Commit Graph
75 Commits
Author SHA1 Message Date
Mohammad Miadh Angkad 9791fc7090 Add configurable FlashInfer autotune skips (#31389) 2026-07-25 11:17:58 -07:00
YAMY de816e1eb5 [Disagg][StagingBuffer][1/2] Robustness and failure handling (#31217) 2026-07-24 17:22:55 +08:00
Brayden Zhong e7511141ea Support CuteDSL GEMM BF16 on SM100 on by default when allowed by heuristic (#30567) 2026-07-22 14:13:12 -07:00
0a6d1930c3 [Attention Backend] Add HPC-Ops attention backend (#30540)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Halcyon <56064364+VAthree@users.noreply.github.com>
2026-07-22 22:06:22 +08:00
dcd9014f15 [AMD][MXFP4] Reland "Online MXFP4 quantization 2/N - FP8 to MXFP4 requantization on AMD GPUs" (#28291)
Co-authored-by: Bowen Bao <bowenbao@amd.com>
Co-authored-by: HAI <hixiao@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-07-21 02:50:23 -07:00
b8ec544946 [DSA] Integrate Q8KV8 FP8 Sparse MLA Prefill into the DSA Backend (DeepSeek-V3.2) (#30514)
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Xiaoyu Zhang <1182563586@qq.com>
2026-07-19 11:58:16 +08:00
Brayden Zhong 238b2b2c9c Remove QServe and FBGEMM FP8 quantization (#31109) 2026-07-17 17:10:34 -07:00
Sam (Kesen Li) ec6a3163b7 [Feature] Add FP4 KV Cache Design and support SM120 GPUs (#21601) 2026-07-17 14:49:43 -07:00
Brayden ZhongandBrayden Zhong 7fc3fb9657 Remove deprecated Mamba flags from doc, wrong FP8 GEMM docstrings and change Nemotron image to 0.5.15 (#31094)
Co-authored-by: Brayden Zhong <brayden@radixark.ai>
2026-07-17 14:34:29 -07:00
Junlin Wu bbd2a3fe4a ✨ [llm][npu][quant] Add W4A4 MXFP4 quantization support for Qwen3 Dense on Ascend NPU (#23795) 2026-07-17 09:06:30 +03:00
Jun LiuandXinyuan Tong d2b1243be0 docs: document CUDA crash dump output (#31333)
Co-authored-by: Xinyuan Tong <xinyuantong.cs@gmail.com>
2026-07-15 22:18:36 +08:00
Артем Савкинandronnie_zheng 8ed82afcc8 [MoE Refactor] [NPU] Refactor Ascend MoE implementation to reduce code duplication and align with community design (#25663)
Co-authored-by: ronnie_zheng <zl19940307@163.com>
2026-07-15 14:59:42 +03:00
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
zijiexia 50ed4c011f Remove legacy Sphinx docs/ and finish the Mintlify cutover (#28964) 2026-07-13 15:06:08 -07:00
Liangsheng Yin e2728ac504 [Spec] Remove dead padded_static_len and stale SGLANG_ENABLE_SPEC_V2 references (#30998) 2026-07-13 15:30:31 -05:00
xutizhou eb31b5310c Support Waterfill with MegaMoE backend (#27350) 2026-07-13 03:56:46 -07:00
Chenchen HongandXiaoyu Zhang e3ceccf781 [dLLM] Make FDFO a framework capability for all dLLM algorithms (#27551)
Co-authored-by: Xiaoyu Zhang <1182563586@qq.com>
2026-07-11 11:05:05 +08:00
YAMY 2e4d6368c3 [GDN] Auto-select FlashInfer GDN prefill on validated SM100 configs (#29734) 2026-07-10 00:26:00 +08:00
Mohammad Miadh Angkad 666a09fe2a Disable multi-threaded load by default when prefetch is on (#30146) 2026-07-09 00:28:53 -07:00
