Commit Graph
11002 Commits
Author SHA1 Message Date
Xinyi Song 1478cdec9f [AMD] Fuse Kimi-K3 attn-residual aggregation (#33599)
HIP Gated changes
2026-08-04 23:20:04 -07:00
Артем СавкинandXiaoyu Zhang d96df7bed5 [Diffusion] Batch GLM-Image AR requests (#30683)
Co-authored-by: Xiaoyu Zhang <1182563586@qq.com>
2026-08-05 08:47:06 +03:00
059269594c [DSV4] Add official DSV4 reasoning effort support (#33140)
Co-authored-by: Xinyuan Tong <xinyuantong.cs@gmail.com>
Co-authored-by: David Orman <ormandj@corenode.com>
2026-08-05 12:50:41 +08:00
Liangsheng Yin 198a3bc29b [Test] Route GEMM backend UTs through real layer modules and weight loaders (#33615) 2026-08-04 20:53:26 -07:00
Liangsheng Yin 1033cae8d5 [CI] Speed up dependency install: dual-ABI Rust ext cache and prevalidation pruning (#33619) 2026-08-04 20:33:48 -07:00
Kaixi 6c05aaae7e [trtllm_mha] perf: Stop allocating per-layer scratch inside the decode CUDA graph (#33063) 2026-08-04 19:27:26 -07:00
4949b5fccf [XPU] Add qknorm_rope support for Flux (#30883)
Co-authored-by: Chandrakant Khandelwal <Chandrakant.Khandelwal@intel.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-08-05 10:12:24 +08:00
gjsheu 5dc4102960 [npu] [bugfix] Fix PD‑disaggregation error (#33523) 2026-08-05 09:54:00 +08:00
a0b04dbe4c feat(grpc): add generation request semantics (#32588)
Signed-off-by: Connor Carpenter <connorc@nvidia.com>
Co-authored-by: ishandhanani <82981111+ishandhanani@users.noreply.github.com>
Co-authored-by: Alex Nails <alex.nails@radixark.ai>
2026-08-04 18:53:45 -07:00
Polisetty V R K Jyothendra VarmaandMa Mingfei d2c405f19d [Intel GPU] DeepSeek V4 8/N: use sgl-kernel implementation of fused_k_norm_rope_flashmla on XPU (#28040)
Signed-off-by: P V R K Jyothendra Varma <polisetty.v.r.k.jyothendra.varma@intel.com>
Co-authored-by: Ma Mingfei <mingfei.ma@intel.com>
2026-08-05 09:28:43 +08:00
211ee64249 [rotary] Rebuild the shared RoPE cache entry when its buffers are dead (#33575)
Co-authored-by: mxz <mxz@fb.com>
Co-authored-by: Lianmin Zheng <lianminzheng@gmail.com>
2026-08-04 17:24:42 -07:00
Liangsheng Yin a0b3f1dde6 [Test] Replace GEMM backend e2e matrices with layer-level unit tests (#33596) 2026-08-04 15:50:41 -07:00
Lianmin Zheng b0fd31ba07 Multiple flexibility fixes for DP attention (#33537) 2026-08-04 15:40:40 -07:00
cctry c8822fd990 Clarify post-capture KV reservation logs (#33598) 2026-08-04 15:06:11 -07:00
FilipandClaude Opus 4.8 19d3f86895 [LoRA] Laguna: per-layer LoRA hidden-dim resolution for packed attention (#30298)
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-08-04 14:48:05 -07:00
Xinyuan TongandAlex Nails a9c3b55435 [Refactor] Keep chat template validation out of ServerArgs dispatcher (#33392)
Co-authored-by: Alex Nails <alex.nails@radixark.ai>
2026-08-04 14:45:47 -07:00
Lianmin Zhengandcctry 34af3ff386 Allow optimistic prefill with L2 hierarchical cache and write-back policy (#33545)
Co-authored-by: cctry <cctry@meta.com>
2026-08-04 13:23:08 -07:00
+26 abddb1c7e9 [Kimi] Support kimi-k3 (#32541)
Co-authored-by: DarkSharpness <76582120+DarkSharpness@users.noreply.github.com>
Co-authored-by: Xiaoyu Zhang <1182563586@qq.com>
Co-authored-by: Mick <mickjagger19@icloud.com>
Co-authored-by: Yuhao Yang <47235274+yhyang201@users.noreply.github.com>
Co-authored-by: Cheng Wan <54331508+ch-wan@users.noreply.github.com>
Co-authored-by: Ke Bao <ispobaoke@gmail.com>
Co-authored-by: Baizhou Zhang <sobereddiezhang@gmail.com>
Co-authored-by: Chunan Zeng <zcnrex@gmail.com>
