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3369 Commits

Author SHA1 Message Date
Cyrus Leung
82551ad616 [Core] Don't use cache during multi-modal profiling (#14336) 2025-03-06 08:03:31 -08:00
courage17340
caac5c2e59 [Bugfix][Core] fix abort_seq_group and memory leak when n>1 (#14326) 
Signed-off-by: courage17340 <courage17340@163.com>
 2025-03-06 23:59:32 +08:00
Thomas Parnell
6bd1dd9d26 [Kernel] [V1] Improved performance for V1 Triton (ROCm) backend (#14152) 2025-03-06 07:39:16 -08:00
Nicolò Lucchesi
fa82b93853 [Frontend][Docs] Transcription API streaming (#13301) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-03-06 10:39:35 +00:00
Nicolò Lucchesi
69ff99fdcd [Core] Optimizing cross-attention QKVParallelLinear computation (#12325) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: NickLucche <nick@nlucches-4xa100.c.openshift-330514.internal>
Co-authored-by: NickLucche <nick@nlucches-4xa100.c.openshift-330514.internal>
 2025-03-06 09:37:26 +00:00
lkchen
5d802522a7 [V1][VLM][Pixtral-HF] Support Pixtral-HF on V1 (#14275) 
Signed-off-by: Linkun Chen <github@lkchen.net>
 2025-03-06 08:58:41 +00:00
kYLe
1769928079 [Model] Update Paligemma multimodal processing with PromptUpdate (#14015) 
Signed-off-by: Kyle Huang <kylhuang@nvidia.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-03-06 08:31:38 +00:00
Pavani Majety
ed6ea06577 [Hardware] Update the flash attn tag to support Blackwell (#14244) 2025-03-05 22:01:37 -08:00
Nicolò Lucchesi
5ee10e990d [Bugfix][CI] ALiBi test case in xformers multi_query_kv_attention (#11301) 2025-03-05 20:00:53 -08:00
Ce Gao
f5f7f00cd9 [Bugfix][Structured Output] Support outlines engine with reasoning outputs for DeepSeek R1 (#14114) 2025-03-06 03:49:20 +00:00
Rui Qiao
abcc61e0af [misc] Mention ray list nodes command to troubleshoot ray issues (#14318) 
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
 2025-03-06 02:00:36 +00:00
Lucas Wilkinson
f6bb18fd9a [BugFix] MLA + V1, illegal memory access and accuracy issues (#14253) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-03-05 17:10:13 -08:00
Lucas Wilkinson
4dacaa4a83 [BugFix] Fix prefix caching V0 MLA (#14255) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Ying Zhong <zhongyingmatrix@gmail.com>
 2025-03-05 17:07:42 -08:00
Tyler Michael Smith
a7ea35aa67 [Bugfix] Remove num_tokens_across_dp (#14302) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-03-05 23:55:55 +00:00
pyc96
1e3e76b6cc [Bugfix] Fix DeepSeek MTP crash when using TP1ModelRunner with CUDA graph due to shape mismatch (#14237) 
Signed-off-by: pyc96 <pychen96@gmail.com>
 2025-03-05 22:22:40 +00:00
Serena
1b7624bf5c [misc] Add FlashMLA as a new option of VLLM_ATTENTION_BACKEND env (#14267) 2025-03-05 21:28:50 +00:00
Nick Hill
ac60dc7fe1 [V1][BugFix] Fix for mixed top_k batch (#14301) 
Signed-off-by: Nick Hill <nhill@redhat.com>


Co-authored-by: Ye Cao <caoye.cao@alibaba-inc.com>
 2025-03-05 20:43:04 +00:00
Vincent
a4f1ee35d6 Deprecate best_of Sampling Parameter in anticipation for vLLM V1 (#13997) 
Signed-off-by: vincent-4 <vincentzhongy+githubvincent4@gmail.com>
Signed-off-by: Brayden Zhong <b8zhong@uwaterloo.ca>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Brayden Zhong <b8zhong@uwaterloo.ca>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-03-05 20:22:43 +00:00
Nick Hill
a32c8669ca [V1][Minor] Remove obsolete FIXME comment (#14304) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-03-05 11:59:23 -08:00
Isotr0py
e17e4488bd [LoRA] Remove linear hack outside transformers backend (#14177) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-03-05 15:06:28 +00:00
Robert Shaw
257e200a25 [V1][Frontend] Add Testing For V1 Runtime Parameters (#14159) 
Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
 2025-03-05 14:18:55 +00:00
Zhe Zhang
47d4a7e004 Small update for external_launcher backend docs (#14288) 2025-03-05 21:30:00 +08:00
Lu Fang
8d6cd32b7b [Bugfix][V1] Fix allowed_token_ids for v1 Sampler (#14169) 
Signed-off-by: Lu Fang <lufang@fb.com>
 2025-03-05 08:49:44 +00:00
Roger Wang
ec79b67c77 [Misc][V1] Avoid using envs.VLLM_USE_V1 in mm processing (#14256) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-03-05 07:37:16 +00:00
