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5719a4e4e601fb91274294d25370b7aad656d629
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4517 Commits

Author SHA1 Message Date
Kata Coder
5719a4e4e6 [Frontend] Support multimodal inputs for late-interaction scoring (ColQwen3) + NewModel: nvidia/nemotron-colembed (#34574) 
Signed-off-by: craftsangjae <craftsangjae@gmail.com>
 2026-02-20 20:01:40 -08:00
pougetat
11be2c74dc [Realtime] Add Qwen3-ASR realtime streaming support (#34613) 
Signed-off-by: Thomas Pouget-Abadie <thomaspou@microsoft.com>
Co-authored-by: Thomas Pouget-Abadie <thomaspou@microsoft.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
 2026-02-20 19:59:42 -08:00
Xin Yang
7a5adad480 [Kernel] Optimize sample_recovered_tokens_kernel (#34974) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-02-20 19:59:06 -08:00
Yanan Cao
9d7577b2bd [Kernel] [Helion] [9/N] Canonicalize GPU variant names to base model names (#34928) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-20 19:55:51 -08:00
Ryan Rock
0632ed8778 [AMD][CI] Fix test_custom_allreduce for A100 testgroup (#34735) 
Signed-off-by: Ryan Rock <ryan.rock@amd.com>
 2026-02-20 21:33:04 +00:00
Lucas Wilkinson
aaefc58ee0 [CI] Revert PRs 34818 and 33600 (#34979) 2026-02-20 13:25:50 -08:00
Wei Zhao
f24b2de3d3 [Test] Add FP8 KV Cache Testing for MLA Backends (#34473) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
 2026-02-20 18:51:58 +00:00
Yanan Cao
a6d0299c75 [Kernel] [Helion] [6/N] Add num_tokens dimension to silu_mul autotuning and dispatching (#34185) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2026-02-20 08:36:51 -08:00
Xin Yang
b1c4f0b265 [Kernel] Optimize grouped topk kernel (#34206) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-02-20 01:34:45 -08:00
Micah Williamson
f5432e35a3 [ROCm][CI] Loosen RemoteOpenAIServer Startup Timeout (#34922) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-02-20 05:37:49 +00:00
rasmith
0c1dc42748 [CI][AMD][BugFix][P/D] Add default_vllm_config to test_moriio_connector.py so tests pass (#33739) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2026-02-19 21:32:40 -08:00
Varun Chawla
676f82ae81 Add validation to reject non-text content in system messages (#34072) 
Signed-off-by: Varun Chawla <varun_6april@hotmail.com>
 2026-02-19 21:30:33 -08:00
Matthias Gehre
4e2c7caf2d [Bugfix] Add regression test for MoE quant_config under torch.compile (#34335) 
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
 2026-02-20 13:27:26 +08:00
Matthew Bonanni
662205d34e [Bugfix] Fix Basic Models Test (#34818) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-02-19 14:49:07 -08:00
Cyrus Leung
23210a911e [CI/Build] Try to make beam search test less flaky (#34885) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-19 19:16:58 +08:00
Cyrus Leung
1391378861 [Bugfix] Fix edge case in UUID data parsing (#34884) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-19 02:24:30 -08:00
Andreas Karatzas
f6220f9877 [ROCm][Test] Fix beam search determinism failures from batch-size-dependent FP divergence and removed wrong marker (#34878) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-19 08:25:26 +00:00
Tal Nir
f75b61a9e9 [Voxtral Realtime] Fix engine crash on empty multimodal embeddings (#34862) 
Signed-off-by: Tal Nir <tal@nervexneurotech.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-18 23:21:47 -08:00
Jaeyeon Kim(김재연)
9681068cf9 [Frontend] Fix reasoning_tokens for text-based parsers in Responses API (#33513) 
Signed-off-by: Jaeyeon Kim <anencore94@gmail.com>
 2026-02-18 23:16:41 -08:00
rasmith
2b84ac669c [CI][AMD][BugFix] Use torch.testing.assert_close instead of assert torch.allclose in test_rocm_skinny_gemms.py (#34181) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2026-02-18 23:10:19 +00:00
Aaron Hao
e99ba957ec [BUG] Fixing Weight Sync unit test (#34841) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
 2026-02-18 17:20:10 -05:00
Kyle Sayers
