Commit Graph
7686 Commits
Author SHA1 Message Date
qli88 5de1add806 [feature]Add int4 quantization support for emulation moe backend (#48451)
Signed-off-by: Qiang Li <qiang.li2@amd.com>
2026-07-16 02:00:12 +00:00
nemanjaudovic 81e13a0591 [Compilation] Skip x.size(dim) in _decompose_size_nodes (#42543)
Signed-off-by: nemanjaudovic <nudovic@amd.com>
2026-07-15 17:59:14 -07:00
BRIJ RAJ KISHORE f95e3f0edb [Tests] Gate Step3VL under Transformers v5 (#44349)
Signed-off-by: brijrajk <22271048+brijrajk@users.noreply.github.com>
2026-07-15 17:59:10 -07:00
5a65ba5f17 [Refactor] Move iteration logging to the frontend (#46647)
Signed-off-by: maxyanghu <hyoung2991@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Shang Wang <shangw@nvidia.com>
2026-07-15 17:59:05 -07:00
Wentao Ye 2dab187f75 [Perf] Optimize fused_topk_bias for DSv4, 1.5~2x kernel performance improvement (#47463)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-07-15 23:40:55 +00:00
kliuae eb33ff34dd [ROCm][Perf] DSv4 two-stage compressor kernel for HCA prefill (#47718)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
2026-07-15 23:31:51 +00:00
Nicolò Lucchesi 3034c8d389 [CI][PD] Add optional/nightly DSv4 Disaggregated eval (#42310)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
2026-07-15 21:04:54 +00:00
Michael GoinandClaude Fable 5 ecf4aa5ce2 [Bugfix] Fix FlashInfer non-causal draft attention (DFlash/DSpark) on Blackwell (#48167)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-15 12:44:01 -07:00
Giuseppe Grossiandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 1d99f0f421 [ROCm][BugFix] Triton W4A16 handling for GPTQ/AutoGPTQ qzeros layout (#47770)
Signed-off-by: giuseppegrossi <ggrossi@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-07-15 11:55:47 -05:00
Tomasz Zielinskigemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Chendi.Xue
61141ed265 [Hardware][XPU] Register batch-invariant kernels for XPU (#41934)
Signed-off-by: tzielinski-habana <tomasz.zielinski@intel.com>
Signed-off-by: Tomasz Zielinski <85164140+tzielinski-habana@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
2026-07-15 11:19:44 -04:00
Gopala-Krishna Char 5810e884f1 [Model] Add RobertaForTokenClassification / XLMRobertaForTokenClassification (#47991)
Signed-off-by: krishy91 <crgkc.r@gmail.com>
2026-07-15 14:30:33 +00:00
liranschourandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 615834ee58 [KVOffload][P2P] Well-known default host/port env vars and per-DP-rank control port (#47636)
Signed-off-by: Liran Schour <lirans@il.ibm.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-07-15 15:22:56 +03:00
Chaojun Zhang 5811ed6a05 [Test][kv_offload] Fix flaky drain() helper in test_fs_tier.py (#48545)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
2026-07-15 14:53:47 +03:00
c0302d9497 [Bugfix] Fix parallel_tool_calls=null crash in Responses API from_request() (#48098)
Signed-off-by: mahadrehmann <mahadrehman04@gmail.com>
Signed-off-by: Mahad Rehman <114791389+mahadrehmann@users.noreply.github.com>
Co-authored-by: muhammadfawaz1 <135441198+professorsab@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
2026-07-15 18:01:17 +08:00
Turner JabbourandClaude 7aab6e2684 [ROCm][Bugfix] Enable the fp32 head_dtype torch.mm fast path on ROCm (#48688)
Signed-off-by: Turner Jabbour <doubleujabbour@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-07-15 08:18:22 +00:00
9dd2e72828 fix flaky multi example connector consistency (#48206)
Signed-off-by: aarushjain29 <aarushi.jain2@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-15 09:20:34 +02:00
Charlie FuandAndreas Karatzas adce068118 [ROCm][CI] fix test_common.py (#48676)
