Commit Graph
38 Commits
Author SHA1 Message Date
Shengqi ChenandGitHub a02155c787 Merge branch 'main' into cuda-arch-fixup 2026-07-21 09:33:48 +08:00
Matthew BonanniGitHubOpenAI Codexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
67f9046e4a [Bugfix] Sparse MLA: enable fp8_ds_mla dense prefill (#48642)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-07-16 22:44:04 +00:00
ee5a89f4d7 [ROCm][MiniMax-M3] Add AITER sparse paged attention (#47287)
Signed-off-by: Tan Pin Siang <tanpinsiang@gmail.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Hongxia Yang <hongxia.yang@amd.com>
Co-authored-by: Jun Kang Chow <junkangchow@gmail.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
2026-07-12 19:27:29 -07:00
e26264f3ef [Kernel] Implement CUDA kernel for ReLUSquaredActivation (relu^2) (#39058)
Signed-off-by: Tanish Malekar <tanishmalekar32@gmail.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-07-12 19:18:03 -07:00
Michael GoinandGitHub 08dfd68610 [Model] Add LongCat-Flash-Lite (n-gram embedding) (#47857)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-07-10 07:17:50 -07:00
Shengqi ChenandGitHub 401bed48ad Merge branch 'main' into cuda-arch-fixup
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
2026-07-03 15:54:56 +08:00
Michael GoinandGitHub d715b3aa1e Delete PagedAttention (#47361)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-07-02 12:31:26 -07:00
TJianandGitHub de2a8fc042 [ROCm] [PyTorch] Move to stable abi since ROCm upgraded to torch 2.11 (#47128)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2026-07-02 18:34:07 +08:00
Wentao YeandGitHub 9e84ec8648 [Refactor] Remove dead minimax allreduce rms kernel (#46842)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-06-30 08:29:21 -07:00
Shengqi ChenandCodex ee47a21fcd [Build] Warn on uncovered CUDA device architectures
Expose the compiled CUDA arch list from the stable extension and check visible CUDA devices against it during CUDA platform startup. The runtime check distinguishes exact architecture targets from CUDA 13 family targets so users get an early warning before hitting missing kernel images.

The startup warning is limited to the NVML-backed CUDA platform path to preserve the existing no-CUDA-init import behavior for non-NVML environments.

