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4a00a511bb
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[BugFix] [Build] fix string literals comparison in indexer_k_quant_and_cache calling site (#34653)
Signed-off-by: Hongxia Yang <hongxiay.yang@amd.com>
Co-authored-by: Hongxia Yang <hongxiay.yang@amd.com>
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2026-02-17 19:19:41 -08:00 |
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KebeandGitHub
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5ee5c86eeb
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[Bugfix][DeepSeek-V3.2] fix fp8 kvcache type cast (#33884)
Signed-off-by: Kebe <mail@kebe7jun.com>
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2026-02-10 19:31:36 -08:00 |
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58996f3589
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[AMD][Kernel][BugFix] Use correct scale in concat_and_cache_ds_mla_kernel when on gfx942 (#32976)
Signed-off-by: Randall Smith <ransmith@amd.com>
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2026-01-27 07:16:43 +00:00 |
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Eldar KurtićandGitHub
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44f08af3a7
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Add llmcompressor fp8 kv-cache quant (per-tensor and per-attn_head) (#30141)
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2026-01-22 13:29:57 -07:00 |
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Or OzeriandGitHub
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421012b63a
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OffloadingConnector: Support kernel_block_size != block_size (#30692)
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2026-01-22 12:30:04 +00:00 |
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Matthew BonanniandGitHub
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369f47aa0f
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[DeepSeek v3.2] Remove unnecessary syncwarps (#31047)
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2025-12-23 21:33:30 -08:00 |
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rongfu.lengandGitHub
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4ed11105d7
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[Misc] Remove unused custom ops copy_blocks and copy_blocks_mla (#30967)
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2025-12-23 18:22:35 -08:00 |
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Lucas WilkinsonandGitHub
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3e41992fec
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[Attention] Use sparse prefill kernel for fp8 kv-cache in DeepSeek-v3.2 (#27532)
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2025-12-12 05:57:47 -08:00 |
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PleaplusoneandGitHub
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77e10c9cab
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[Perf][Deepseek] optimize gather_and_maybe_dequant_cache kernel's perf for extremely long sequence (#28029)
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2025-11-24 19:05:46 -07:00 |
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PleaplusoneandGitHub
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06c20c9904
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[ROCm] Add AMD GPU support on Deepseek v3.2 and SparseMLA (#26670)
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2025-11-20 02:54:01 -08:00 |
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VensenandGitHub
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fb8851f254
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[Bugfix][cache_kernels]: Fix OOB in cache_kernels.cu (#28760)
Signed-off-by: vensen <vensenmu@gmail.com>
Signed-off-by: Vensenmu <vensenmu@gmail.com>
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2025-11-20 02:52:02 -08:00 |
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+152
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241b4cfe66
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[Refactor] Refactor FP8 & INT8 Quant Folder inside w8a8 (#25293)
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Co-authored-by: nadathurv <work.vnadathur@gmail.com>
Co-authored-by: Srreyansh Sethi <107075589+WorldExplored@users.noreply.github.com>
Co-authored-by: Wenlong Wang <wangwenlong2755@gmail.com>
Co-authored-by: billishyahao <bill.he@amd.com>
Co-authored-by: Nathan Scott <natoscott@users.noreply.github.com>
Co-authored-by: Kenichi Maehashi <939877+kmaehashi@users.noreply.github.com>
Co-authored-by: Johnny <johnnync13@gmail.com>
Co-authored-by: Aidyn-A <31858918+Aidyn-A@users.noreply.github.com>
Co-authored-by: Huamin Li <3ericli@gmail.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Hosang <156028780+hyoon1@users.noreply.github.com>
Co-authored-by: Jerry Zhang <jerryzh168@gmail.com>
Co-authored-by: pwschuurman <psch@google.com>
Co-authored-by: Huy Do <huydhn@gmail.com>
Co-authored-by: leo-pony <nengjunma@outlook.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: Andrew Xia <axia@meta.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: ahao-anyscale <ahao@anyscale.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Liu-congo <1502632128@qq.com>
Co-authored-by: HUIJONG JEONG <64083281+huijjj@users.noreply.github.com>
Co-authored-by: Yannick Schnider <Yannick.Schnider1@ibm.com>
Co-authored-by: kyt <eluban4532@gmail.com>
Co-authored-by: Egor <e.a.krivov@gmail.com>
Co-authored-by: Yang Liu <127183760+KKSK-DON@users.noreply.github.com>
Co-authored-by: Paul Pak <52512091+paulpak58@users.noreply.github.com>
Co-authored-by: whx <56632993+whx-sjtu@users.noreply.github.com>
Co-authored-by: Xiang Si <sixiang@google.com>
Co-authored-by: Aleksandr Samarin <samarin_ad@mail.ru>