Junlin Wuandronnie_zheng 3abdbab9bb ✨ [llm][npu][quant] Add W4A8 MXFP quantization support for Qwen3 Dense on Ascend NPU (#23650)
Co-authored-by: ronnie_zheng <zl19940307@163.com>
2026-07-06 19:23:26 +03:00
Cheng Wanandlch1475369 4a8e76805c feat(mem_cache): unified memory pool for hybrid Mamba / SWA models (#29678)
Co-authored-by: lch1475369 <lch1475369@gmail.com>
2026-07-01 13:21:59 -07:00
Trevor Morris b8c25bfaa7 [NVIDIA] Support flashinfer a2a with flashinfer_trtllm_routed moe (#22394) 2026-06-29 16:23:58 -07:00
Cheng Wanandlch1475369 fc96edd297 feat(mem_cache): page-major (layer-major within a page) KV/state layout (#29533)
Co-authored-by: lch1475369 <lch1475369@gmail.com>
2026-06-29 14:49:54 -07:00
danielafrimiandDaniel Afrimi a2b5ce2ed1 Add stochastic rounding for FP16 Mamba SSM cache (#26929)
Signed-off-by: Daniel Afrimi <dafrimi@login-lyris01.lyris.clusters.nvidia.com>
Co-authored-by: Daniel Afrimi <dafrimi@login-lyris01.lyris.clusters.nvidia.com>
2026-06-29 01:47:09 -07:00
Liangsheng Yin 909123ddb8 [misc] Use --cuda-graph-max-bs-decode in tests, examples, and docs (#29591) 2026-06-28 18:38:28 -07:00
b030b1a5f3 hisparse: support NIXL DRAM KV destinations for HiSparse (#27563)
Co-authored-by: Zhangheng <hzh0425@apache.org>
Co-authored-by: Shangming Cai <csmthu@gmail.com>
2026-06-27 22:32:29 +08:00
jonah-bermanandXinyuan Tong 2f34dbe372 Add native Exa-backed web_search support (#29342)
Co-authored-by: Xinyuan Tong <115166877+JustinTong0323@users.noreply.github.com>
2026-06-27 14:41:09 +01:00
cfc0a0e0e0 Add Intel Quantization Support in SGLang (#18139)
Signed-off-by: Mengni Wang <mengni.wang@intel.com>
Signed-off-by: WeiweiZhang1 <weiwei1.zhang@intel.com>
Co-authored-by: Peng Zhang <aniz1905@gmail.com>
Co-authored-by: Ma Mingfei <mingfei.ma@intel.com>
Co-authored-by: Weiwei <weiwei1.zhang@intel.com>
2026-06-26 09:54:35 +08:00
Brayden ZhongandBrayden Zhong f82addd4a8 Support online MXFP8 quantization for ungated MoE (#27939)
Co-authored-by: Brayden Zhong <brayden@radixark.ai>
2026-06-24 16:58:48 -07:00
zijiexiaandClaude Opus 4.8 dd2d919e21 [Docs] Fix mem-fraction-static default and document how it is computed (#29135)
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-24 08:05:06 +00:00
Trevor Morris f74a1722e6 [NVIDIA] Support TF32 matmul to improve MiniMax gate gemm performance (#22744) 2026-06-23 14:54:54 -07:00
99c18cceec Sync server arguments and environment variables + update various documentation (#28674)
Co-authored-by: Brayden Zhong <brayden.zhong@radixark.ai>
Co-authored-by: zijiexia <37504505+zijiexia@users.noreply.github.com>
2026-06-22 10:23:46 -07:00
Oguz Ulgen 3af991fb3e [AMD] Make breakable CUDA graph run on ROCm/HIP (#28173) 2026-06-19 07:16:00 -07:00
Junlin Wuandronnie_zheng 2a8ea70059 ✨ [llm][npu][quant] Add W8A8 MXFP8 quantization support for Qwen3 Dense on Ascend NPU (#22352)
Co-authored-by: ronnie_zheng <zl19940307@163.com>
