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4625 Commits

Author SHA1 Message Date
Christian Pinto
6930becd45 (bugfix): Fixed encode in LLM entrypoint for IOProcessr plugin prompts (#34618) 
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
 2026-02-16 07:33:55 -08:00
emricksini-h
3ef74cde5d [CI][Tracing] Fix race condition by adding server readiness check (#34364) 
Attempt to resolve #34284: "Metrics Tracing (2GPU)" fails with a
segmentation fault.

Signed-off-by: emricksini-h <emrick.birivoutin@hcompany.ai>
 2026-02-16 12:57:39 +00:00
Ekagra Ranjan
cd81cdb399 [Scheduler][ASR] Fix CrossAttn blocks per-request for Variable length encoder inputs (#31058) 
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
 2026-02-16 11:08:44 +00:00
Andreas Karatzas
1e828573b4 [CI][Metrics] Stabilize tests with polling and subprocess guards (#34566) 
test_abort_metrics_reset is flaky due to hardware-dependent
fixed sleeps: replace fixed sleeps with polling.

test_metrics_exist_run_batch passes even when the engine crashes
on startup (false positive): add subprocess lifecycle guards.

Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-16 10:52:02 +00:00
Cyrus Leung
ec17bdd894 [Renderer] Move InputPreprocessor into Renderer (1.5/2) (#34598) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-15 23:46:33 -08:00
Andreas Karatzas
974d829b05 [CI][Frontend] Return 422 instead of 500 for invalid Anthropic tool_choice (#34590) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-15 20:06:48 -08:00
Isotr0py
91ac5d9bfd [CI/Build] Enable tests for recent day-0 new models (#34585) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-15 18:17:04 -08:00
Isotr0py
71cd89264f [MM Encoder] Add Triton ViT attention backend (#32183) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-15 06:32:47 -08:00
haosdent
79f3fab05a [Bugfix] Handle num_expert_group=None in flashinfer block-scale FP8 MoE (#34494) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-02-14 23:25:46 -08:00
Thomas Parnell
d5fe3f702c [Hybrid] Enable mamba prefix cache "align" mode with async scheduling (#33997) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2026-02-14 13:15:56 -08:00
Cyrus Leung
73391a1baa [Renderer] Move InputPreprocessor into Renderer (1/2) (#34510) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2026-02-14 10:14:21 -08:00
Andreas Karatzas
b3c14229b0 [ROCm][CI] Guard sparse MLA backend imports for ROCm compatibility in tests (#34538) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-14 07:32:09 -08:00
Christian Pinto
342a7cda2d [Misc] Update tests and examples for Prithvi/Terratorch models (#34416) 
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-02-13 23:03:51 -08:00
Kata Coder
d1ea65d0a1 [new model] add COLQwen3 code & Inference (#34398) 
Signed-off-by: craftsangjae <craftsangjae@gmail.com>
Signed-off-by: katacoder <craftsangjae@gmail.com>
 2026-02-14 12:15:19 +08:00
Andreas Karatzas
de42abb366 [CI] Heavy refactoring of Voxtral multimodal audio model tests (#34294) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-13 20:04:29 -08:00
Harry Huang
c027541eaf [Hybrid] Enable spec decoding in mamba cache align mode (#33705) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
 2026-02-13 13:02:28 -08:00
Ben Browning
fd267bc7b7 [Bugfix]: Fix structured output in multi-turn gpt-oss (#34454) 
Signed-off-by: Ben Browning <bbrownin@redhat.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-02-13 11:12:48 -08:00
Wei Zhao
59d53066d8 [Feature] Support CPU Offloading without Pytorch Pinned Memory that leads to doubled allocation (#32993) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-02-13 08:11:26 -08:00
Roger Wang
1dae7b7843 [Bugfix] Exclude language_model_only key from MM AOT compile hash but include in model one (#34508) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-02-13 13:59:00 +00:00
Ilya Boytsov
071d863e20 Extend ColBERT support to non-standard BERT backbones (#34170) 
Signed-off-by: Ilya Boytsov <ilya.boytsov@aleph-alpha.com>
 2026-02-13 09:53:09 +00:00
Wentao Ye
3d2a026fd0 [Feature] Pipeline Parallel Async send/recv, 2.9% E2E throughput improvement (#33368) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2026-02-13 16:38:16 +08:00
Aaron Hao
dddbff4624 [Core] Move pause and resume functions into engine (#34125) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Signed-off-by: hao-aaron <ahao@anyscale.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-02-13 00:15:10 -08:00
Marek Michalowski
742d214d6e [Bugfix] fix the import path in moe test utils.py (#34245) 