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-15 06:42:06 +00:00
djramicandAndreas Karatzas b6770d7b54 [ROCm] Run init test engine in-process to avoid KV-cache OOM (#48527)
Signed-off-by: Djordje Ramic <djoramic@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-15 06:39:31 +00:00
aoshen02andOpenAI Codex 3b39fd284a [Bugfix][Spec Decode] Support heterogeneous QK fusion geometry (#48671)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-07-14 22:37:10 -07:00
Russell BryantandClaude 96d2ceda4b [Security] Replace diskcache to eliminate pickle deserialization (#44549)
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-07-14 20:29:24 -07:00
HDCharles 9b2be4e9a5 [Quant] Enable humming w[2-7]a[4,8] inference with compressed-tensors (#46390)
Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
2026-07-14 20:22:31 -06:00
Andreas Karatzas 3ad85e0de4 [CI][AMD] Configure MI300 tests for native execution without DinD (#48387)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-07-15 02:14:16 +00:00
Karthik KothuriandClaude 4f7fffb92f [Core][LoRA] Support fp32 lm_head (head_dtype) on the LoRA path (#48525)
Signed-off-by: Karthik Kothuri <karthikkothuri2009@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-07-15 09:51:09 +08:00
6e073440b1 [ROCm][CI] Remove mxfp4 test skips after amd-quark 0.12 release (#47330)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-15 01:25:05 +00:00
gnovack f7aadae5e5 add pad-aware reduce path (#48385)
Signed-off-by: gnovack <novackgm@gmail.com>
2026-07-14 18:05:50 -07:00
JoanandDakai An 0bd6b85a1f [Bugfix] Preserve unloaded non-persistent buffers during layerwise reload (#44371)
Signed-off-by: Joan Velja <joan.velja22@gmail.com>
Co-authored-by: Dakai An <77474977+andakai@users.noreply.github.com>
2026-07-14 17:46:29 -07:00
aoshen02 3ca242d1b6 [Bugfix][R3] Exclude draft routers from expert capture (#48622)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
2026-07-14 17:45:35 -07:00
Micah Williamson 0f0f28b537 [Bugfix][CI] Fix test_head_dtype quant_method test on ROCm (#48654)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
2026-07-14 18:31:36 -05:00
520a20ba4e [Bugfix] MoRIIO toy P/D proxy: add /health (#45222)
Signed-off-by: Chaemin Lim <chaemin.lim@mangoboost.io>
Signed-off-by: Edwin Lim <edwinlim0919@gmail.com>
Co-authored-by: Edwin Lim <edwin.lim@mangoboost.io>
Co-authored-by: Jaeyoun Kim <jaeyoun.kim@mangoboost.io>
Co-authored-by: Edwin Lim <edwinlim0919@gmail.com>
2026-07-14 22:56:46 +00:00
Matthew Bonanni 313d01f507 [CI][Bugfix] Fix FlashAttention reported MLA dimension support (#48631)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2026-07-14 21:33:02 +00:00
Divakar Verma 05d4f8bba3 [ROCm][CI] fix flashinfer import check (#48647)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
2026-07-14 20:54:19 +00:00
cdaa40d2a8 [KV Offload] Split cpu_cache_usage_perc into write/read usage gauges (#47666)
Signed-off-by: srinivas_oo7 <sklinkedin0120@gmail.com>
Co-authored-by: srinivas_oo7 <sklinkedin0120@gmail.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
2026-07-14 20:13:41 +03:00
adhi29andBen Browning af453e5647 [Bugfix] Gemma4 parser: classify channel-less output consistently in streaming and non-streaming (#48262)
Signed-off-by: Adhithya Balakrishnan <adhithya.b2004@gmail.com>
Co-authored-by: Ben Browning <56071+bbrowning@users.noreply.github.com>
2026-07-14 09:30:16 -04:00
32aef44388 [Bugfix] Include inline per-token-head scales in offloaded page transfer width (#48411)
Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Signed-off-by: Itay Etelis <Itay.etelis@gmail.com>
Signed-off-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <Itay.etelis@gmail.com>
