Commit Graph
5279 Commits
Author SHA1 Message Date
Artem PerevedentsevandGitHub 333529deae [EPLB] Fix replica selection bias in fused_moe router (#40810)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
2026-04-24 22:06:41 +00:00
Zhang JianandGitHub 8825608205 [Bugfix][CI] Fix wrong residual shape in TestFusedAddRMSNorm.example_inputs that causes flaky test (#40629)
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
2026-04-24 16:40:07 -04:00
Shanshan ShenandGitHub b5587e1013 [CI/Build] Add e2e test for ViT CUDA graph (#40780)
Signed-off-by: shen-shanshan <467638484@qq.com>
2026-04-24 18:12:14 +08:00
079a4cf399 [MoE] Move cutlass moe to fused_moe/experts/ (#40574)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-04-24 06:05:49 +00:00
wang.yuqiGitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Cyrus Leung
9744b699ba [Deprecate] Deprecate LLM.reward offline api, use LLM.encode instead. (#40688)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2026-04-24 05:37:50 +00:00
Bugen ZhaoGitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
c662b4359e [Bugfix] Avoid mutating chat_template_kwargs in HYV3ReasoningParser initialization (#40713)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-04-24 13:08:58 +08:00
c9bf77df92 [BUG]: fix HF tokenizer concurrent borrow in tool parsers (#40059)
Signed-off-by: Yifan <yzong@redhat.com>
Co-authored-by: timon0305 <timon0305@outlook.com>
Co-authored-by: sfeng33 <4florafeng@gmail.com>
2026-04-23 18:20:30 -07:00
Doug CamposandGitHub 92762edc53 [Bugfix] Treat <tool_call> as implicit reasoning end in Qwen3 parser (#35687)
Signed-off-by: Doug Campos <qmx@qmx.me>
2026-04-24 09:10:04 +08:00
Benjamin ChislettGitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
626daa2076 [Feat] Unified Synthetic Acceptance Rate for V1 and V2 (#40662)
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>
2026-04-24 00:48:08 +00:00
Nick HillandGitHub fe85a92e86 [Core] Avoid seq_lens_cpu GPU->CPU sync (#40654)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-04-24 00:35:55 +00:00
Sage MooreandGitHub 62b1bbe470 [EPLB] Remove asyncio infrastructure from Async EPLB (#40730)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
2026-04-24 00:21:15 +00:00
447c372ac5 [MoE] Move remaining PrepareAndFinalize to prepare finalize folder (#39009)
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
2026-04-23 20:00:53 -04:00
Matthew BonanniandGitHub cde8d24710 [Spec Decode] Move SpecDecodeBaseProposer out of eagle.py (#40732)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2026-04-23 22:28:27 +00:00
Nicolò LucchesiandGitHub 8824f50f1f [CI] Split disaggregated tests into own test-area (#40623)
Signed-off-by: NickLucche <nlucches@redhat.com>
2026-04-23 23:20:12 +08:00
d0009ddb0b [Model] Support Hy3 preview (#40681)
Signed-off-by: stevenkuang <stevenkuang@tencent.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2026-04-23 22:08:26 +08:00
Richard ZouandGitHub 424033f4fc [Bugfix] Include inductor and functorch configs in compilation cache key (#40627)
Signed-off-by: Richard Zou <zou3519@gmail.com>
2026-04-23 09:52:59 -04:00
BadrBasowidandGitHub 2196bac135 [Compilation] Refactor SiluMul activation+quant Fusion Pass (#39684)
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
2026-04-23 09:10:36 -04:00
liuzhenweiandGitHub 4a79262e0f [UT][Hardware] let torchrun example tests use the default backend (#39879)
Signed-off-by: zhenwei-intel <zhenwei.liu@intel.com>
2026-04-23 16:22:28 +08:00
Nicolò LucchesiandGitHub 9c2492e501 [Misc] Support Human-readable (k/K/m/M..) json cli arg (#40473)
Signed-off-by: NickLucche <nlucches@redhat.com>
2026-04-23 09:42:23 +02:00
Flora FengGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
8317cedc77 [Responses] Add tool_choice/tools validation to match OpenAI behavior (#40399)
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-22 22:46:10 -07:00
fe9c3d6c5f [TurboQuant] enable FA3/FA4 for prefill paths (#40092)
Signed-off-by: 墨楼 <huangzhilin.hzl@antgroup.com>
Co-authored-by: 墨楼 <huangzhilin.hzl@antgroup.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Codex <codex@openai.com>
2026-04-23 07:35:24 +03:00
Lucas KabelaandGitHub b8401a9bf4 [Bugfix] Fix RMS norm + quant fusion on DeepGEMM UE8M0 path for B200 (#40552)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
2026-04-22 22:04:42 +00:00
Honglin CaoandGitHub 9c271f9403 [gRPC] Add standard gRPC health checking (grpc.health.v1) for Kubernetes native probes (#38016)
Signed-off-by: Honglin Cao <Caohonglin317@hotmail.com>
2026-04-22 21:31:00 +00:00
cfa49213d7 [Bugfix][Parser] Fix Mistral pre-v11 tool parser failing on trailing model output (#40531)
Signed-off-by: dougbtv <dosmith@redhat.com>
Signed-off-by: Doug Smith <dougbtv@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
2026-04-22 16:35:00 -04:00
Fynn Schmitt-UlmsGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
29f64c5f5e FlexAttention non-causal support (#40394)
Signed-off-by: Fynn Schmitt-Ulms <fschmitt@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-22 13:22:57 -07:00
Angela YiandGitHub eb6661d522 Fix test_startup.py for torch 2.12 (#40636)
Signed-off-by: Angela Yi <yiangela7@gmail.com>
