Commit Graph
535 Commits
Author SHA1 Message Date
Cheng Wan db272201a2 [Config] Retire get_global_server_args, and clear the deprecated flags that have a replacement (#38375) 2026-09-08 16:42:12 -07:00
+3 52fecfdf09 support qwen 3.8 flash next (#37500)
Co-authored-by: ch-wan <54331508+ch-wan@users.noreply.github.com>
Co-authored-by: ispobock <26454835+ispobock@users.noreply.github.com>
Co-authored-by: JustinTong0323 <115166877+JustinTong0323@users.noreply.github.com>
Co-authored-by: samuellees <26428561+samuellees@users.noreply.github.com>
Co-authored-by: YAMY1234 <74099316+YAMY1234@users.noreply.github.com>
Co-authored-by: yhyang201 <47235274+yhyang201@users.noreply.github.com>
Co-authored-by: yizhang2077 <25844240+yizhang2077@users.noreply.github.com>
Co-authored-by: zijiexia <37504505+zijiexia@users.noreply.github.com>
Co-authored-by: Shinto C V <cshintov@gmail.com>
Co-authored-by: Julian Huang <huangzhilin.hzl@antgroup.com>
Co-authored-by: Xiaoyu Zhang <1182563586@qq.com>
Co-authored-by: yhyang201 <yhyang201@gmail.com>
2026-09-08 13:56:21 -07:00
DavidLiandClaude Opus 5 5ae4ccb0fd [Bench] Amortize the GDN ReplaySSM decode latency over the flush cycle (#38399)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-09-08 16:38:01 +08:00
Chan ahn dcebe8c473 [Kernel] Add fused MoE Triton configs for Qwen3.8-Flash-Next FP8 on NVIDIA H200 NVL (TP2+EP2) (#38116) 2026-09-07 10:17:55 -07:00
59799a3687 [Simulator] Add high-fidelity CPU-based inference simulator (#33824)
Co-authored-by: zhouhaizhu.zhz <zhouhaizhu.zhz@alibaba-inc.com>
Co-authored-by: LinSiyuan814 <linsiyuan.lsy@alibaba-inc.com>
Co-authored-by: hzh0425 <hzh0425@apache.org>
2026-09-04 11:12:11 +08:00
2bb25dc18b [Speculative Decoding] Add native UNO serving support (#37667)
Co-authored-by: drproduck <drproduck@MacBook-Air-2.local>
Co-authored-by: BBuf <1182563586@qq.com>
2026-09-03 20:08:41 +08:00
Xiaoyu Zhang 397aeca376 fix(benchmark): support Glm4MoeLite in fused MoE tuner (#37623) 2026-09-03 17:21:42 +08:00
Alex NailsandAlison Shao 28262c20df [CI][RFC] Replace black-jupyter with ruff-format (#37210)
Co-authored-by: Alison Shao <a.shao@wustl.edu>
2026-09-02 19:46:08 -07:00
Wes 2d9c64394f Fix reasoning metrics and add TPOT to bench_multiturn (#35443) 2026-09-02 11:28:47 +08:00
valechenandHAI 4944e50e2c [AMD] Add Work-Centric (Lean) Attention: a persistent-CTA decode kernel for long-context serving (#33576)
Signed-off-by: Valerie Chen <valechen@amd.com>
Co-authored-by: HAI <hixiao@gmail.com>
2026-08-28 17:00:44 -07:00
20621aa14b [Model] Support Ling-3.0-flash (BailingMoeV3) (#33561)
Signed-off-by: JustinTong <justintong0323@gmail.com>
Signed-off-by: Xinyuan Tong <xinyuantong.cs@gmail.com>
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
Co-authored-by: 得泽 <zhangkaihong.zkh@antgroup.com>
Co-authored-by: 翎悦 <vito.yy@antgroup.com>
Co-authored-by: 羽癫 <yudian.zy@antgroup.com>
Co-authored-by: tiwei.btw <tiwei.btw@antgroup.com>
Co-authored-by: Liangsheng Yin <hnyls2002@gmail.com>
Co-authored-by: 文赋 <zibin.zb@antgroup.com>
Co-authored-by: JustinTong <justintong0323@gmail.com>
2026-08-26 17:27:23 -07:00
SuperSongandseokwoosong 2511743bd7 [unified-memory] Stop eviction when shared allocation capacity is sufficient (#33091)
Co-authored-by: seokwoosong <seokwoosong@users.noreply.github.com>
2026-08-26 02:06:32 -07:00
