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Author SHA1 Message Date
Daniele
f377333bd7 [Misc] add usedforsecurity=False in md5 hash call (#26357) 
Signed-off-by: Daniele Trifirò <dtrifiro@redhat.com>
 2025-10-08 10:18:32 +00:00
Wentao Ye
f8607863d8 [Feature] Enable E8M0 by Default on Hopper for DeepGEMM, 5% E2E throughput improvement (#26197) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-08 15:33:56 +08:00
Utkarsh Sharma
335b28f7d1 [TPU] Rename tpu_commons to tpu_inference (#26279) 
Signed-off-by: Utkarsh Sharma <utksharma@google.com>
Co-authored-by: Utkarsh Sharma <utksharma@google.com>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
 2025-10-07 23:30:52 -07:00
Ayush Satyam
5e65d6b2ad fix[DP][v1]: Prevent hangs from mismatched worker configurations (#26218) 
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
 2025-10-07 22:55:08 -07:00
Cyrus Leung
0d4f48fa10 [Bugfix] Incorrect MM data format in vllm bench throughput (#26395) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-08 13:52:19 +08:00
Barry Kang
127c8b782a Add gather_indexer_k_quant_cache kernel (#25931) 
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Simon Mo <simon.mo@hey.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2025-10-08 04:58:57 +00:00
Ayush Satyam
cd9890544b fix(v1/kv_cache): resolve async KV transfer bug in cascade attention (#23485) 
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
 2025-10-08 04:46:33 +00:00
Nick Hill
067da2d1df [Core] Simplify setting new_token_ids in CachedRequestData (#26388) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-08 03:32:37 +00:00
isharif168
046118b938 Add SwigluOAI implementation for CPUFusedMOE (#26347) 
Signed-off-by: Sharif Inamdar <sharif.inamdar@arm.com>
 2025-10-07 20:17:49 -06:00
liangel-02
b32260ab85 [torchao] safetensors integration (#25969) 
Signed-off-by: Angel Li <liangel@meta.com>
 2025-10-07 20:12:35 -06:00
Lucas Wilkinson
f80e7866c0 [Misc] Clean up cruft from previous FlashMLA sparse implementation (#26125) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-10-08 10:09:34 +08:00
Thomas Parnell
31a4b3e6c4 Revert #24446 and #26168 (#26332) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-10-07 16:38:19 -06:00
Benjamin Chislett
caf8b1c084 [Bugfix] Fix MTP+FlashInfer crash when trtllm kernels are available but disabled (#26361) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-07 22:12:26 +00:00
Michael Goin
1b86bd8e18 Add more libraries to rlhf.md (#26374) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
 2025-10-07 20:59:41 +00:00
Johnny Yang
59012df99b [TPU] update TPU benchmark threshold (#25713) 
Signed-off-by: Johnny Yang <johnnyyang@google.com>
 2025-10-07 13:53:09 -07:00
Benjamin Chislett
3d1f67616d [Spec Decode] Enable efficient speculative decoding with FlashInfer-MLA (#25984) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2025-10-07 16:05:59 -04:00
Sergei Skvortsov
6ebaf43ee4 [V1] Logit processors for rejection sampler (#19482) 
Signed-off-by: southfreebird <yvorott@gmail.com>
Signed-off-by: Sergei Skvortsov <sergeyskv@nebius.com>
Signed-off-by: Sergei Skvortsov <yvorott@gmail.com>
Co-authored-by: Sergei Skvortsov <sergeyskv@nebius.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-10-07 13:02:49 -07:00
Morrison Turnansky
0c824fc46f [Frontend] CompilationConfig overhaul (#20283): deprecate use_inductor in favor of backend, simplify custom_ops (#26113) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
 2025-10-07 12:53:43 -07:00
Pei-Lun Liao
eb577e4655 [Bugfix] Add missing sink tensor into flash attn cascade attn implementation (#26325) 2025-10-07 18:56:39 +00:00
Wentao Ye
8f36850f73 [Bug] Fix Shape Validation for Fallback while Enabling E8M0 for DeepGEMM (#26322) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-07 13:50:30 -04:00
Chen Zhang
29fd2662ba [deepseek] add EP8 FusedMOE config for H200 and B200 (#26331) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-10-07 10:38:54 -07:00
Michael Goin
30a3e5af69 [CI] Add Qwen3 MoE NVFP4 to Blackwell lm-eval (#26316) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-10-07 10:36:15 -07:00
fxmarty-amd
a38c1bfe09 [ci] Rename test_mxfp4_moe.py to test_ocp_mx_moe.py (#26364) 
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
 2025-10-07 09:52:24 -07:00
Paul Pak
320feae6f5 [Model] Lfm2Moe (#26344) 
Signed-off-by: Paul Pak <paulpak58@gmail.com>
 2025-10-07 16:03:05 +00:00
Cyrus Leung
