Pavani Majety
|
debd6bbf09
|
[Kernel] Add ModelOpt FP4 Checkpoint Support (#12520)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
|
2025-03-12 05:13:11 +00:00 |
|
Szymon Ożóg
|
e22ee1e7a2
|
[Kernel] GGUF MoE kernel (#14613)
Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
|
2025-03-12 03:33:27 +00:00 |
|
Kaixi Hou
|
e109e598c7
|
[NVIDIA] Support nvfp4 cutlass gemm (#13571)
|
2025-02-22 05:24:05 -08:00 |
|
Sage Moore
|
c9f9d5b397
|
[Bugfix][AMD] Update torch_bindings so that scaled_fp4_quant isn't build on ROCm (#13235)
|
2025-02-14 20:30:42 -08:00 |
|
Tyler Michael Smith
|
c1e37bf71b
|
[Kernel][Bugfix] Refactor and Fix CUTLASS 2:4 Sparse Kernels (#13198)
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2025-02-14 00:01:14 +00:00 |
|
Kaixi Hou
|
4fc5c23bb6
|
[NVIDIA] Support nvfp4 quantization (#12784)
|
2025-02-12 19:51:51 -08:00 |
|
Tyler Michael Smith
|
eb5741ad42
|
[Kernel][Quantization] Integrate block-quantized CUTLASS kernels for DeepSeekV3 (#12587)
Integrates the block-quantized kernels introduced in
https://github.com/vllm-project/vllm/pull/11868 for use in linear
layers.
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2025-01-31 15:29:11 -08:00 |
|
Gregory Shtrasberg
|
e97f802b2d
|
[FP8][Kernel] Dynamic kv cache scaling factors computation (#11906)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
|
2025-01-23 18:04:03 +00:00 |
|
Jee Jee Li
|
42f5e7c52a
|
[Kernel] Support MulAndSilu (#11624)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
|
2025-01-15 02:29:53 +00:00 |
|
Lu Fang
|
4068f4b5b5
|
[MISC] Replace c10::optional with std::optional (#11730)
Signed-off-by: Lu Fang <lufang@fb.com>
|
2025-01-05 10:20:34 +09:00 |
|
Tyler Michael Smith
|
5a9da2e6e9
|
[Bugfix][Build/CI] Fix sparse CUTLASS compilation on CUDA [12.0, 12.2) (#11311)
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2024-12-19 02:43:30 +00:00 |
|
Dipika Sikka
|
60508ffda9
|
[Kernel]: Cutlass 2:4 Sparsity + FP8/Int8 Quant Support (#10995)
Co-authored-by: Faraz Shahsavan <faraz.shahsavan@gmail.com>
Co-authored-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Rahul Tuli <rahul@neuralmagic.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
|
2024-12-18 09:57:16 -05:00 |
|
Luka Govedič
|
30870b4f66
|
[torch.compile] Dynamic fp8 + rms_norm fusion (#10906)
Signed-off-by: luka <luka@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-12-13 03:19:23 +00:00 |
|
kliuae
|
7c25fe45a6
|
[AMD] Add support for GGUF quantization on ROCm (#10254)
|
2024-11-22 21:14:49 -08:00 |
|
Luka Govedič
|
4f93dfe952
|
[torch.compile] Fuse RMSNorm with quant (#9138)
Signed-off-by: luka <luka@neuralmagic.com>
Co-authored-by: youkaichao <youkaichao@126.com>
|
2024-11-08 21:20:08 +00:00 |
|
Hanzhi Zhou
|
6192e9b8fe
|
[Core][Distributed] Refactor ipc buffer init in CustomAllreduce (#10030)
Signed-off-by: Hanzhi Zhou <hanzhi713@gmail.com>
|
2024-11-06 23:50:47 -08:00 |
|
youkaichao
|
8549c82660
|
[core] cudagraph output with tensor weak reference (#9724)
Signed-off-by: youkaichao <youkaichao@gmail.com>
|
2024-10-27 00:19:28 -07:00 |
|
Charlie Fu
|
59449095ab
|
[Performance][Kernel] Fused_moe Performance Improvement (#9384)
Signed-off-by: charlifu <charlifu@amd.com>
|
2024-10-24 15:37:52 -07:00 |
|
Jee Jee Li
|
295a061fb3
|
[Kernel] add kernel for FATReLU (#9610)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
|
2024-10-24 16:18:27 +08:00 |
|
Mor Zusman
|
fb60ae9b91
|
[Kernel][Model] Improve continuous batching for Jamba and Mamba (#9189)
|
2024-10-16 12:12:43 -04:00 |
|
Lucas Wilkinson
|
aeb37c2a72
|
[CI/Build] Per file CUDA Archs (improve wheel size and dev build times) (#8845)
|
2024-10-03 22:55:25 -04:00 |
|
Mor Zusman
|
f13a07b1f8
|
[Kernel][Model] Varlen prefill + Prefill chunking support for mamba kernels and Jamba model (#8533)
|
2024-09-29 17:35:58 -04:00 |
|
Lucas Wilkinson
|
86e9c8df29
|
[Kernel] (2/N) Machete - Integrate into CompressedTensorsWNA16 and GPTQMarlin (#7701)
Co-authored-by: mgoin <michael@neuralmagic.com>