Zhiqiang Xie 977412ae61 [HiCache] Buffer-only mode for HiCache host memory layer (#34798) 2026-08-18 19:21:24 -07:00
TobyMint 3adc70bb5e [MoE] Add H20 fp8_w8a8 tuned configs for Qwen3.8 (triton 3.7.1) + fix Qwen3_5MoeForCausalLM tuning (#34795) 2026-08-16 19:41:03 -07:00
ethcheandEthan Che aeee1562e6 [Kernel] Enable Helion backend for Kimi Delta-Attention (#32593)
Co-authored-by: Ethan Che <eche@meta.com>
2026-08-14 22:22:46 -07:00
SII-yangdianandSII-yangdian f2b2b567aa perf(jit_kernel/deepseek_v4): optimize paged_mqa_metadata (#25855)
Co-authored-by: SII-yangdian <yangdian@sii.edu.cn>
2026-08-13 19:00:22 -07:00
ef7208d41d [kernel] add triton moe TMA up support (#33559)
Co-authored-by: undefined <zhouchen.arrebol@jd.com>
Co-authored-by: xq25478 <xq25478@qq.com>
Co-authored-by: xieminghe.simon <xieminghe.simon@jd.com>
Co-authored-by: Xiaoyu Zhang <1182563586@qq.com>
2026-08-13 13:29:32 +08:00
Liangsheng Yin 9d2d737ebf [Benchmark] Remove 22 unmaintained benchmarks (#34520) 2026-08-11 22:24:43 -07:00
11d03eaeef runtime: Add flashinfer rmsnorm + quant fusion support SM90, SM100, SM120- #32994 (#33471)
Signed-off-by: Devashish Lal <devcode@fb.com>
Co-authored-by: Devashish Lal <devcode@fb.com>
Co-authored-by: Xiaoyu Zhang <1182563586@qq.com>
2026-08-09 20:15:03 +08:00
Baizhou Zhang eb31a53338 Revert "Add flashinfer rmsnorm + quant fusion support SM90, SM100, SM120" (#33455) 2026-08-03 19:03:56 -07:00
3960983753 Add flashinfer rmsnorm + quant fusion support SM90, SM100, SM120 (#32994)
Signed-off-by: Devashish Lal <devcode@fb.com>
Co-authored-by: Devashish Lal <devcode@fb.com>
Co-authored-by: Xiaoyu Zhang <1182563586@qq.com>
2026-08-04 08:37:42 +08:00
Liangsheng Yin 558c9bdcc2 [misc] Improve benchmark determinism and dataset API coverage (#33255) 2026-08-02 01:39:50 -07:00
Ho-Ren (Jack) ChuangandClaude Fable 5 e4a40a71f8 [DSA] Q8KV8 FP8 Sparse Prefill on GLM-5.2 & DeepSeek-V3.2: Q8-Path & Shared-Path Optimizations (#31888)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-30 15:15:11 +08:00
Xiaoyu Zhang 1d9c292547 [Kernel] Add inventory guards and clean benchmark layout (#32788) 2026-07-30 09:03:24 +08:00
Xiaoyu ZhangandClaude Opus 4.8 11b0e5c5ad [Kernel] Classification cleanup: unify _jit_ naming, drop empty/model groups, add elementwise (RFC #29630) (#32148)
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-23 13:47:02 +08:00
Xiaoyu ZhangandClaude Opus 4.8 99f636a86f [Kernel] RFC #29630 finale: retire sglang.jit_kernel into sglang.kernels (#32072)
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-23 08:35:09 +08:00
e8e765b9d6 [AMD] Add fused all-reduce RMSNorm per-group quant for Qwen3.5 FP8 (#24651)
Co-authored-by: jacky.cheng <yichiche@amd.com>
Co-authored-by: yctseng0211 <yctseng@amd.com>
Co-authored-by: HAI <hixiao@gmail.com>
2026-07-22 07:33:03 -07:00
03342e7732 Delete sgl-kernel AOT router GEMM and fused A GEMM (#30280)
Co-authored-by: Brayden Zhong <brayden@radixark.ai>
Co-authored-by: root <root@sgl-b300-inference.datacrunch.io>
2026-07-22 08:44:59 +08:00
Bob ChenandZhiqiang Xie 7cd55c6818 [HiCache] Optimize L2 mem allocation when cache miss in L3 (#19320)
Co-authored-by: Zhiqiang Xie <xiezhq@stanford.edu>
2026-07-16 15:00:53 -07:00
Yuan Luoandluoyuan.luo a649b5a9db [KDA] Add FlashInfer SM100 KDA decode + MTP (target_verify) backend (#30113)
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
2026-07-15 15:04:20 +08:00