Co-authored-by: Khoa Pham <khoa.pham@radixark.ai>
Co-authored-by: Ziyi Xu <ziyi.xu@radixark.ai>
Co-authored-by: Zijie Xia <37504505+zijiexia@users.noreply.github.com>
Co-authored-by: Yuwei An <ayw.sirius19@gmail.com>
Co-authored-by: zhangxiaohao <1024393531@qq.com>
Co-authored-by: Yangmin Li <yangminl@nvidia.com>
Co-authored-by: Julien Lin <jullin@nvidia.com>
Co-authored-by: Hao Phan <htphan@nvidia.com>
Co-authored-by: Thomas Wang <1am9trash@gmail.com>
Co-authored-by: RolaoDenthu <xinyisong0111@gmail.com>
Co-authored-by: pigeonsoup <32922982+pigeonsoup@users.noreply.github.com>
Co-authored-by: HaiShaw <hixiao@gmail.com>
Co-authored-by: Xinyuan Tong <115166877+JustinTong0323@users.noreply.github.com>
Co-authored-by: Pranjal Shankhdhar <pranjal.ssh@gmail.com>
Co-authored-by: Lee Nau <lee.nau@gmail.com>
Co-authored-by: HMING <126185151+Hearum@users.noreply.github.com>
Co-authored-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Byron Hsu <byronhsu1230@gmail.com>
Co-authored-by: Byron Hsu <byron+per@periodiclabs.ai>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Thomas Wang <thomawan@amd.com>
Co-authored-by: Xinyi Song <86638975+RolaoDenthu@users.noreply.github.com>
Co-authored-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
Co-authored-by: Cheng Wan <cheng.wan@radixark.ai>
Co-authored-by: BBuf <xiaoyu.zhang@radixark.ai>
Co-authored-by: Hanming Lu <hanminglu@meta.com>
Co-authored-by: Xinyi Song <xinyis10@illinois.edu>
2026-08-04 13:22:49 -07:00
Xingyu Liu aa06433709 Avoid TRTLLM prefill output copy (#33306) 2026-08-04 12:54:04 -07:00
38dc2d6cf8 [metrics] Split tokenizer request metrics by stream (#32734)
Co-authored-by: wpc <wpc@devvm23443.cco0.facebook.com>
Co-authored-by: Lianmin Zheng <lianminzheng@gmail.com>
2026-08-04 12:53:52 -07:00
Lianmin Zheng 4794b401d5 [Observability] Add startup, memory, and hybrid SWA diagnostics (#33375) 2026-08-04 12:50:09 -07:00
Lianmin ZhengandJialin Ouyang 5081c063c0 fix(metrics): clear forward occupancy on idle (#33562)
Co-authored-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
2026-08-04 12:49:17 -07:00
Lianmin ZhengandItai Gat dea2be5ae3 [CUDA Graph] Allow custom decode graph runners (#33553)
Co-authored-by: Itai Gat <itaigat.mail@gmail.com>
2026-08-04 12:48:56 -07:00
e76d0acdc9 migrate NPU PR/nightly test cases to a3-560T (#33346)
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: sglang-npu-bot <sglangnpu@163.com>
2026-08-05 01:17:58 +08:00
Xiaoyu ZhangandClaude Fable 5 95d0e57e83 [diffusion] Fuse DiT FFN tanh-GELU into up-proj GEMM (cublasLt epilogue) behind quality=high (Qwen-Image 1024^2 denoise 12.36 -> 12.05 s on H200) (#33536)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-08-04 23:49:43 +08:00
Xiaoyu Zhang 0d0c7d853f [diffusion] FLUX.2 VAE decoder fast path behind quality=high (H200: 1024^2 97.6->29.2 ms, 2048^2 437.2->168.5 ms) (#33451) 2026-08-04 23:48:19 +08:00
Lianmin Zheng 7adf2f4a9a Inline _set_gc into _set_envs_and_config (#33538) 2026-08-04 07:31:56 -07:00
Lianmin ZhengandYinghai Lu d257b58e67 [Router] Report accelerator count in /v1/loads (#33548)
Co-authored-by: Yinghai Lu <yinghai@meta.com>
2026-08-04 05:55:35 -07:00
Lianmin Zheng 8f2a3ad6d7 [mem_cache] Label HiCache host pools and clarify post-capture KV sizing logs (#33445) 2026-08-04 04:21:36 -07:00
jacky.cheng 723c277640 [AMD] [Fix] Enable aiter hd256 FP8 prefill FMHA on gfx950 (#33399) 2026-08-04 02:40:33 -07:00
