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5466 Commits
Author SHA1 Message Date
wang.yuqiandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> d37e25ffbe [Frontend] Consolidate Speech to Text entrypoints. (#42370) 
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>
 2026-05-12 07:06:57 +00:00
ZiTian Zhao 630492da30 [Fix] Gemma4 Mixed-Resolution Image Co-Batching Crash (#42217) 
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
 2026-05-12 03:13:03 +00:00
Wentao YeNick Hillmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		d7af6b34d8 [Model Runner V2] Bug fix: logprob dtype int64/int32 issue (#41761) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-05-11 21:55:43 +00:00
wang.yuqi a0dc7a0f36 [CI] Consolidate Speech to Text tests (#42274) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-05-11 19:50:17 +00:00
frida-anderssonMarkus HartikainenCursorChuan LiLuka GovedičFrida AnderssonTJian
 		a721315488 [ROCm][Perf] Fix RMSNorm+Quant fusion for gfx950 (non-fnuz) (#41825) 
Signed-off-by: Frida Andersson <fanderss@amd.com>
Signed-off-by: Chuan Li <chuali@amd.com>
Co-authored-by: Markus Hartikainen <markus.hartikainen@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Chuan Li <chuali@amd.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Frida Andersson <frida-andersson@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2026-05-11 15:00:51 -04:00
Hexiang Wang 7863fff6e5 [ROCm][DSv4] implement flash sparse mla with triton kernels (#41812) 
Signed-off-by: whx-sjtu <xiaowang990929@gmail.com>
 2026-05-11 09:27:11 -07:00
Wentao Ye 0d453e2336 [Perf] Batch invariance with Cutlass fp8 support, 28.9% E2E latency improvement (#40408) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-05-11 12:20:58 -04:00
Martin Hickeyandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 4955990f1b [kv_offload] Move FilterReusedOffloadingManager logic to CPUOffloadingManager (#41727) 
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-05-11 18:09:29 +03:00
Thien TranandYongye Zhu 724ed2fc35 [DSv4] Improved dequant gather K cache kernel (#42236) 
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
 2026-05-11 10:41:12 -04:00
Rohan PotdarandElizaWszola a51376b3f0 [Performance][DSR1]: Fused RoPE+KVCache+q_concat for MLA (#40392) 
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
 2026-05-11 14:10:50 +00:00
Noa Neria ac062147fa Avoid silent weights corruption when loading Nemotron Nano VL with reusable-buffer loaders like runai distributed streaming (#42244) 
Signed-off-by: Noa Neria <nneria@nvidia.com>
 2026-05-11 12:03:14 +00:00
Chauncey 617239b70c [Frontend]Responses API supports chat_template_kwargs (#42272) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-05-11 11:59:39 +00:00
Nicolò Lucchesi 5672d100ed [KV Connector][NIXL][Bugfix] Fix NIXL handshake failures not honoring kv_load_failure_policy (#40364) 
When NIXL handshake fails (e.g., due to compatibility hash mismatch
between prefill and decode instances), requests fail with "engine dead"
error instead of gracefully falling back to local recomputation as configured
by kv_load_failure_policy='recompute'.

Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-05-11 09:37:21 +00:00
Nicolò Lucchesi 770e9bd6b3 [Nixl][PD] Lease renewal TTL KV blocks on P (#41383) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-05-11 09:27:30 +00:00
shaharmor98andmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> f9f770ca0b fix nixl side-channel host selection (#41806) 
Signed-off-by: Shahar Mor <smor@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-05-11 07:40:37 +00:00
Jee Jee Li 05d610e5cd [CI/Build] Reduce LoRA model tests. (#42266) 
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
 2026-05-11 14:49:08 +08:00
wangxiyuan 5536fc0c01 [Misc] Replace mamba_type string literals with MambaAttentionBackendEnum (#41188) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2026-05-11 03:59:36 +00:00
gnovackandgeorge 171019ab19 add fused mhc_post_pre kernel (#41536) 
Signed-off-by: george <george@inferact.ai>
Co-authored-by: george <george@inferact.ai>
 2026-05-10 19:56:52 -07:00
Haoqing Wang 879a8c3180 Fix Molmo2 image token metadata (#42162) 
Signed-off-by: Haoqi Wang <78337154+hqhq1025@users.noreply.github.com>
 2026-05-11 01:19:21 +00:00
bnellnmJackmin801ClaudeRobert ShawRobert ShawJackmin801
 		1b57eb41f2 [MoE] Move various experts classes to fused_moe/experts/ (#41979) 
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Jackmin801 <56836461+Jackmin801@users.noreply.github.com>
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Jackmin801 <56836461+Jackmin801@users.noreply.github.com>
 2026-05-11 07:54:33 +08:00
Ronen Schaffer e175192d33 [KV Offload] Pass ReqContext to touch(), complete_load(), and complete_store() (#41366) 
Signed-off-by: Ronen Schaffer <ronen.schaffer@ibm.com>
 2026-05-10 15:09:25 +03:00
Ethan Feng a2c9d548d7 [Docs] Fix broken local links (#42160) 
Signed-off-by: Ethan Feng <ethan.fengch@gmail.com>
 2026-05-10 01:15:38 -07:00
Mohammad Miadh Angkad efd0e7789d Fix mypy failure on main (#42197) 
Signed-off-by: Mohammad Miadh Angkad <MAngkad.BSDSBA2027@aim.edu>
 2026-05-10 07:55:57 +00:00
abdulrahman-cohereCursor AgentNicolò Lucchesi
 		a5d0a5afba [Frontend][Bugfix] Abort ASR engine requests on cancellation (#41266) 
Signed-off-by: abdulrahman-cohere <abdulrahman.abdulrazzag@cohere.com>
Signed-off-by: <>
Co-authored-by: Cursor Agent <cursor-agent@cursor.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
 2026-05-09 23:51:11 -07:00
Andreas Karatzas f2840120f6 [ROCm][CI] Fix NIXL spec-decode acceptance startup and diagnostics (#41313) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-05-10 14:50:16 +08:00
Dao007forever 3f5bd482f5 [Bugfix][KV Transfer][NIXL] Notify P node on pre-admission rejection to free stranded KV blocks (#41269) 2026-05-09 22:52:09 -07:00
Andreas Karatzas fb1ac806c5 [ROCm][CI] Stabilize ROCm shutdown and distributed compile CI (#41573) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-05-10 03:47:40 +00:00
Christian VanandChristian Van 0d382ecde8 Handle optional bool-or-string CLI args in get_kwargs (#40951) 
Signed-off-by: Christian Van <cvan20191@gmail.com>
Co-authored-by: Christian Van <cvan20191@gmail.com>
 2026-05-09 19:47:21 -07:00
Isotr0py 1029e5ef28 [CI/Build] Use modelscope's international site for regression test (#42176) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-05-09 19:47:09 -07:00
Wang XingranandHongjian Zhang 0b272a6e01 [Bugfix] Fix SP pass for multimodal models and PP+SP residual handling (#33322) 
Signed-off-by: Xingran Wang <wangxingran123456@outlook.com>
Signed-off-by: Hongjian Zhang <hirokenovo@gmail.com>
Co-authored-by: Hongjian Zhang <hirokenovo@gmail.com>
 2026-05-09 19:44:16 -07:00
baonudesifeizhaiandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> bc5fdc1e6a Add NVFP4 all-gather GEMM fusion for AsyncTP (#41882) 
Signed-off-by: roG0d <baonudesifeizhai@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-05-10 01:13:22 +00:00
Wentao Ye ea0e501bb1 [KV Connector] Remove compat support for pre-v0.12.0 constructor signatures without KVCacheConfig (#39832) 
The v0.12.0 release contained initial support for HMA in KV Connectors. As part
of these changes, a KVCacheConfig argument was added to KV connector
constructors. Backwards compatibility support for out-of-tree connectors was
included in this change, with a very prominent warning. See #25712 and #27887.

Since the warning has been around for over 5 months, we can safely remove
the support of it.

Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-05-09 23:39:46 +00:00
Juhi Mittal 7a2b596982 [Quantization] Add ModelOpt NVFP4 W4A16 (4-bit weights, fp16/bf16 activations) support (#41769) 
Signed-off-by: Juhi Mittal <juhim@nvidia.com>
 2026-05-09 21:15:50 +00:00
SoluMilken 25abddc1a5 [BugFix] Fix Gemma4 'layers.0.moe.experts.0.down_proj_packed' KeyError issue (#40708) 
Signed-off-by: SoluMilken <ypiheyn.imm02g@g2.nctu.edu.tw>
 2026-05-09 17:20:44 +00:00
Nicolò LucchesiandZhanqiuHu 171d59ae8d [Bugfix][PD] Fix DSv4 Disaggregated (#41957) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: ZhanqiuHu <zhu@redhat.com>
 2026-05-09 16:48:24 +00:00
Thien Tran 530d371302 [DSv4] Improved fused Indexer Q quant kernel (#41428) 2026-05-09 01:20:32 -07:00
Jee Jee Li ecd0b60aad [LoRA] Initial EP support for LoRA (#40867) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
 2026-05-09 00:31:23 -07:00
Rishapveer Singh f6490a2841 [Bugfix] Preserve leading/trailing whitespace in GLM non-streaming tool parser (#42026) 
Signed-off-by: Rishapveer Singh <singhrishapveer@gmail.com>
 2026-05-08 21:49:15 -07:00
Terrence ZhaoandCursor a2812becd6 [Models] Cohere Eagle + fix to Cohere MoE (#42078) 
Signed-off-by: Terrencezzj <terrence@cohere.ai>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-05-08 21:46:26 -07:00
David Zhenggemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Andreas KaratzasKunshang Ji
 		df2636a9d8 [Bugfix] Fix LOGITPROC_SOURCE_ENTRYPOINT test to use spawn-compatible dist-info registration for XPU/ROCm (#42040) 
Signed-off-by: dqzhengAP <dqzheng1996@gmail.com>
Signed-off-by: David Zheng <153074367+dzhengAP@users.noreply.github.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-05-09 12:32:04 +08:00
haosdent e934e459e6 [CI][Bugfix] Make test_gpt2_cache_hit observable across V1 EngineCore (#42037) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-05-09 11:53:15 +08:00
David Zheng 845ca327ce [Bugfix] Fix test_whisper distributed test process handling (#42038) 
Signed-off-by: dqzhengAP <dqzheng1996@gmail.com>
 2026-05-09 11:37:21 +08:00
Lucas Wilkinson b1728c1e66 [Attention][Cleanup] Remove tree attention (#42121) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-05-08 18:36:19 -07:00
Sumanth R Hegde e3b65a5ba0 [feat] Add explicit /start_weight_update and /finish_weight_update APIs for weight transfer (#39212) 2026-05-08 18:03:33 -07:00
Roy Wang 60851b1d22 [Bugfix][KV Transfer] Reject NixlConnector + expandable_segments:True (#41237) 2026-05-08 16:47:33 -07:00
Michael Goin 8bcd8a260c [Bugfix] Fix FlashInfer CUTLASS MXFP4-MXFP8 MoE by restoring swizzled scale (#42089) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-05-08 15:59:06 -07:00
John Calderon 8a2fc80b84 [CUDA][CUTLASS] Enable cutlass scaled mm for non-compatible sizes (#41868) 
Signed-off-by: John Calderon <jcalderon@nvidia.com>
 2026-05-08 15:58:05 -07:00
David OyandClaude dbd86a67e3 [Bugfix][Gemma4] Fix infinite loop and array boundary issues in tool parser (#41991) 
Signed-off-by: David Oy <david.oy@baseten.co>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-05-08 17:24:37 -04:00
Hiroaki Mikami 90f145aaf7 [Models][Gemma3/Gemma4] Support hidden_act variants in gated MLP (#40588) 
Signed-off-by: Hiroaki Mikami <hiroaki8270+github@gmail.com>
 2026-05-08 11:29:11 -07:00
haosdent 160858cba4 [CI][Bugfix] Surface subprocess output in spawn_new_process_for_each_test (#41943) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-05-08 10:39:37 +02:00