Johnny Yang
59012df99b
[TPU] update TPU benchmark threshold ( #25713 )
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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 )
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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 )
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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 )
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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>
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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 )
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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 )
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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 )
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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 )
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Signed-off-by: Felix Marty <Felix.Marty@amd.com>
2025-10-07 09:52:24 -07:00
Paul Pak
320feae6f5
[Model] Lfm2Moe ( #26344 )
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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 )
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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 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-07 15:08:40 +00:00
antrec
6f59beaf0b
[Model] Add support for ModernBertForTokenClassification ( #26340 )
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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 )
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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 )
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Signed-off-by: fhl <2410591650@qq.com>
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2025-10-07 05:25:05 -07:00
Sergio Paniego Blanco
883b42896a
Add TRL example notebook to RLHF docs ( #26346 )
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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 )
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Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Signed-off-by: Daniel Cámpora <961215+dcampora@users.noreply.github.com>
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2025-10-07 10:07:32 +00:00
Grant Holmes (Ren)
d100d78eb3
Optimize KV cache distribution for asymmetric pipeline parallelism ( #25164 )
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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 )
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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 )
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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 )
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Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-07 16:10:55 +08:00
Andrew Xia
185d8ed44f
[responsesAPI][bugfix] serialize harmony messages ( #26185 )
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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 )
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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 )
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Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-07 06:45:49 +00:00
ahao-anyscale
4dbdf4a294
[BUG] Fix file parsing for load_format runai_streamer_sharded ( #26324 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-06 19:51:58 +00:00
Raushan Turganbay
7cd95dc8a3
[Bugfix] Fix gemma3 with transformers backend ( #23178 )
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Signed-off-by: raushan <raushan@huggingface.co>
Signed-off-by: Raushan Turganbay <raushan@huggingface.co>
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2025-10-06 18:42:32 +00:00
Crefeda Rodrigues
c02058c222
Add bias handling to CPUFusedMOE kernel ( #26289 )
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Signed-off-by: Crefeda Rodrigues <crefeda.rodrigues@arm.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-10-06 18:39:10 +00:00
7mile
b2ea5ba677
[Bugfix][Spec Decode] Fix wrong valid_mask for padded speculation when chunked prefill occurs ( #26231 )
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Signed-off-by: seven-mile <i@7li.moe>
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2025-10-06 18:24:22 +00:00
Karan Goel
824a3f403f
[Misc] auto_tune: kill specific vllm process ( #26304 )
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Signed-off-by: Karan Goel <karangoel@google.com>
2025-10-06 18:02:51 +00:00
Rahul Tuli
05f6846ede
Support llama3 eagle3 head with llama4 verifier ( #25961 )
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Signed-off-by: rahul-tuli <rtuli@redhat.com>
Signed-off-by: Rahul Tuli <rtuli@redhat.com>
2025-10-06 13:56:08 -04:00
Michael Goin
20db99cc69
[CI Bugfix] Make sure TRTLLM attention is available in test_blackwell_moe ( #26188 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-10-06 13:50:11 -04:00
Yannick Schnider
6431be808f
[Tests] conftest: Extending VllmRunner and HfRunner to accept token_ids as input ( #26295 )
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Signed-off-by: Yannick Schnider <yannick.schnider1@ibm.com>
Signed-off-by: Yannick Schnider <Yannick.Schnider1@ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-10-06 17:19:34 +00:00
Matthew Bonanni
4727a8afa7
[Attention] Remove unused reorder_batch method ( #24463 )
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-10-06 13:13:39 -04:00
tomeras91
b8f603cebe
[Model] EVS support for nano_nemotron_vl ( #26269 )
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Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
Signed-off-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Signed-off-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-10-07 00:23:37 +08:00
Chatcharin Sangbutsarakum
fc679696f8
Fix DotsOCR tensor type ( #26281 )
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Signed-off-by: what_in_the_nim <chatcharinsang@gmail.com>
2025-10-06 12:23:43 +00:00
Raushan Turganbay
ab5e7d93f4
[Bugfix] Fix mrope in Transformers Backend ( #26087 )
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Signed-off-by: raushan <raushan@huggingface.co>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-06 11:40:50 +00:00
Harry Mellor
0340f45553
Support expert parallel load balancing in Transformers backend ( #26287 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-06 11:20:16 +00:00
Cyrus Leung
19a00eb210
[Model] Use merge_by_field_config for MM models (Llava family) ( #26280 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-06 09:45:26 +00:00
Cyrus Leung
391612e78b
[Frontend] Consolidate tokenizer init code ( #26276 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-06 09:34:52 +00:00