2026-07-14 16:07:26 +03:00
tomerg-nvidiaandNickLucche 7a74a9662b [NIXL] Avoid reading expired blocks in bidirectional turn-2 read (#47021)
Signed-off-by: Tomer Gilad <tgilad@nvidia.com>
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Co-authored-by: NickLucche <nicolo.lucchesi@mistral.ai>
2026-07-14 13:03:41 +00:00
karthik b6754f536e [Model] Enable LoRA support for tower and connector in LlavaNextVideo (#48594)
Signed-off-by: gangula-karthik <gkarthik923@gmail.com>
2026-07-14 20:09:38 +08:00
Juan Pérez de Algaba 793cf79c89 [Bugfix][Security] Fix concurrent sparse invariant race bypassing CVE remediation (#48583)
Signed-off-by: jperezde <jperezde@redhat.com>
2026-07-14 11:08:24 +00:00
Itay EtelisandOr Ozeri f04d3f640e [Test] Enable KV cache events for HMA models in CPU offloading test (#47754)
Signed-off-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
2026-07-14 12:22:27 +03:00
Hoang NguyenandClaude Opus 4.8 038ec293b1 [Bugfix] Return 400 instead of 500 when multimodal data is sent to a text-only model (#48473)
Signed-off-by: Hoang Nguyen Tien <hoang.nguyentien.2601@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-14 08:15:43 +00:00
adsridharandBartosz Stefaniak 894ebb27f5 Add Cosmos3 Edge Reasoner model (#48291)
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
Co-authored-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
2026-07-14 08:14:50 +00:00
Roberto L. CastroandLucas Wilkinson 0762f2afeb [Perf][Feat] Add generic cuteDSL LL BF16 router (GEMM) (#42562)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
2026-07-13 23:01:21 -07:00
Matt Woodson af1f036a70 [Bugfix] Skip minimax_m3 tool parser tests when Rust extension is absent (#48523)
Signed-off-by: Matt Woodson <mwoodson@redhat.com>
2026-07-14 04:43:22 +00:00
95aab66e95 [ROCm][MiniMax-M3][Spec Decode] Support speculative decode with AITER sparse PA (#47984)
Signed-off-by: Tan Pin Siang <tanpinsiang@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Hongxia Yang <hongxia.yang@amd.com>
Co-authored-by: Jun Kang Chow <junkangchow@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-07-14 04:12:53 +00:00
Matthias GehreandAndreas Karatzas 382bbd5144 [ROCm][Kernel] Add HybridW4A16LinearKernel: Triton prefill + HIP skinny decode (#40977)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-13 20:22:00 -07:00
Matthew BonanniandClaude Opus 4.8 c4f5cd60da [1/N] Add dense MHA path for sparse MLA short sequences (#47327)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-14 00:29:56 +00:00
Zhenzhong XuandKunshang Ji 0b0ef8d7eb [Quantization][INC][ARK] Support INT2 XPU WOQ Linear (#47521)
Signed-off-by: Zhenzhong1 <zhenzhong.xu@intel.com>
Signed-off-by: Zhenzhong Xu <zhenzhong.xu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-07-14 08:29:45 +08:00
langzhao-netizenandClaude 8b8af2caf7 [Frontend] Expose logprob_token_ids on Python OpenAI endpoints (#43463)
Signed-off-by: Lang Zhao <lang.zhao@galileo.ai>
Co-authored-by: Claude <noreply@anthropic.com>
2026-07-13 14:40:21 -07:00
Snehlata 7738ef35b8 [Feat] Add Support for BertForMaskedLM to vLLM (#48463)
Signed-off-by: atalhens <sneh.lata@nutanix.com>
2026-07-13 20:56:25 +00:00
Nick Hill 8ac8375270 [Core] Preserve Marconi caching with selective hybrid cache retention (#47782)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-07-13 21:24:20 +01:00
Pavani MajetyandJingyi Yang 7fc97042c3 Add DCP + Eagle support for Tokenspeed MLA backends (#48180)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
Signed-off-by: Jingyi Yang <girasoleyang@gmail.com>
Co-authored-by: Jingyi Yang <girasoleyang@gmail.com>
2026-07-13 11:46:02 -07:00