Commit Graph

37 Commits

Author SHA1 Message Date
Lianmin Zheng
c480a3f6ea Minor style fixes for sgl-kernel (#9289) 2025-08-18 09:38:35 -07:00
Liangsheng Yin
0c8594e67d Optional extension for green context (#9231) 2025-08-15 21:33:52 +08:00
Yuan Luo
53dcc750b6 [sgl-kernel] Support FlashInfer top_k_top_p_sampling_from_logits (#9060)
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
2025-08-14 10:56:36 -07:00
Peng Zhang
5aa1ebd242 [2/n]decouple quantization implementation from vLLM dependency (#8112)
Co-authored-by: walker-ai <yiyun.wyt@antgroup.com>
Co-authored-by: leoneo <1320612015@qq.com>
2025-08-14 03:19:03 -07:00
DarkSharpness
86a0be65d8 [Feature] Support custom set kv buffer kernel (#8884) 2025-08-12 16:56:51 -07:00
fzyzcjy
9aea255522 Fuse writing KV buffer into rope kernel (part 1: sgl-kernel) (#9077) 2025-08-12 01:46:40 -07:00
Hubert Lu
af4b9bae95 [AMD] Add silu_and_mul, gelu_and_mul, gelu_tanh_and_mul, and gelu_quick kernels for AMD GPUs (#7135)
Co-authored-by: yiakwy-xpu-ml-framework-team <961186938@qq.com>
Co-authored-by: HAI <hixiao@gmail.com>
2025-07-24 23:44:28 -07:00
ykcombat
1ebec1a8b0 [Feature] CUDA Green Context Support (#7649) 2025-07-15 02:49:16 +08:00
SijiaYang
da3890e82a [1/n]: add cutlass W4A8 moe kernel for hopper architecture (#7772)
Signed-off-by: yangsijia.614 <yangsijia.614@bytedance.com>
Co-authored-by: yicwang <yichen.wang@bytedance.com>
2025-07-04 20:50:12 -07:00
AniZpZ
8e03b641ba [1/n] apply wna16marlin kernel in moe weight only quantization (#7683)
Co-authored-by: 晟海 <huangtingwei.htw@antgroup.com>
Co-authored-by: yych0745 <1398089567@qq.com>
Co-authored-by: HandH1998 <1335248067@qq.com>
Co-authored-by: 弋云 <yiyun.wyt@antgroup.com>
Co-authored-by: walker-ai <2398833647@qq.com>
2025-07-01 23:21:25 -07:00
Baizhou Zhang
7248272ccc Add dsv3 router gemm kernel (#7627) 2025-06-29 23:31:55 -07:00
Ke Bao
04b35190e2 Add dsv3 fused a gemm to sgl-kernel (#7630) 2025-06-29 02:52:24 -07:00
Zhiqiang Xie
34c3f9b2d3 kvcache io kernels and test case (#7382) 2025-06-23 11:58:59 -07:00
Lianmin Zheng
cfceb83d05 Fix sampling for speculative decoding & simplify kernels (#7207) 2025-06-16 03:28:30 -07:00
Yuan Luo
84727a5139 [sgl-kernel] Add cuda kernel for moe_ep_silu_and_mul (#6919)
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
2025-06-11 20:43:08 -07:00
Elfie Guo
3e56f557fd Add a CUDA kernel for fusing mapping and weighted sum for MoE. (#6916)
Co-authored-by: Elfie Guo <elfiegxf@gmail.com>
2025-06-07 15:24:39 -07:00
Yuan Luo
43baba649e [EP] Add cuda kernel for moe_ep_post_reorder (#6837)
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
2025-06-05 00:33:47 -07:00
Pavani Majety
eb38c7d1ca [1/2] Add Kernel support for Cutlass based Fused FP4 MoE (#6093)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
2025-06-02 13:48:03 -07:00
Yuan Luo
55444ed667 [EP] Add cuda kernel for moe_ep_pre_reorder (#6699)
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
2025-06-01 20:49:01 -07:00
HandH1998
4d643f6c7a [1/2] Support Qserve (#6457)
Co-authored-by: yych0745 <1398089567@qq.com>
Co-authored-by: sleepcoo <sleepcoo@gmail.com>
2025-05-21 19:48:59 -07:00
Elfie Guo
6fc9357503 [2/2] Add python wrapper for CUTLASS FP8 Blockscale MoE Kernel. (#5694) 2025-05-16 13:14:07 -07:00
Lianmin Zheng
e8e18dcdcc Revert "fix some typos" (#6244) 2025-05-12 12:53:26 -07:00
applesaucethebun
d738ab52f8 fix some typos (#6209)
Co-authored-by: Brayden Zhong <b8zhong@uwaterloo.ca>
2025-05-13 01:42:38 +08:00
Johnny
2c7dbb7cc2 [FEATURE] Enhance platform compatibility for ARM (#5746) 2025-04-29 15:06:16 -07:00
Yineng Zhang
15fabcc07f fix sgl-kernel unit tests (#5666) 2025-04-23 01:18:30 -07:00
Elfie Guo
e62c49557d [1/2] Add FP8 Blockscale MoE CUTLASS kernel for Blackwell (#5281) 2025-04-22 22:28:20 -07:00
DefTruth
388e15c0db kernel: support slightly faster merge_state_v2 cuda kernel (#5381) 2025-04-14 21:28:23 -07:00
Yineng Zhang
b62e7e99b8 feat: adapt merge_state (#5337) 2025-04-12 21:14:04 -07:00
Trevor Morris
f65b8d5c89 Blackwell Cutlass MLA kernel (#5142) 2025-04-11 22:16:51 -07:00
Yineng Zhang
136b8e6afb fix: remove cublas_grouped_gemm (#5307) 2025-04-11 16:22:37 -07:00
Qingquan Song
45dcfc2e76 Add deepseek style fused moe group gate selection kernel (#4530) 2025-03-29 11:51:45 -07:00
Trevor Morris
e9f8e42318 Support FP4 gemm (1/2) (#3899) 2025-03-24 19:50:23 -07:00
Chunan Zeng
65c24c28f9 [Quant Kernel] refactored per token group quant fp8 to support int8 up-to 2x faster (#4396) 2025-03-23 23:44:17 -07:00
Ying Sheng
52a34d7448 Add greedy verification kernel (#4383) 2025-03-16 00:58:26 -07:00
Qingquan Song
61e4433caf Add moe topk softmax templated from vllm (#4302) 2025-03-14 12:03:33 -07:00
Rex
07f944631e Add awq dequantize kernel to sgl with 1x to 3x speedup (#4104) 2025-03-12 00:10:02 -07:00
Lianmin Zheng
8abf74e3c9 Rename files in sgl kernel to avoid nested folder structure (#4213)
Co-authored-by: zhyncs <me@zhyncs.com>
2025-03-08 22:54:51 -08:00