hlu1
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1e85589dc5
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Make fp4_quantize kernels work on sm103 (#9807)
Signed-off-by: Hao Lu <14827759+hlu1@users.noreply.github.com>
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2025-08-29 21:15:08 -07:00 |
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Kaixi Hou
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5c34b4f1c7
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[NVIDIA] [2/N] Optimize silu_and_mul_scaled_fp4_grouped_quant perf (#9556)
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2025-08-29 17:17:03 -07:00 |
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hlu1
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7a16db9bd9
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Make sm100 fp8 kernels available on sm103 (#9789)
Signed-off-by: Hao Lu <14827759+hlu1@users.noreply.github.com>
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2025-08-28 23:47:29 -07:00 |
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Kaixi Hou
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e5638573c1
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[NVIDA] [1/N] Nvfp4 Masked Gemm: Add quant op for the flashinfer grouped gemm (#9200)
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2025-08-22 12:19:45 -07:00 |
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Hubert Lu
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c6c379ab31
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[AMD] Reorganize hip-related header files in sgl-kernel (#9320)
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2025-08-18 16:53:44 -07:00 |
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jy-song-hub
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4fc09e0df0
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Fp4 MOE quant kernel optimization (#8777)
Co-authored-by: Rain Jiang <96632942+rainj-me@users.noreply.github.com>
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2025-08-15 01:46:16 -07:00 |
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Yuan Luo
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432f2053dd
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[sgl-kernel] 1/N Refactor sglang cutlass 3x - gemm fp8 blockwise sm90 (#8913)
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
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2025-08-14 10:55:54 -07:00 |
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Peng Zhang
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5aa1ebd242
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[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>
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2025-08-14 03:19:03 -07:00 |
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henryg
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841810f227
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[Perf] Tunings for SM100 FP8 CUTLASS kernel (#8818)
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2025-08-13 21:59:22 -07:00 |
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triple-mu
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444013585d
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Fix typos and unify size(s)/stride(s) API calls (#8799)
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2025-08-08 00:18:08 -07:00 |
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Xiaoyu Zhang
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f57d2dc162
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[sgl-kernel] avoid per_token_quant_fp8.cu hardcode sm_count (#8738)
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2025-08-04 12:55:57 +08:00 |
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Stefan He
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db7343c992
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fix per token cuda kernel hidden dim cannot divide by 16 (#8543)
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2025-08-01 09:27:18 -07:00 |
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Peter Pan
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6bdd27861b
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[Kimi K2] dsv3_router_gemm supports NUM_EXPERTS == 384 (#8013)
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2025-08-01 22:01:24 +08:00 |
|
Xiaoyu Zhang
|
7a4309cc8a
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[sgl-kernel performace] fix fp8 quant kernels dispatch __nv_fp8_e4m3 bug to improve performance 10%-20% (#8499)