1e4ecca1d0 [V0 Deprecation] Remove VLLM_USE_V1 from tests (#26341) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-07 15:42:31 +00:00
Cyrus Leung
c0a7b89d8e [Misc] Move LRUCache into its own file (#26342) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-07 15:08:40 +00:00
antrec
6f59beaf0b [Model] Add support for ModernBertForTokenClassification (#26340) 
Signed-off-by: Antoine Recanati Le Goat <antoine.recanati@sancare.fr>
Signed-off-by: antrec <antoine.recanati@gmail.com>
Co-authored-by: Antoine Recanati Le Goat <antoine.recanati@sancare.fr>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-07 14:29:19 +00:00
fxmarty-amd
41f1cf38f2 [Feature][OCP MX] Support mxfp6 and mixed mxfp6-mxfp4 (#21166) 2025-10-07 09:35:26 -04:00
Isotr0py
08d26a1b7e [Model] Use merge_by_field_config for MM models (Ovis family) (#26308) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-07 12:54:22 +00:00
fhl2000
63773a6200 [Docs] add docs for cuda graph v1 (#24374) 
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-07 05:25:05 -07:00
Sergio Paniego Blanco
883b42896a Add TRL example notebook to RLHF docs (#26346) 
Signed-off-by: sergiopaniego <sergiopaniegoblanco@gmail.com>
 2025-10-07 11:31:28 +00:00
Daniel Cámpora
e1098ced95 Add topk logits torch op for DS3.2. (#25945) 
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Signed-off-by: Daniel Cámpora <961215+dcampora@users.noreply.github.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-10-07 10:07:32 +00:00
Grant Holmes (Ren)
d100d78eb3 Optimize KV cache distribution for asymmetric pipeline parallelism (#25164) 
Signed-off-by: gholmes829 <g.holmes429@gmail.com>
 2025-10-07 09:20:30 +00:00
Cyrus Leung
7e4cd070b0 [V0 Deprecation] Remove VLLM_USE_V1 from docs and scripts (#26336) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-07 16:46:44 +08:00
Snehlata
46b0779996 [BugFix] Update KV block hash type from BlockHash to ExternalBlockHash in kv_events_subscriber - #26264 (#26265) 
Signed-off-by: atalhens <sneh.lata@nutanix.com>
 2025-10-07 08:42:28 +00:00
Ayush Satyam
de342585ff [Model] Define merge_by_field_config MM interface (R-T) (#26260) 
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-07 16:10:55 +08:00
Andrew Xia
185d8ed44f [responsesAPI][bugfix] serialize harmony messages (#26185) 
Signed-off-by: Andrew Xia <axia@meta.com>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
 2025-10-07 07:07:53 +00:00
Cyrus Leung
d9836d4517 [Deprecation] Deprecate LLM.set_tokenizer (#26333) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-07 06:50:57 +00:00
Ayush Satyam
5f7e8a916a [Model] Define merge_by_field_config MM interface (U-Z) (#26261) 
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-07 06:45:49 +00:00
ahao-anyscale
4dbdf4a294 [BUG] Fix file parsing for load_format runai_streamer_sharded (#26324) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
 2025-10-07 11:23:07 +08:00
Michael Goin
c6873c4e6d [UX] Support nested dicts in hf_overrides (#25727) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-10-07 11:19:16 +08:00
Sage Moore
2111b4643c [Core] Simplify the Dp padding/should ubatch coordination logic (#25768) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-10-07 01:57:49 +00:00
Sage Moore
c50901f3b9 [Docs][DBO] Add initial doc that describes the DBO implementation (#26024) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
 2025-10-07 00:47:28 +00:00
Simon Mo
8229280a9c [Misc] Define EP kernel arch list in Dockerfile (#25635) 
Signed-off-by: Simon Mo <simon.mo@hey.com>
 2025-10-07 00:05:33 +00:00
Benjamin Chislett
f77df94647 [Perf] Add decode full-graph support to FlashInfer-MLA backend (#26313) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2025-10-06 23:03:49 +00:00
Gregory Shtrasberg
f231e5bc21 [ROCm] Split AITER unified attention into its own backend (#25507) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-10-06 22:49:23 +00:00
Benjamin Chislett
2161efe978 [Bugfix] Allow skipping MoE in NVFP4 (fix for MTP) (#25987) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2025-10-06 16:16:30 -04:00
Varun Sundar Rabindranath
f23b4c04fd [BugFix] Pad input buffers in _dummy_run (#26209) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-10-06 16:07:51 -04:00
Varun Sundar Rabindranath
93540958b8 [Docs] Fix broken table in moe_kernel_features doc (#26314) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-10-06 15:58:05 -04:00
Cyrus Leung
44b9af5bb2 [Benchmark] Enable MM Embedding benchmarks (#26310) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-06 19:51:58 +00:00