Xiaoyu ZhangandClaude Fable 5 4aadf94146 [Kernel] Relocate vendored fla and mamba kernel trees to sglang.kernels (RFC #29630, Phase 2.5, 7/7) (#30795)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-15 12:52:15 +08:00
Xiaoyu ZhangandClaude Fable 5 c00131ebaa [Kernel] Migrate linear-attention, MiniMax-sparse and diffusion kernels to sglang.kernels (RFC #29630, Phase 2.5, 6/7) (#30793)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-15 11:21:36 +08:00
702bddcee8 [Model] Add support for JetBrains' Mellum v2 code generation model (#27375)
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Jiminator <69131491+Jiminator@users.noreply.github.com>
Co-authored-by: Alex Nails <alex.nails@radixark.ai>
2026-07-13 22:54:38 -07:00
Brayden Zhongandroot 9756f768a6 Refactor FP4 quantization and remove deprecated JIT kernels (#30448)
Co-authored-by: root <root@sgl-b300-inference.datacrunch.io>
2026-07-14 09:22:07 +08:00
Xiaoyu ZhangandClaude Fable 5 e9ef06c560 [Kernel] Migrate top-level srt/layers stray kernels to sglang.kernels (RFC #29630, Phase 2.5, 3/7) (#30787)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-14 09:20:59 +08:00
zijiexia 50ed4c011f Remove legacy Sphinx docs/ and finish the Mintlify cutover (#28964) 2026-07-13 15:06:08 -07:00
Xiaoyu ZhangandClaude Fable 5 874fc07d9b [Kernel] Migrate scattered quantization kernels to sglang.kernels (RFC #29630, Phase 2.5, 1/7) (#30784)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-13 16:17:01 +08:00
Mick a358abd651 chore: update vlm moe config and tune scripts (#30866) 2026-07-12 08:35:59 +08:00
Xiaoyu ZhangandClaude Opus 4.8 6ed9843b57 [Kernel] Introduce sglang.kernels namespace and migrate scattered triton_ops kernels (RFC #29630, Phase 2) (#30044)
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-10 21:41:08 +08:00
shuwenn 108a183f6b [mem_cache][6/N] refactor: move MHA host-pool into pool_host/mha.py (#30249) 2026-07-08 20:12:52 +08:00
fefc1743a9 Cute-DSL FP8 MQA logits (#25220)
Co-authored-by: Mindy Li <11663212+limin2021@users.noreply.github.com>
Co-authored-by: Brayden Zhong <brayden@radixark.ai>
2026-07-06 23:34:07 -07:00
Chetan Kumar VermaandMa Mingfei b3ab56545b Add Accuracy Benchmark for OCR models (#25364)
Co-authored-by: Ma Mingfei <mingfei.ma@intel.com>
2026-07-06 16:18:43 +08:00
Xiaoyu Zhang b276a9acee chore: cleanup garbage code (#29770) 2026-07-02 16:14:01 +08:00
Liangsheng Yin 909123ddb8 [misc] Use --cuda-graph-max-bs-decode in tests, examples, and docs (#29591) 2026-06-28 18:38:28 -07:00
Aditya KamatandMick 1589603114 model: support baidu unlimited-ocr (#29186)
Co-authored-by: Mick <mickjagger19@icloud.com>
2026-06-27 23:36:19 +08:00
Xinyuan Tong 7c23d2255a [minimax-m3] Split 1/4: sparse attention ops + JIT kernels + config foundation (#28712) 2026-06-22 13:10:43 -07:00
giang_ng_tr b36360dc5b [AMD][Perf] Split-KV flash-decode attention for EAGLE target-verify (Triton backend) (#27382) 2026-06-18 19:11:10 -07:00
Yuan Luoandluoyuan.luo 3340f4e3da [GDN][KDA][mem_cache] int8 checkpoint pool for the linear-attn prefix cache (#28185)
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
2026-06-17 20:41:46 -07:00
huangtingwei b5bcd76a41 [HiCache & JIT Kernel] Refactoring HiCache Write-Back Kernel (#21631) 2026-06-15 19:44:27 -07:00
Mohammad Miadh Angkad 91c63aeb4d Fix stale CUDA graph benchmark and docs refs (#28041) 2026-06-13 21:51:42 -07:00