Co-authored-by: Divakar Verma <137818590+divakar-amd@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2024-09-23 13:46:26 -04:00 |
|
Tyler Michael Smith
|
8110e44529
|
[Kernel] Change interface to Mamba causal_conv1d_update for continuous batching (#8012)
|
2024-09-17 23:44:27 +00:00 |
|
youkaichao
|
99aa4eddaf
|
[torch.compile] register allreduce operations as custom ops (#8526)
|
2024-09-16 22:57:57 -07:00 |
|
Luka Govedič
|
5d73ae49d6
|
[Kernel] AQ AZP 3/4: Asymmetric quantization kernels (#7270)
|
2024-09-16 11:52:40 -07:00 |
|
William Lin
|
a6c0f3658d
|
[multi-step] add flashinfer backend (#7928)
|
2024-09-12 11:16:22 -07:00 |
|
bnellnm
|
73202dbe77
|
[Kernel][Misc] register ops to prevent graph breaks (#6917)
Co-authored-by: Sage Moore <sage@neuralmagic.com>
|
2024-09-11 12:52:19 -07:00 |
|
Dipika Sikka
|
23f322297f
|
[Misc] Remove SqueezeLLM (#8220)
|
2024-09-06 16:29:03 -06:00 |
|
Mor Zusman
|
fdd9daafa3
|
[Kernel/Model] Migrate mamba_ssm and causal_conv1d kernels to vLLM (#7651)
|
2024-08-28 15:06:52 -07:00 |
|
Lucas Wilkinson
|
5288c06aa0
|
[Kernel] (1/N) Machete - Hopper Optimized Mixed Precision Linear Kernel (#7174)
|
2024-08-20 07:09:33 -06:00 |
|
bnellnm
|
37fd47e780
|
[Kernel] fix types used in aqlm and ggml kernels to support dynamo (#7596)
|
2024-08-16 14:00:11 -07:00 |
|
Luka Govedič
|
8d59dbb000
|
[Kernel] Add per-tensor and per-token AZP epilogues (#5941)
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2024-08-06 18:17:08 +00:00 |
|
Isotr0py
|
360bd67cf0
|
[Core] Support loading GGUF model (#5191)
Co-authored-by: Michael Goin <michael@neuralmagic.com>
|
2024-08-05 17:54:23 -06:00 |
|
Lucas Wilkinson
|
a8d604ca2a
|
[Misc] Disambiguate quantized types via a new ScalarType (#6396)
|
2024-08-02 13:51:58 -07:00 |
|
HandH1998
|
6512937de1
|
Support W4A8 quantization for vllm (#5218)
|
2024-07-31 07:55:21 -06:00 |
|
Alexander Matveev
|
75acdaa4b6
|
[Kernel] Increase precision of GPTQ/AWQ Marlin kernel (#6795)
|
2024-07-27 17:52:33 -04:00 |
|
Alexander Matveev
|
396d92d5e0
|
[Kernel][Core] Add AWQ support to the Marlin kernel (#6612)
|
2024-07-21 19:41:42 -04:00 |
|
Varun Sundar Rabindranath
|
2e26564259
|
[ Kernel ] FP8 Dynamic Per Token Quant - Add scale_ub (#6593)
Co-authored-by: Varun Sundar Rabindranth <varun@neuralmagic.com>
|
2024-07-19 18:15:26 -07:00 |
|
Varun Sundar Rabindranath
|
b5241e41d9
|
[ Kernel ] FP8 Dynamic-Per-Token Quant Kernel (#6511)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-07-18 01:38:35 +00:00 |
|
Alexander Matveev
|
e76466dde2
|
[Core] draft_model_runner: Implement prepare_inputs on GPU for advance_step (#6338)
|
2024-07-17 14:30:28 -07:00 |
|
Michael Goin
|
978aed5300
|
[Kernel][Attention] Separate Attention.kv_scale into k_scale and v_scale (#6081)
|
2024-07-16 15:31:32 -07:00 |
|
Michael Goin
|
47f0954af0
|
[Kernel] Expand FP8 support to Ampere GPUs using FP8 Marlin (#5975)
|
2024-07-03 17:38:00 +00:00 |
|
Chip Kerchner
|
38a1674abb
|
Support CPU inference with VSX PowerPC ISA (#5652)
|
2024-06-26 21:53:04 +00:00 |
|
Luka Govedič
|
5bfd1bbc98
|
[Kernel] Adding bias epilogue support for cutlass_scaled_mm (#5560)
Co-authored-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
|
2024-06-26 15:16:00 +00:00 |
|
Tyler Michael Smith
|
3f3b6b2150
|
[Bugfix] Fix the CUDA version check for FP8 support in the CUTLASS kernels (#5715)
|
2024-06-20 18:36:10 +00:00 |
|
Roger Wang
|
ad137cd111
|
[Model] Port over CLIPVisionModel for VLMs (#5591)
|
2024-06-20 11:52:09 +00:00 |
|
Tyler Michael Smith
|
85657b5607
|
[Kernel] Factor out epilogues from cutlass kernels (#5391)
Co-authored-by: Michael Goin <michael@neuralmagic.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: zifeitong <zifei.tong@parasail.io>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>
|
2024-06-13 11:22:19 -07:00 |
|
bnellnm
|
5467ac3196
|
[Kernel][Misc] Use TORCH_LIBRARY instead of PYBIND11_MODULE for custom ops (#5047)
|
2024-06-09 16:23:30 -04:00 |
|
Dipika Sikka
|
ca3ea51bde
|
[Kernel] Dynamic Per-Token Activation Quantization (#5037)
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-06-07 09:36:26 -07:00 |
|