Co-authored-by: Ke Bao <ispobaoke@gmail.com>
|
2025-07-29 23:31:54 +08:00 |
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strgrb
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fb4ce17de6
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Fix per_token_group_quant_8bit when hidden_dim // group_size is not divided by 4. (#8449)
Co-authored-by: Zhang Kaihong <zhangkaihong.zkh@alibaba-inc.com>
|
2025-07-28 01:32:46 -07:00 |
|
Yuan Luo
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0c8dab9e67
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[sgl-kernel] Opt per_token_quant_fp8 with warp reduce (#8130)
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
|
2025-07-23 21:22:59 +08:00 |
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Baizhou Zhang
|
282eb59ff3
|
Add bf16 output option for dsv3_router_gemm kernel (#7999)
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2025-07-20 09:49:37 +08:00 |
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Qi Yuhang
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6e92da8fca
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[Fix][Ready]Fix register spilling in cutlass nvfp4 gemm kernel on Blackwell (#8127)
|
2025-07-17 20:49:36 -07:00 |
|
likesen-alibaba
|
4a0d19198b
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Fix bug of deepseek-v3 under DP+EP mode with large batchsize/seqlen (#6449)
|
2025-07-10 01:19:56 -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 |
|
AniZpZ
|
3eb4a800e8
|
Fix AWQ Dequant and Weight Loading of deepseek v2 (#6842)
|
2025-06-17 13:45:10 -07:00 |
|
fzyzcjy
|
5c66c4424f
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Support new DeepGEMM format in per token group quant (#7146)
|
2025-06-13 02:00:22 -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 |
|
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
|
c23a7072b6
|
Upgrade CUTLASS 4.0 (#6336)
Co-authored-by: zhyncs <me@zhyncs.com>
|
2025-05-15 17:42:23 -07:00 |
|
Yineng Zhang
|
6f56614734
|
chore: upgrade cutlass 3.9.2 (#6004)
Co-authored-by: yizhang2077 <1109276519@qq.com>
|
2025-05-06 13:34:08 -07:00 |
|
Xiaoyu Zhang
|
5bb0accbcf
|
cutlass 3.9 supported to improve fp8_blockwise_gemm (#5820)
|
2025-04-28 21:52:36 -07:00 |
|
Yineng Zhang
|
136b8e6afb
|
fix: remove cublas_grouped_gemm (#5307)
|
2025-04-11 16:22:37 -07:00 |
|
Yi Zhang
|
ebf495f013
|
sgl-kernel use cutlass latest version for fp8 blockwise gemm (#5207)
|
2025-04-09 11:47:04 -07:00 |
|
Xiaoyu Zhang
|
2c8fd99363
|
[sgl-kernel] per token group quant support COLUMN MAJOR (#4817)
|
2025-04-02 18:29:59 -07:00 |
|
Yuhong Guo
|
ee47a6c1c3
|
[Build] Fix cuda12.8 build error in nvfp4_scaled_mm_kernels.cu (#4953)
|
2025-03-31 12:00:34 -07:00 |
|
Yineng Zhang
|
ec3ee0289d
|
fix sgl-kernel cu118 build (#4872)
|
2025-03-28 17:23:51 -07:00 |
|
Yineng Zhang
|
8bf6d7f406
|
support cmake for sgl-kernel (#4706)
Co-authored-by: hebiao064 <hebiaobuaa@gmail.com>
Co-authored-by: yinfan98 <1106310035@qq.com>
|
2025-03-27 01:42:28 -07:00 |
|
Yi Pan
|
45fdf1f7f3
|
Fix shared memory OOM on sm86 GPUs. (#4797)
|
2025-03-26 10:41:53 -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 |
|
AniZpZ
|
321ab756bc
|
[1/3] fix dsv3 awq issue (#4556)
Co-authored-by: leoneo <1320612015@qq.com>
|
2025-03-22 01:07:17 -07:00 |
|
Chunan Zeng
|
6a384d5c01
|
Speed up per token and per tensor quant by 15% (#4639)
|
2025-03-22 00:37:57 -07:00 |
|
Shu Wang
|
ad4e58bf67
|
Support fp8 gemm for blackwell (#4558)
|
2025-03-20 12:40:28 -07:00 |
|
Wenbo Yang
|
75b656488a
|
Support serving DeepSeek-R1-Channel-INT8 with 32 L40S. (#4418)
|
2025-03-17 00:03:43 -07:00 |
|
Yineng Zhang
|
2937387a50
|
fix accuracy issue (#4376)
|
2025-03-13 02:06:22 -07:00 |
|
Qingquan Song
|
4068e01292
|
Fix per token fp8 quant precision (#4362)
|
2025-03-12 21:19:05 -07:00 |
|
Elfie Guo
|
7c86671131
|
Support Blackwell Block Scale FP8 Gemm (#4278)
|
2025-03-12 14:17:11 -07:00 |
|
Rex
|
07f944631e
|
Add awq dequantize kernel to sgl with 1x to 3x speedup (#4104)
|
2025-03-12 00:10:02 -07:00 |
|
Stefan He
|
e0917e6bd0
|
Remove vllm ops scaled fp8 quant and accelerate per token quant by 20-28% (#4215)
Co-authored-by: Stefan He <bhe@linkedin.com>
|
2025-03-12 00:08:03 -07:00 |
|
Xiaoyu Zhang
|
23308a9032
|
fix per_token_group_quant_fp8 illegal memory when num_groups % 16 != 0 (#4231)
|
2025-03-10 01:42:58 -07:00 |
|
Lianmin Zheng
|
aa957102a9
|
Simplify tests & Fix trtllm custom allreduce registration (#4252)
|
2025-03-10 01:24:22 -07:00 |
|
Lianmin Zheng
|
eb06dbcbf8
|
Move rope and bmm into sgl-kernel (#4241)
|
2025-03-09 18:38:15 -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 |
|