Benjamin Chislett
32985bed7c [Frontend] Allow return_tokens_as_token_ids to be passed as a request param (#14066) 
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
 2025-03-05 06:30:40 +00:00
youkaichao
6eaf93020d [platforms] improve rocm debugging info (#14257) 2025-03-04 21:32:18 -08:00
Tyler Michael Smith
72c62eae5f [V1] EP/TP MoE + DP Attention (#13931) 2025-03-04 21:27:26 -08:00
Congcong Chen
0a995d5434 [Model] New model support for Phi-4-multimodal-instruct (#14119) 2025-03-04 20:57:01 -08:00
Cody Yu
ade3f7d988 [V1][Bugfix] Do not reset prefix caching metrics (#14235) 2025-03-05 04:39:13 +00:00
rainkert
0df25101d6 [Bugfix] Fix gptq_marlin for deepseek-v3 (#13750) 
Signed-off-by: dangshunya <dangshunya@baichuan-inc.com>
Co-authored-by: dangshunya <dangshunya@baichuan-inc.com>
 2025-03-05 12:25:53 +08:00
Michael Goin
fbfc3ee37e [V1][TPU] TPU multimodal model support for ragged attention (#14158) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
 2025-03-04 19:58:48 -05:00
Tyler Michael Smith
4f5b059f14 Clean up unused padding_idx variables across many model definitions (#13240) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-03-04 21:27:00 +00:00
Kuntai Du
288ca110f6 [Security] Serialize using safetensors instead of pickle in Mooncake Pipe (#14228) 
Signed-off-by: KuntaiDu <kuntai@uchicago.edu>
 2025-03-04 21:10:32 +00:00
Harry Mellor
e5b2f1601a [Frontend] Do prompt_logprobs clamping for chat as well as completions (#14225) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-03-04 20:13:06 +00:00
Harry Mellor
9badee53de Fix performance when --generation-config is not None (#14223) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-03-04 20:59:22 +01:00
Siyuan Liu
beebf4742a [TPU][Profiler] Support start_profile/stop_profile in TPU worker (#13988) 
Signed-off-by: Siyuan Liu <lsiyuan@google.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-03-04 14:40:06 -05:00
lkchen
b3cf368d79 [V1][Molmo] Fix get_multimodal_embeddings() in molmo.py (#14161) 2025-03-04 15:43:59 +00:00
Mark McLoughlin
c8525f06fc [V0][Metrics] Deprecate some questionable request time metrics (#14135) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-03-04 15:11:33 +00:00
Nick Hill
5db6b2c961 [V1][BugFix] Fix remaining sync engine client shutdown errors/hangs (#13869) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-03-04 15:06:47 +00:00
Michael Goin
6247bae6c6 [Bugfix] Restrict MacOS CPU detection (#14210) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-03-04 22:25:27 +08:00
youkaichao
71c4b40562 [sleep mode] error out with expandable_segments (#14189) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-03-04 18:54:19 +08:00
youkaichao
ac65bc92df [platform] add debug logging during inferring the device type (#14195) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-03-04 18:39:16 +08:00
Zhanwen Chen
66233af7b6 Use math.prod instead of np.prod for trivial ops (#14142) 2025-03-03 21:09:22 -08:00
Rui Qiao
bf13d40972 [core] Pass all driver env vars to ray workers unless excluded (#14099) 
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
 2025-03-04 11:44:17 +08:00
Cody Yu
989f4f430c [Misc] Remove lru_cache in NvmlCudaPlatform (#14156) 
Signed-off-by: Cody Yu <hao.yu.cody@gmail.com>
 2025-03-04 11:09:34 +08:00
Divakar Verma
bb5b640359 [core] moe fp8 block quant tuning support (#14068) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2025-03-04 01:30:23 +00:00
Travis Johnson
c060b71408 [Model] Add support for GraniteMoeShared models (#13313) 
Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-03-04 08:04:52 +08:00
iefgnoix
79e4937c65 [v1] Add comments to the new ragged paged attention Pallas kernel (#14155) 
Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-03-03 23:00:55 +00:00
Michael Goin
19d98e0c7d [Kernel] Optimize moe intermediate_cache usage (#13625) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-03-03 16:29:53 -05:00
Michael Goin
2b04c209ee [Bugfix] Allow shared_experts skip quantization for DeepSeekV2/V3 (#14100) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-03-03 14:20:24 -07:00