Co-authored-by: Jun Jiang <jasl9187@hotmail.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Nikhil G <nrghosh@users.noreply.github.com>
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2025-10-08 10:20:48 -04:00 |
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127c8b782a
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Add gather_indexer_k_quant_cache kernel (#25931)
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Simon Mo <simon.mo@hey.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
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2025-10-08 04:58:57 +00:00 |
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Matthew BonanniandGitHub
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300a59c4c3
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Avoid division by zero in cache DS MLA kernel (#26174)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-10-03 17:35:17 +00:00 |
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eb0fa43868
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[Perf] Optimize reshape_and_cache CUDA Kernel (#25955)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Liu-congo <1502632128@qq.com>
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2025-10-03 01:33:46 -07:00 |
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Matthew BonanniandGitHub
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47b9339546
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[DeepSeek] Improve performance of DS MLA cache kernel (#26132)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-10-02 20:35:47 -07:00 |
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Zhewen LiandGitHub
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e952eee698
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[Bugfix] Fix __syncwarp on ROCM (#25996)
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2025-09-30 21:15:11 -07:00 |
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+7
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fa7e254a7f
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[New Model] DeepSeek-V3.2 (Rebased to Main) (#25896)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
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2025-09-30 17:14:41 +08:00 |
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ac201a0eaf
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[Feature] Support Decode Context Parallel (DCP) for MLA (#23734)
Signed-off-by: hongchao <hongchao@msh.team>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: hongchao <hongchao@msh.team>
Co-authored-by: youkaichao <youkaichao@gmail.com>
|
2025-09-06 13:24:05 +08:00 |
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Charlie FuandGitHub
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006477e60b
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[ROCm][Fix] Fix rocm build caused by #23791 (#23847)
Signed-off-by: charlifu <charlifu@amd.com>
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2025-08-28 19:52:27 -07:00 |
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186aced5ff
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[Kernel] cuda kernels for upcoming decode context parallel feature (#23791)
Co-authored-by: hongchao <hongchao@msh.team>
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2025-08-28 15:29:11 +08:00 |
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Matthew BonanniandGitHub
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19fe1a0510
|
[Kernel] Add FP8 support with FlashMLA backend (#22668)
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
|
2025-08-22 02:26:32 +00:00 |
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Wentao YeandGitHub
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eefbf4a68b
|
[Perf] Optimize reshape_and_cache_flash CUDA Kernel (#22036)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-08-01 19:18:51 -04:00 |
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Shu WangandGitHub
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9e96f56efb
|
Allocate kv_cache with stride order (#16605)
Signed-off-by: shuw <shuw@nvidia.com>
|
2025-04-25 22:03:31 -07:00 |
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SerenaandGitHub
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64fc2193dc
|
[Misc][Docs] fix the comments of KV_T and CACHE_T in CALL_RESHAPE_AND_CACHE_XX macros (#14347)
|
2025-03-18 05:50:19 -07:00 |
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Sage MooreandGitHub
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378b3ef6f8
|
[ROCm][V1] Update reshape_and_cache to properly work with CUDA graph padding (#13922)
|
2025-02-26 20:04:12 -08:00 |
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288cc6c234
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[Attention] MLA with chunked prefill (#12639)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Patrick Horn <patrick.horn@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2025-02-21 15:30:12 -08:00 |
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75e94309e8
|
[Perf] Mem align KV caches for CUDA devices (MLA perf improvement) (#12676)
Signed-off-by: simon-mo <xmo@berkeley.edu>
Signed-off-by: Lucas Wilkinson <lcwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
|
2025-02-04 18:22:24 -08:00 |
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cabaf4eff3
|
[Attention] MLA decode optimizations (#12528)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: simon-mo <simon.mo@hey.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Alexander Matveev <59768536+alexm-neuralmagic@users.noreply.github.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
|
2025-01-30 23:49:37 -08:00 |
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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 |
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Woosuk KwonandGitHub