2026-04-22 19:31:41 +00:00
d622e27d2b [NVFP4] NVFP4 MOE emulation fallback for H100/MI300/MI350, standardize TritonExperts usage for OCP MX emulation (#35737)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Kyle Sayers <kylesayrs@gmail.com>
2026-04-22 08:58:54 -07:00
Nicolò LucchesiandGitHub 33ef1941e2 [Bugfix][CI] Fix v1/kv_connector/unit/test_nixl_connector_hma.py::test_fewer_blocks_with_hma (#40597)
Signed-off-by: NickLucche <nlucches@redhat.com>
2026-04-22 14:21:02 +01:00
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟GitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Jee Jee Li
a250f1bd5f [Bugfix] LoRA for DeepSeek V3.2 (#35077)
Signed-off-by: Hollow Man <hollowman@opensuse.org>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2026-04-22 19:33:50 +08:00
philip-essentialandGitHub 123674879e [Model] Add block-local attention and YaRN for local layers to Gemma3 (#39823)
Signed-off-by: Philip Monk <169196560+philip-essential@users.noreply.github.com>
2026-04-21 23:34:50 -07:00
Carl YandGitHub 4254aeb56f [fix] flaky test_mla_attn_quant_fusion.py (#40530)
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
2026-04-22 06:29:58 +00:00
Or OzeriGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
aad88f8486 [kv_offload+HMA][8/N]: Support multi-group worker transfer (#38453)
Signed-off-by: Or Ozeri <oro@il.ibm.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-22 08:44:00 +03:00
Carl YGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
4506319a28 [compile] mla + group fp8 fusion (#38877)
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-21 23:16:58 -04:00
6f2c71be8f [Multimodal] Add PyAV video backend for concurrent video decoding (#39986)
Signed-off-by: Jaseel Muhammad <jaseel.muhammad@mbzuai.ac.ae>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-04-21 20:14:57 -07:00
rasmithandGitHub 2463f00fb6 [AMD][CI][BugFix] Override normalize_e4m3fn_to_e4m3fnuz for fnuz machines in test_moe_layer_no_parallel (#40550)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
2026-04-22 02:21:02 +00:00
Jhao-Ting ChenandGitHub 46794958f0 test: add nan/inf clamp regression test for fused_topk_bias (#40553)
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
2026-04-22 00:46:53 +00:00
Khushali DesaiandGitHub 6ff8dea075 [Bugfix] avoid warmup if text only expectation in multi_modal run (#40409)
Signed-off-by: khushali9 <khushali.desai9@gmail.com>
2026-04-22 00:19:50 +00:00
96a85c5750 [Startup][UX] Enable CUDAGraph memory profiling by default (#38284)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
2026-04-21 18:16:59 -04:00
9db4650e5e [MoE Refactor] Add more MoE layer tests (#39349)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-04-21 18:12:36 -04:00
bnellnmandGitHub 5e584ce9ec [MoE Refactor] Remove SharedFusedMoE class (#35782)
Signed-off-by: Bill Nell <bnell@redhat.com>
2026-04-21 18:12:12 -04:00
Wentao YeandGitHub 16688b26a6 [Perf] Optimize batch invariant with fused rms norm, 2.1% E2E latency improvement (#40413)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-04-21 19:51:03 +00:00
5544f8c18b [Performance] Add is_reasoning_end_streaming() override to GptOssReasoningParser (#35745)
Signed-off-by: Fergus <fergus.barratt00@gmail.com>
Signed-off-by: fergus barratt <fergus.barratt00@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
2026-04-21 18:31:27 +00:00
Vadim GimpelsonandGitHub 6d85b36a9f Revert #38730 and #38791 (#40032)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
2026-04-21 11:44:11 -04:00
d249a9e90e Add Granite 4.1 Vision as built-in multimodal model (#40282)
Signed-off-by: Artem Spector <artems@il.ibm.com>
Signed-off-by: artemspector <artems@il.ibm.com>
Co-authored-by: artemspector <artems@il.ibm.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-04-21 05:43:39 -07:00
wang.yuqiGitHubCyrus Leungmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
d2e2e856ad [Frontend] Remove frontend pooling multi task support. (#37861)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-21 12:27:44 +00:00
766cb65d00 feat(multimodal): support externally processed mm_kwargs with cache injection (#39502)
Signed-off-by: Krish Hung <krishung5@gmail.com>
Signed-off-by: krishung5 <krish@nvidia.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-21 11:31:09 +00:00
Jhao-Ting ChenandGitHub 28c222157b fix: clamp NaN/Inf in topk_softmax to prevent duplicate expert IDs (#39391)
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
2026-04-21 15:04:41 +04:00
Zeyu ZhangandGitHub 5a94a19824 [Bugfix] Normalize malformed dict prompts that carry token IDs in prompt (#40339)
Signed-off-by: Alchuang22-dev <2584829494@qq.com>
2026-04-21 07:44:36 +00:00
0e884fe638 [Bugfix] Fix _CONFIG_REGISTRY types getting wrong config class when on-disk model_type differs (#39554)
Signed-off-by: Misa <misaAle@users.noreply.github.com>
Signed-off-by: Misael Casarez <misacasa@amazon.com>
Co-authored-by: Misael Casarez <misacasa@amazon.com>
2026-04-20 19:04:48 -07:00
fe5c115ee4 [vLLM IR] Add IR op testing and benchmarking infrastructure (#40167)
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Theresa Shan <Theresa.Shan@amd.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-21 00:23:03 +00:00