|
c0056b19bf
|
[ROCm] cmake: support PYTORCH_FOUND_HIP for torch 2.13 native HIP language support (#43881)
Signed-off-by: nemanjaudovic <nudovic@amd.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
|
2026-05-29 22:16:57 -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 |
|
|
JartXandGitHub
|
0cff0741ff
|
[Kernel][ROCm] Native W4A16 kernel for AMD RDNA3 (gfx1100) — fp16 + bf16 (#41394)
Signed-off-by: JartX <sagformas@epdcenter.es>
|
2026-05-29 11:04:40 +00:00 |
|
|
|
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 |
|
|
|
6cc8577421
|
[Kernel] Marlin MoE: include SM 12.x in default arch list (#40923)
Signed-off-by: Tony Liu <tonyliu0512@gmail.com>
Co-authored-by: Tony Liu <tonyliu0512@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
|
2026-05-28 15:30:26 +08:00 |
|
|
|
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 |
|
|
Jee Jee LiandGitHub
|
d4004455d2
|
[Kernel] Remove NormGateLinear (#43554)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
|
2026-05-25 09:49:19 +00:00 |
|
|
|
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 |
|
|
haosdentandGitHub
|
a377631d21
|
[CI] Fix AMD docker build tests (#43329)
Signed-off-by: haosdent <haosdent@gmail.com>
|
2026-05-22 14:06:24 +00:00 |
|
|
|
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 |
|
|
Wentao YeandGitHub
|
00e20e76f7
|
[Refactor] Remove dead cuda kernels (#42767)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-05-18 11:14:21 -07:00 |
|
|
|
0a65d46628
|
[DSV4] Fuse norm and router for low latency scenario (#41263)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: jeejeelee <jeejeelee@verda-b300-05.datacrunch.io>
Co-authored-by: jeejeelee <jeejeelee@verda-b300-05.datacrunch.io>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-05-14 05:11:02 -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 |
|
|
pschlan-amdandGitHub
|
39dff5ff39
|
Add VLLM_USE_SPINLOOP_EXT to use more efficient busy polling (#36517)
Signed-off-by: Patrick Schlangen <pschlan@amd.com>
|
2026-05-11 16:11:49 -07:00 |
|
|
|
d6563d693c
|
Require C++20 for compatibility with PyTorch (#40380)
Signed-off-by: Richard Barnes <rbarnes@meta.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-05-08 22:04:43 -07:00 |
|
|
|
628c436301
|
[New Model][ROCm] Add AMD support for DeepSeek V4 (#40871)
Signed-off-by: ganyi <ygan@amd.com>
Signed-off-by: whx-sjtu <xiaowang990929@gmail.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: tjtanaavllm <tunjian.tan@amd.com>
Co-authored-by: ganyi <ygan@amd.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaavllm <tunjian.tan@amd.com>
|
2026-05-05 08:55:37 -07:00 |
|
|
Woosuk KwonandGitHub
|
9c61864bf8
|
[DeepSeek] Use torch.mm for bf16xbf16->fp32 gemm (#41300)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
|
2026-04-30 16:28:57 -07:00 |
|
|
+8
|
4d51588e23
|
[Feat] DeepSeek V4 Rebased (#40860)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: qizixi <zixi@inferact.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Zhewen Li <jerven.vllm@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: qizixi <zixi@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
|
2026-04-26 18:31:08 -07:00 |
|
|
|
21792520e7
|
[Build] Add Python 3.14 to supported version list. (#34770)
Signed-off-by: Neil Schemenauer <nas@arctrix.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
|
2026-04-24 10:24:05 -07:00 |
|
|
Matthias GehreandGitHub
|
4b7869d6bc
|
[ROCm] Add gfx1102/gfx1103 support (#40037)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
|
2026-04-23 01:32:04 -07:00 |
|
|
|
3ed5231c6a
|
[Build] Switch default CUDA to 13.0, update CUDA architecture lists, clean up stale build-args (#39878)
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
|
2026-04-23 15:51:28 +08:00 |
|
|
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 |
|
|
sychen52andGitHub
|
6b2b7bd0eb
|
Add nvfp4 support to reshape_and_cache_flash (#37332)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
|
2026-04-17 07:28:00 -07:00 |
|
|
Jee Jee LiandGitHub
|
ecd1ea1363
|
[Kernel] Porting the TRTLLM minimax_allreduce_rms kernels (#37045)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
|
2026-04-11 00:20:20 +08:00 |
|
|
|
eb4205fee5
|
[UX] Integrate DeepGEMM into vLLM wheel via CMake (#37980)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-04-08 18:56:32 -07:00 |
|
|
Gregory ShtrasbergandGitHub
|
56c976c1b5
|