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3b61cb450d
|
[V1] Further reduce CPU overheads in flash-attn (#10989)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
|
2024-12-09 12:38:46 -08:00 |
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Antoni BaumandGitHub
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0e63494cf3
|
Add fp8 support to reshape_and_cache_flash (#6667)
|
2024-07-24 18:36:52 +00:00 |
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Michael GoinandGitHub
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978aed5300
|
[Kernel][Attention] Separate Attention.kv_scale into k_scale and v_scale (#6081)
|
2024-07-16 15:31:32 -07:00 |
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bnellnmandGitHub
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5467ac3196
|
[Kernel][Misc] Use TORCH_LIBRARY instead of PYBIND11_MODULE for custom ops (#5047)
|
2024-06-09 16:23:30 -04:00 |
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Michael GoinandGitHub
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5f6d10c14c
|
[CI/Build] Enforce style for C++ and CUDA code with clang-format (#4722)
|
2024-05-22 07:18:41 +00:00 |
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Cody YuandGitHub
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c833101740
|
[Kernel] Refactor FP8 kv-cache with NVIDIA float8_e4m3 support (#4535)
|
2024-05-09 18:04:17 -06:00 |
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youkaichaoandGitHub
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20cfcdec99
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[Core][Optimization] change python dict to pytorch tensor for blocks to swap (#4659)
|
2024-05-08 12:07:05 -07:00 |
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youkaichaoandGitHub
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63575bc2e1
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[Core][Optimization] change python dict to pytorch tensor (#4607)
|
2024-05-06 21:30:27 -07:00 |
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43c413ec57
|
[Kernel] Use flashinfer for decoding (#4353)
Co-authored-by: LiuXiaoxuanPKU <llilyliupku@gmail.com>
|
2024-05-03 15:51:27 -07:00 |
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+3
|
2ff767b513
|
Enable scaled FP8 (e4m3fn) KV cache on ROCm (AMD GPU) (#3290)
Co-authored-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: HaiShaw <hixiao@gmail.com>
Co-authored-by: AdrianAbeyta <Adrian.Abeyta@amd.com>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: root <root@gt-pla-u18-08.pla.dcgpu>
Co-authored-by: mawong-amd <156021403+mawong-amd@users.noreply.github.com>
Co-authored-by: ttbachyinsda <ttbachyinsda@outlook.com>
Co-authored-by: guofangze <guofangze@kuaishou.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: jacobthebanana <50071502+jacobthebanana@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
|
2024-04-03 14:15:55 -07:00 |
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Woosuk KwonandGitHub
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d6e4a130b0
|
[Minor] Remove gather_cached_kv kernel (#3043)
|
2024-02-26 15:00:54 -08:00 |
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zhaoyang-starandGitHub
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923797fea4
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Fix compile error when using rocm (#2648)
|
2024-02-01 09:35:09 -08:00 |
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9090bf02e7
|
Support FP8-E5M2 KV Cache (#2279)
Co-authored-by: zhaoyang <zhao.yang16@zte.com.cn>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
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2024-01-28 16:43:54 -08:00 |
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VladimirandGitHub
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5265631d15
|
use a correct device when creating OptionalCUDAGuard (#2583)
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2024-01-25 23:48:17 -08:00 |
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Jee LiandGitHub
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77af974b40
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[FIX] Support non-zero CUDA devices in custom kernels (#1959)
|
2024-01-02 19:09:59 -08:00 |
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6ccc0bfffb
|
Merge EmbeddedLLM/vllm-rocm into vLLM main (#1836)
Co-authored-by: Philipp Moritz <pcmoritz@gmail.com>
Co-authored-by: Amir Balwel <amoooori04@gmail.com>
Co-authored-by: root <kuanfu.liu@akirakan.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: kuanfu <kuanfu.liu@embeddedllm.com>
Co-authored-by: miloice <17350011+kliuae@users.noreply.github.com>
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2023-12-07 23:16:52 -08:00 |
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Woosuk KwonandGitHub
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0ce8647dc5
|
Fix integer overflows in attention & cache ops (#1514)
|
2023-10-31 15:19:30 -07:00 |
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Woosuk KwonandGitHub
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c1376e0f82
|
Change scheduler & input tensor shape (#1381)
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2023-10-16 17:48:42 -07:00 |
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Woosuk KwonandGitHub
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8ce9c50d40
|
Avoid compiling kernels for double data type (#933)
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2023-09-02 14:59:47 +09:00 |
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Woosuk KwonandGitHub
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0b98ba15c7
|
Change the name to vLLM (#150)
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2023-06-17 03:07:40 -07:00 |
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