2026-06-16 09:45:18 +03:00
McZyWu 8bdb007e58 [NPU] Docs op performance optimize (#28277) 2026-06-15 20:28:18 +08:00
Lianmin Zheng f18d38d040 Revert "[AMD][Quantization] Online MXFP4 quantization 2/N - FP8 to MXFP4 requantization on AMD GPUs" (#28213) 2026-06-14 13:34:06 -07:00
Mohammad Miadh Angkad 91c63aeb4d Fix stale CUDA graph benchmark and docs refs (#28041) 2026-06-13 21:51:42 -07:00
3f4a338212 [AMD][Quantization] Online MXFP4 quantization 2/N - FP8 to MXFP4 requantization on AMD GPUs (#18182)
Co-authored-by: Bowen Bao <bowenbao@amd.com>
Co-authored-by: HAI <hixiao@gmail.com>
2026-06-13 16:08:19 -07:00
IBRAHIM IBRAHIMandClaude Opus 4.8 45f8d48994 docs: add llm-d page under Advanced Features (#28078)
Signed-off-by: IBRAHIM IBRAHIM <66755652+Ibrahim2595@users.noreply.github.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-12 18:40:31 -07:00
Yuwei AnandClaude Fable 5 6c3e429ba1 [Tiny] Cuda Graph Refactor Code Style Follow up (#28107)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-06-12 18:38:13 -07:00
Liangsheng Yin c0480a88be [Spec] Retire Spec V1 (#27964) 2026-06-11 16:15:15 -07:00
Baizhou Zhang 3c1b0fb226 [1/n] [CP] Simplify prefill context parallel server args (#27312) 2026-06-10 14:11:38 -07:00
Ziang Li 01f10acd06 Implement online nvfp4 quantization (#26083) 2026-06-10 00:26:51 -07:00
2495c02c2c [Refactor] Cuda Graph Runner/Backend Refactor (#23906)
Co-authored-by: BBuf <1182563586@qq.com>
Co-authored-by: Cheng Wan <54331508+ch-wan@users.noreply.github.com>
Co-authored-by: Lianmin Zheng <lianminzheng@gmail.com>
2026-06-09 21:36:57 -07:00
EduardDurech e9dbbd19e9 [model] Apertus Tool/Function and Reasoning parser (#25100) 2026-06-06 00:04:31 -07:00
6b180959a8 [SPEC][5/N] feat: batchsize-aware support for adaptive speculative_num_steps (#24055)
Co-authored-by: 坤钧 <maoyuhan.myh@antgroup.co>
Co-authored-by: alphabetc1 <alphabetc1@users.noreply.github.com>
Co-authored-by: EanWang211123 <wangyiheng@sangfor.com.cn>
Co-authored-by: shuwenn <47200617+alphabetc1@users.noreply.github.com>
Co-authored-by: shuwenn <2508695655@qq.com>
2026-06-05 15:43:02 -07:00
zijiexiaandClaude Opus 4.8 c6c1f1a29a docs: sync legacy docs/-only updates into docs_new (Mintlify) (#27308)
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 19:45:13 -07:00
e76d36214b Changes for SM120 perf and usability for NVFP4 (#26496)
Co-authored-by: Martin Vit <martin@voipmonitor.org>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: Brayden Zhong <brayden.zhong@radixark.ai>
2026-06-04 15:29:25 -07:00
Jinyan ChenandJinyan Chen 10b6b45cad docs: add DeepSeek V4 FP4 indexer usage (#27035)
Co-authored-by: Jinyan Chen <jinyanc@nvidia.com>
2026-06-04 00:44:21 -07:00
293816ab14 [AMD][MXFP4] Online MXFP4 quantization 1/N - dense and MOE models w. original BF16 weight (#18005)
Co-authored-by: Bowen Bao <bowenbao@amd.com>
Co-authored-by: Colin Zeng <Colin.Zeng@amd.com>
2026-06-03 12:55:24 -07:00