Xingyu Liu 5e6c37f2b4 [cuda_graph] Gate breakable-CG capture_inputs retention to DP-gather paths (#32678)
Signed-off-by: xingyuliu <charlotteliu12x@gmail.com>
2026-08-04 02:23:34 -07:00
b57721ccf7 Enable post-capture KV sizing with DP attention (#33427)
Co-authored-by: cctry <cctry@meta.com>
Co-authored-by: cctry <cctry@fb.com>
2026-08-04 02:20:24 -07:00
Lianmin Zheng 16d3b118a2 Reduce startup log noise and fix Dynamo / CUDA-graph edge cases (#33428) 2026-08-04 02:19:56 -07:00
Liangsheng Yin b6d548afd7 [Fix] Resolve VLM test image placeholders from the model's own chat template (#33509) 2026-08-04 02:01:39 -07:00
ashwini rathiandMa Mingfei 53804d609c [CI][XPU] Stabilize XPU CI: pin UMD/IGC, retry infra flakes, right-size EAGLE3 (#32438)
Co-authored-by: Ma Mingfei <mingfei.ma@intel.com>
2026-08-04 16:28:52 +08:00
Kan WuandClaude Fable 5 17d19081d9 [mm] sglang-mm: server vision pipeline core (fetch/driver/pipeline) + Qwen VL (#32364)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-08-04 00:47:00 -07:00
Vladislav NosivskoyandXinyuan Tong 154f0ac662 Fix DSpark and DP/EP (#33098)
Signed-off-by: Vladislav Nosivskoy <vladnosiv@gmail.com>
Co-authored-by: Xinyuan Tong <115166877+JustinTong0323@users.noreply.github.com>
2026-08-04 00:35:57 -07:00
Alex NailsandClaude Opus 5 bfa4e4a57b [Nemotron] Hoist mamba track-mask host syncs out of the per-layer prefill path (#32589)
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-03 23:58:28 -07:00
weireweireandweireweire 23ea7b6481 Prewarm DSV4 MHC post kernel at model load (#30741)
Co-authored-by: weireweire <20922698+weireweire@users.noreply.github.com>
2026-08-03 23:41:56 -07:00
TobyMintandMick 101bb2327c [diffusion] fix: fix local-path detection for MiniMax-H3 and other non-diffusers models (#33365)
Co-authored-by: Mick <mickjagger19@icloud.com>
2026-08-04 14:03:35 +08:00
Liangsheng YinandMick afc868517b [Perf] Speed up the Kimi-K2.5 vision path and match PIL bicubic in the GPU resize (#33349)
Co-authored-by: Mick <mickjagger19@icloud.com>
2026-08-03 21:57:49 -07:00
Xiaoyu ZhangandClaude Fable 5 c6f2a9c1d4 [diffusion] Restrict request-level quality to two validated tiers: lossless (default) and high (#33453)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-08-04 11:43:16 +08:00
Jinchen HanandMick 614825fd38 [vla] fix: pi05 models does not apply scale factor for language embeddings (#33367)
Co-authored-by: Mick <mickjagger19@icloud.com>
2026-08-04 11:25:54 +08:00
Mick b058dc9106 [diffusion] fix: reject ring parallelism where it would silently miscompute (#33353) 2026-08-04 11:15:23 +08:00
EchO 1e64fc1563 [Fix] Honor FlashMLA natural-log LSE in DCP reduction (#33065) 2026-08-03 19:55:52 -07:00
Khoa Pham 91fae8a72c [DCP] Bound a request by the aggregate KV pool, not one rank's share (#33448) 2026-08-03 19:36:25 -07:00
Oguz UlgenandCheng Wan c113ead98a Bump helion version to 1.4 (#32562)
Co-authored-by: Cheng Wan <54331508+ch-wan@users.noreply.github.com>
2026-08-03 19:10:31 -07:00
Yuwei AnandClaude Opus 5 92087ef4d2 fix(mem_cache): state the MLA KV bound in the DCP index space (#33432)
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-03 19:07:49 -07:00
Baizhou Zhang eb31a53338 Revert "Add flashinfer rmsnorm + quant fusion support SM90, SM100, SM120" (#33455) 2026-08-03 19:03:56 -07:00
Xingyu Liu 572924634b [mem_cache] Build empty-prefix last_loc sentinel on-device to avoid per-call H2D sync (#32575)
Signed-off-by: xingyuliu <charlotteliu12x@gmail.com>
2026-08-03 18:55:03 -07:00