[ROCm] Enable fused_silu_mul_block_quant on ROCm (#38817)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
|
2026-04-08 11:23:32 -05:00 |
|
|
Gregory ShtrasbergandGitHub
|
0e9f0a516c
|
[ROCm][CI-Build] Cherry pick triton BUFFER_OPS fix and update AITER (#38580)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
|
2026-04-08 10:38:03 -05:00 |
|
|
Andrey TalmanandGitHub
|
2111997f96
|
[release 2.11] Update to torch 2.11 (#34644)
|
2026-04-07 18:55:48 -07:00 |
|
|
Xin YangandGitHub
|
9bd7231106
|
Revert "[Kernel] Add gpt-oss Router GEMM kernel (#37205)" (#38778)
Signed-off-by: Xin Yang <xyangx@amazon.com>
|
2026-04-01 22:02:32 -07:00 |
|
|
MonishverandGitHub
|
c09ad767cd
|
Feature/silu block quant fusion v1 (#32996)
Signed-off-by: Monishver Chandrasekaran <monishverchandrasekaran@gmail.com>
|
2026-04-01 18:50:43 +00:00 |
|
|
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 |
|
|
JohnnyandGitHub
|
b4a2f3ac36
|
[NVIDIA] Bugfix NVFP4 DGX Spark and RTX50 (#38423)
Signed-off-by: johnnynunez <johnnynuca14@gmail.com>
Signed-off-by: Johnny <johnnynuca14@gmail.com>
|
2026-03-30 09:36:18 -07:00 |
|
|
+3
|
97d19197bc
|
[NVIDIA] Fix DGX Spark logic (#38126)
Signed-off-by: johnnynunez <johnnynuca14@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Signed-off-by: Sathish Sanjeevi <sathish.krishnan.p.s@gmail.com>
Signed-off-by: guillaume_guy <guillaume.guy@airbnb.com>
Signed-off-by: Guillaume Guy <guillaume.c.guy@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Sathish Sanjeevi <SKPsanjeevi@users.noreply.github.com>
Co-authored-by: Guillaume Guy <guillaume.c.guy@gmail.com>
Co-authored-by: guillaume_guy <guillaume.guy@airbnb.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
|
2026-03-27 15:26:07 -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 |
|
|
|
4a76ad12e0
|
[Bugfix] Preserve CUDA arch suffix (a/f) for SM12x — fixes NVFP4 NaN on desktop Blackwell (#37725)
Signed-off-by: Rob Tand <robert.tand@icloud.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
|
2026-03-25 08:18:25 -07:00 |
|
|
Kyle SayersandGitHub
|
38364a7e32
|
[Sparse24] [Deprecation] Remove Sparse24 CT integration and kernels (#36799)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
|
2026-03-23 16:03:29 -04:00 |
|
|
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 |
|
|
Xin YangandGitHub
|
b1169d7be8
|
[Kernel] Add gpt-oss Router GEMM kernel (#37205)
Signed-off-by: Xin Yang <xyangx@amazon.com>
|
2026-03-18 08:15:56 -07:00 |
|
|
Matthias GehreandGitHub
|
24062b704f
|
[ROCm][CI/Build] Add gfx1152/gfx1153 (Krackan) to HIP supported architectures (#36499)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
|
2026-03-11 23:14:40 +00:00 |
|
|
|
cb21972a97
|
[Kernel] Integrate SM100 MXFP8 blockscaled grouped MM and quant kernels (#34448)
Signed-off-by: EdalatiAli <aliedalati@cohere.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-03-01 23:31:19 -08:00 |
|
|
roikoren755andGitHub
|
38c498b8e3
|
[Performance] Cublas Bf16 Gate with Fp32 Output (#35121)
Signed-off-by: Roi Koren <roik@nvidia.com>
|
2026-02-26 16:51:28 -08:00 |
|
|
|
eb19955c37
|
[WideEP] Remove pplx all2all backend (#33724)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
|
2026-02-26 14:30:10 -08:00 |
|
|
Michael GoinandGitHub
|
3ef9fd0f98
|
[Bugfix] Fix DSV3 kernels breaking _C and _moe_C on unsupported arches (#35123)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-02-23 17:11:27 -08:00 |
|
|
|
8435b2e049
|
[ModelBash][DSV3] Add TRTLLM DSV3 Router GEMM kernel (6% B1 Speedup) (#34302)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-02-23 14:02:26 +00:00 |
|
|
|
6874638bc4
|
[Model Bash] DeepSeek R1 BF16 Min Latency QKV A GEMM (0.5% E2E Speedup) (#34758)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-02-18 07:42:36 -08:00 |
|
|
|
afdce12c89
|
[Perf][Kernel] Add faster topKperRow decode kernel for DeepSeek-V3.2 sparse attention (#33680)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
|
2026-02-10 10:29:52 -05:00 |
|
|
Andrey TalmanandGitHub
|
f97ca67176
|
[Release 2.10] Update to Torch 2.10 - final release (#30525)
|
2026-02-08 13:51:09 -08:00 |
|
|
|
af9b69f977
|
[Quantization][Deprecation] Remove Marlin 24 (#32688)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-01-28 15:54:59 +00:00 |
|
|
Michael GoinandGitHub
|
4561f13985
|
[Refactor] Rename gptq_marlin to marlin to match MoE (#32952)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-01-23 16:48:12 -05:00 |
|