Co-authored-by: Codex <codex@openai.com>

Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
2026-06-30 19:27:42 +08:00
Roberto L. CastroandGitHub 855cd4d787 [Perf][DSv4/DSv3.2] Add cluster-cooperative topK kernel for low-latency scenarios (#43008)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
2026-06-23 16:11:00 -07:00
Chris LeonardandGitHub b9a7cd464c [12/n] final _C library kernel migration (#45415) 2026-06-19 06:57:26 -07:00
b4c80ec0fd [Refactor] Remove dead cutlass mxfp8 code (#44681)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-06-17 21:18:25 -07:00
arghyadeep sarkarandGitHub 93bbe94d3a [Kernel] Add weightless RMSNorm CUDA kernels for has_weight=False (#41430) (#44109)
Signed-off-by: hello-args <args.sarkar@gmail.com>
2026-06-16 23:45:55 -07:00
4c62663315 [M3] Enable FP8 sparse GQA (#45744)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
2026-06-16 21:38:03 -07:00
+1 0a1c5034f5 [Model] Add MiniMax M3 support (#45381)
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
2026-06-16 01:01:25 +08:00
Isotr0pyandGitHub 6635279d8a [Migration] Migrate GGUF quantization support to plugin (#39612)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-06-12 12:02:21 -07:00
a014dddbaa [11b/n] Migrate Machete kernels to torch stable ABI (#45304)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-06-12 10:36:49 +00:00
Chris LeonardandGitHub 7021be66e8 [11a/n] Migrate Marlin kernels to torch stable ABI (#45176)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
2026-06-11 21:22:37 -07:00
6e64c1bab1 [10c/n] Migrate MoE kernels to torch stable ABI (#44565)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-06-10 23:02:26 -07:00
Charlie FuandGitHub 228bcc436b [ROCm][Kernel] Enable permute_cols for ROCm (#44674)
Signed-off-by: charlifu <charlifu@amd.com>
2026-06-07 09:50:03 +00:00
TJianandGitHub aa6fb8a329 [Bugfix] [ROCm] [Critical] fallback to regular abi for ROCm (#44648)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2026-06-05 15:51:17 +00:00
Chris LeonardandGitHub 56aff0dd15 [10/n] Migrate cuda_view and silu_and_mul_per_block_quant kernels to torch stale ABI. (#44334) 2026-06-04 20:14:43 -07:00
Yongye ZhuandGitHub b5235fca2e [DSv4] Adding TRTLLM gen attention kernel (#43827) 2026-06-04 07:35:09 -07:00
59d0236193 [10b/n] Migrate custom all-reduce, DeepSeek V4 fused MLA, MiniMax reduce-RMS, and MXFP8 MoE to libtorch stable ABI (#44365)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-06-04 00:29:46 +08:00
Charlie FuandGitHub 71df063c49 Enable perf_token_group_quant/_C_stable_libtorch for ROCm (#42758)
Signed-off-by: charlifu <charlifu@amd.com>
2026-06-02 23:23:28 -07:00
559d6710bf [PERF]MiniMax-M2 gate kernel (#38445)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: qianlihuang <91178480+qianlihuang@users.noreply.github.com>
Co-authored-by: Yiliu Dong <91178480+qianlihuang@users.noreply.github.com>
2026-05-29 18:28:34 -07:00
22a58640b4 [9/n] Migrate attention and cache kernels to torch stable ABI (continued) (#43717)
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-05-29 04:44:45 +00:00
284e6f543d [8/n] Migrate merge_attn_states, mamba, sampler to torch stable ABI (continued) (#43361)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Co-authored-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-05-27 09:35:24 -07:00
a7be0f342d [7/n] Migrate pos_encoding and norm kernels to libtorch stable ABI (continued) (#43209)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Co-authored-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-05-23 13:20:00 +08:00
07aeaf9d4d [6/n] Migrate activation kernels, gptq, gguf, non cutlass w8a8 to libtorch stable ABI (continued) (#42663)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Signed-off-by: Chris Leonard <chleonar@redhat.com>
Co-authored-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-05-20 00:18:12 -07:00
85b2fecab7 [5/n] Migrate CUTLASS MLA, hadamard, awq, allspark and DSV3 fused a gemm to torch stable ABI (continued) (#42339)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
Co-authored-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
2026-05-13 07:24:39 +00:00
d0359f3e04 [Bugfix] Guard mxfp4_experts_quant bindings on ENABLE_NVFP4_SM100 (#40191)
Signed-off-by: ultranationalism <www913363043@gmail.com>
Signed-off-by: mgoin <mike.goin12@gmail.com>
Co-authored-by: mgoin <mike.goin12@gmail.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-18 13:58:46 -07:00
Michael GoinandGitHub a8bffaa133 [Kernel] Add MXFP4 W4A4 CUTLASS MoE kernel for SM100 (#37463)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-04-17 16:42:32 -07:00
mikaylagawareckiandGitHub 7c080dd3c5 [4/n] Migrate FP4/W4A8 CUTLASS kernels to torch stable ABI (#37503)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
2026-03-31 10:21:13 -07:00
mikaylagawareckiandGitHub ab1a6a43fa [3/n] Migrate cutlass/scaled_mm_entry.cu torch stable ABI (#37221)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
2026-03-30 11:20:13 -07:00
mikaylagawareckiandGitHub bf4cc9ed2d [2/n] Migrate per_token_group_quant to torch stable ABI (#36058)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
2026-03-25 10:15:13 -07:00
mikaylagawareckiandGitHub 8b10e4fb31 [1/n] Migrate permute_cols to libtorch stable ABI (#31509)
Signed-off-by: Mikayla Gawarecki <mikaylagawarecki@gmail.com>
2026-03-19 11:27:26 -04:00