Signed-off-by: Marek Michalowski <marek.michalowski@arm.com>
 2026-02-13 00:13:45 -08:00
haosdent
4137c5dfa7 [Bug Fix] Fix MambaManager.cache_blocks() crash on null blocks in align mode (#34418) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-02-13 00:13:22 -08:00
myselvess
bcf0731aa0 [New Model] support new model ovis2.6 (#34426) 
Signed-off-by: myselvess <23743269+myselvess@users.noreply.github.com>
 2026-02-13 00:12:45 -08:00
Cyrus Leung
2f308214c0 [Refactor] Pass full VllmConfig to Renderer (#34485) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 22:48:38 -08:00
Cyrus Leung
1b4e8e53f8 [CI/Build] Fix CUDA re-initialization error in distributed model tests (#34491) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-13 06:43:53 +00:00
Cyrus Leung
372b2e762a [Bugfix] Standardize getting number of image patches/tokens (#34358) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 20:47:01 -08:00
Andreas Karatzas
6afa587d31 [ROCm][CI] Fix serving tokens test failures (#34047) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-13 11:27:53 +08:00
Cyrus Leung
ea5ff3a1f6 [Refactor] Simplify BOS/EOS token handling (#34435) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 18:18:24 -08:00
Cyrus Leung
fc22cae4ac [CI/Build] Update video URLs for testing (#34446) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 18:15:36 -08:00
Yanan Cao
96161fe978 [Kernel] [Helion] [4/N] Add silu_mul_fp8 Helion kernel (#33373) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2026-02-12 18:13:12 -08:00
Alec S
be7370daf3 [Frontend] Enable generic structured_outputs for responses API (#33709) 
Signed-off-by: Alec Solder <alecs@fb.com>
Co-authored-by: Alec Solder <alecs@fb.com>
 2026-02-12 16:15:48 -08:00
amitz-nv
f120bd42d3 [Kernel] Support Flashinfer trtllm fused MoE non gated FP8 & NVFP4 (#33506) 
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
 2026-02-12 13:06:58 -08:00
Patrick von Platen
6c0baee610 [Voxtral Realtime] Refactor & Improve buffering logic (#34428) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-02-12 09:46:43 -08:00
Patrick von Platen
1100a97621 [Voxstral Realtime] Enable tests (#33803) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2026-02-12 09:43:24 -08:00
Isotr0py
becbe24808 [Bugfix] Remove broken raw url GGUF model loading support (#34433) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-12 09:40:01 -08:00
Matthew Bonanni
f2c47886fd [Attention] Add FlashInfer Sparse MLA backend (#33451) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2026-02-12 17:21:54 +00:00
Cyrus Leung
fb455ed547 [V0 Deprecation] Remove code related to per-request logits processors (#34400) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 20:44:28 +08:00
Cyrus Leung
b96f7314b4 [Refactor] Pass Renderer to Input Processor (#34329) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-11 19:38:11 -08:00
Michael Goin
ff1f83b056 [Refactor] Replace activation: str with MoEActivation enum (#33843) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
 2026-02-11 17:29:32 -08:00
Wei Zhao
5aff2699bd Fix CI failure - Flashinfer Kernel tests (#34316) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
 2026-02-11 14:17:16 -08:00
Raushan Turganbay
527ca32197 [Bugfix] Fix more multimodal tests for transformers V5 (#34334) 
Signed-off-by: raushan <raushan@huggingface.co>
 2026-02-11 22:02:05 +01:00
Junseo Park
5458eb835d [Bugfix] send None sentinel on final commit so server properly sends transcription.done (#33963) 
Signed-off-by: pjs102793 <pjs102793@naver.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-02-11 21:01:53 +00:00
TJian
5001211369 [ROCm] [CI] fix test_unrecognized_env (#34350) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2026-02-11 18:50:44 +00:00
Rohan Potdar
fd618871b4 [Bugfix]: Fix ROCm fusion attn test; use AttentionBackend utils to create kv cache (#33948) 
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
 2026-02-11 11:12:05 -05:00
Harry Mellor
67a42b5a44 Don't try and run GLM-ASR with remote code (#34352) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-11 08:09:40 -08:00
Lucas Wilkinson
c7914d30f9 Reapply [Attention][FA3] Update FA3 to include new swizzle optimization (#34043) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-02-11 07:07:56 -08:00
Adam Binford
1b8756562e Responses harmony system message structured (#34268) 
Signed-off-by: Adam Binford <adamq43@gmail.com>
 2026-02-11 05:14:28 -08:00
Linda
275e0d2a99 [NVIDIA][test] Tests for flashinfer TRTLLM BF16 MoE (#33715) 
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
 2026-02-11 12:38:11 +00:00