64ac1395e8 [Docs] Clean up speculators docs (#34065) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2026-02-18 13:48:11 -08:00
Cyrus Leung
61cf087680 [Bugfix] Fix lora tests (#34834) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-02-18 13:22:31 -08:00
Wenlong Wang
847a57cd12 [Bugfix][MoE Kernel] Fix incorrect routing selection for models without expert groups (e.g., MiniMax-M2.1) (#34673) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-02-18 13:03:24 -08:00
rasmith
fcd6ac97ed [CI][AMD][BugFix] Skip tests in test_unquantized_backend_selection that should not run on ROCm (#34655) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2026-02-18 15:00:40 -05:00
Michael Goin
caeb887bf6 [Bugfix] Fix NVFP4 TRTLLM MoE non-gated support; add gsm8k for Nemotron-3-Nano FP8+NVFP4 (#34725) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-02-18 09:39:22 -08:00
Burkhard Ringlein
e24663c5a9 Add unit tests for fp8 output fusion of triton_attn (#34228) 
Signed-off-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-02-18 06:22:49 -05:00
ElizaWszola
a88b3be7c4 [Bugfix] Fix quant RMS norm fusion for quantization with TMA-aligned scales (#33255) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-02-17 23:35:04 -08:00
Cyrus Leung
30ebe0dc3c [CI/Build] Remove use of skip_v1 (#34699) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-18 12:19:11 +08:00
Andreas Karatzas
cef65f0715 [ROCm][CI] Removed hard-coded attn backend requirement for Qwen VL (#34753) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-18 03:59:53 +00:00
Russell Bryant
6f3b2047ab [Core] Fix SSRF bypass via backslash-@ URL parsing inconsistency (#34743) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: isotr0py <2037008807@qq.com>
 2026-02-18 03:53:35 +00:00
Cyrus Leung
a0d8d944e2 [Renderer] Move MM Hash parsing into Renderer (#34711) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-17 19:18:55 -08:00
Jongseok Park
c656ba3b4d [Kernel] Triton-based Top-k and Top-p sampler kernels (#33538) 
Signed-off-by: js_park <cakeng@naver.com>
Signed-off-by: Jongseok Park <37990712+cakeng@users.noreply.github.com>
Signed-off-by: Sunga Kim <sunga.kim@berkeley.edu>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Sunga Kim <sunga.kim@berkeley.edu>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-02-17 23:14:30 +00:00
Flora Feng
1e4a084c8e [CI] Fix flaky test_parsable_context (#34717) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-02-17 18:42:52 +00:00
Richard Zou
7967e854da [BugFix] Fix sp tests (#34716) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2026-02-17 17:07:56 +00:00
almayne
6bd6d0c3c1 Fixed whisper CPU test that does not spawn properly. (#34324) 
Signed-off-by: Anna Mayne <anna.mayne@arm.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-02-17 06:46:23 -08:00
Cyrus Leung
574fe75245 [Renderer] Move InputPreprocessor into Renderer (2/2) (#34560) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-17 05:29:01 -08:00
junuxyz
c61a98f529 [CI][BugFix] ShellCheck cleanup to remove baseline and preserve runtime behavior (#34514) 
Signed-off-by: junuxyz <216036880+junuxyz@users.noreply.github.com>
 2026-02-17 12:22:56 +00:00
kourosh hakhamaneshi
c464b57374 [Ray] Propagate third-party env vars to Ray workers via prefix matching (#34383) 
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-02-17 01:08:42 -08:00
haosdent
b68fd899d1 [Bugfix] Fix fused MoE int32 overflow in stride*offset without perf regression (#34507) 
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-02-16 17:58:49 -08:00
Nicolò Lucchesi
6cc403e67d [Bugfix][CI] Fix flaky entrypoints/openai/test_response_api_with_harmony.py::test_function_calling[openai/gpt-oss-20b] (#34624) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-02-16 16:11:07 +00:00
Almog Tavor
72d5951d02 [Bugfix] Treat generation_config max_tokens as default not ceiling (#34063) 
Signed-off-by: almogtavor <almogtavor@gmail.com>
 2026-02-16 07:58:24 -08:00
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