat16 for GGUF on blackwell device (#30408) 
Signed-off-by: Christina <truffle@gmail.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Christina Norman <christina@example.com>
Co-authored-by: Isotr0py <isotr0py@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-12-12 23:10:12 +08:00
Vladislav Nosivskoy
3e34adcdfb
[DeepSeek V3.2] Proper drop_thinking logic (#30490) 
Signed-off-by: Vladislav Nosivskoy <vladnosiv@gmail.com>
 2025-12-12 15:01:06 +00:00
Lucas Wilkinson
3e41992fec
[Attention] Use sparse prefill kernel for fp8 kv-cache in DeepSeek-v3.2 (#27532) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-12-12 05:57:47 -08:00
Jaehwang Jung
f90319d5d1
[Bugfix] Schedule failure due to wrong get_image_size_with_most_features (#29692) 2025-12-12 02:27:20 -08:00
Ben Browning
8f8fda261a
[Bugfix] Multiple fixes for gpt-oss Chat Completion prompting (#28729) 
Signed-off-by: Ben Browning <bbrownin@redhat.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2025-12-12 12:59:53 +08:00
Zhengxu Chen
fe1787107e
[compile] Parse compile range cache keys as Range during cache loading. (#30516) 
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
 2025-12-12 04:30:51 +00:00
Nick Hill
947dfda9c2
[LMCache] Relax lmcache version requirement (#30425) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-12-11 18:18:47 -09:00
Michael Goin
9f2fc16a69
[Bugfix][Model] Fix Afmoe rope_parameters issue (#30505) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-12 02:53:57 +00:00
Bhanu Prakash Voutharoja
6a6fc41c79
gptq marlin quantization support for fused moe with lora (#30254) 
Signed-off-by: Bhanu068 <voutharoja.bhanu06@gmail.com>
 2025-12-12 02:27:22 +00:00
Fadi Arafeh
f355ad5412
[CPU][FIX] Fix build failures on Arm CPUs with torch nightly (#30481) 
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
 2025-12-12 02:09:25 +00:00
Lucas Wilkinson
042da73244
[Core] Refactor _build_attention_metadata (#29628) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-12-11 17:54:12 -08:00
jiahanc
0ab23c2b2b
[fix] fix SM check for Flashinfer TRTLLM MOE (#30314) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
 2025-12-12 01:00:58 +00:00
Andrew Briand
a00d88973d
[EPLB] Support EPLB w/ NVFP4 (#29804) 
Signed-off-by: Andrew Briand <abriand@nvidia.com>
Co-authored-by: Andrew Briand <abriand@nvidia.com>
 2025-12-11 22:59:40 +00:00
Wentao Ye
c817b14151
[Perf] Optimize deepgemm experts initialization, 3.9% TTFT improvement (#30494) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: li-jinpeng <3332126450@qq.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-12-11 17:28:34 -05:00
Nicolò Lucchesi
0efd9f867c
[Core] Whisper Enable Encoder Batching (#29421) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-12-11 21:06:51 +00:00
Xingyu Liu
90d6cf921f
[BugFix][MM]support VLLM_RANDOMIZE_DP_DUMMY_INPUTS (#30472) 
Signed-off-by: Xingyu Liu <charlotteliu12x@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-11 21:00:15 +00:00
Harry Mellor
cf3eacfe58
Standardise get_rope to use rope_parameters["partial_rotary_factor"], not rotary_dim (#30389) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-11 20:45:23 +00:00
Zhengxu Chen
92fea56fd1
[compile] Stop one-off setting enable_aot_compile and use context manager instead. (#30503) 
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
 2025-12-11 20:28:03 +00:00
Andreas Karatzas
72aaac5b66
[ROCm][Bugfix] Add MLACommonMetadata to allowed attention types for speculative decoding (#30430) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2025-12-11 19:25:01 +00:00
汪志鹏
0e71eaa644
[Feature] AWQ marlin quantization support for fused moe with lora (#30442) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2025-12-11 18:03:32 +00:00
Harry Mellor
8781cd6b88
Add Eagle and Eagle3 support to Transformers modeling backend (#30340) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-11 17:02:10 +00:00
Julien Denize
aa3c250c48
[IMPROVEMENT] Change MistralReasoningParser behavior (#30391) 
Signed-off-by: juliendenize <julien.denize@mistral.ai>
Signed-off-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2025-12-11 17:53:26 +01:00
Harry Mellor
93db3256a4
Give pooling examples better names (#30488) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-11 16:22:58 +00:00
Harry Mellor
97a042f3bc
Make the httpx logger less annoying when Transformers v5 is installed (#30480) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-11 15:44:56 +00:00
Cyrus Leung
3a3b06ee70
[Misc] Improve error message for is_multimodal (#30483) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-11 06:39:51 -08:00
Martin Hickey
f4417f8449
[KVConnector] Add KV events to KV Connectors (#28309) 
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
 2025-12-11 15:30:29 +01:00
Qiu
a11f4a81e0
[Misc][PCP&DCP] relocate PCP feature check (#30050) 
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-11 03:36:18 -08:00
Kenichi Maehashi
853611bb18
Fix typo of endpoint name in CLI args docs (#30473) 
Signed-off-by: Kenichi Maehashi <maehashi@preferred.jp>
 2025-12-11 11:07:56 +00:00
wang.yuqi
a5f9fb5960
[Deprecation] Deprecation --convert reward, use --convert embed instead. (#30463) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2025-12-11 10:18:25 +00:00
jeremyteboul
4515eb1a0b
[Fix] Update lazing loading of video loader backend (#30444) 
Signed-off-by: Jeremy Teboul <jeremyteboul@fb.com>
Co-authored-by: Jeremy Teboul <jeremyteboul@fb.com>
 2025-12-11 10:14:57 +00:00