 Harry Mellor
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6223dd8114
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Update deprecated type hinting in model_executor/layers (#18056)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-05-13 04:17:23 -07:00 |
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Michael Goin
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ea6ae8cb45
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[Bugfix] Fix marlin moe fallback logic for llama4 (#18042)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-05-13 07:53:28 +00:00 |
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Michael Goin
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1df491c522
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[Bugfix] Fixes for new marlin moe usage (#18017)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-05-13 03:50:04 +00:00 |
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Jee Jee Li
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c06af9a959
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[Misc] Slight spelling modification (#18039)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-05-12 20:36:27 -07:00 |
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Tao He
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60f7624334
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Implements dual-chunk-flash-attn backend for dual chunk attention with sparse attention support (#11844)
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2025-05-12 19:52:47 -07:00 |
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Michael GoinandDipika
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307939f299
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Use NVFP4 Marlin for CompressedTensorsW4A16Fp4 (#18000)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
Co-authored-by: Dipika <dipikasikka1@gmail.com>
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2025-05-12 18:07:34 -06:00 |
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Harry Mellor
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9d7ea9dbbf
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Update some more deprecated type hinting (#17998)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-05-12 23:49:33 +00:00 |
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bwshen-miandwangpeng66
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acee8f48aa
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[Model] Support MiMo-7B inference with MTP (#17433)
Signed-off-by: wp-alpha <wangpeng66@xiaomi.com>
Co-authored-by: wangpeng66 <wangpeng66@xiaomi.com>
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2025-05-12 23:25:33 +00:00 |
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Michael Goin
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f065de4e88
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Fix FBGEMM integration (#18002)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-05-12 23:02:07 +00:00 |
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Isotr0py
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021c16c7ca
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[Model] Broadcast Ovis2 implementation to fit Ovis1.6 (#17861)
Signed-off-by: Isotr0py <2037008807@qq.com>
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2025-05-11 17:56:30 -07:00 |
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TJian
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a810b5b088
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[BugFix] [ROCm]: Bugfix and handle addition case of input for rocm_aiter_rms_norm (#17857)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2025-05-11 04:17:11 -07:00 |
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wang.yuqi
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e4b8713380
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[New Model]: nomic-embed-text-v2-moe (#17785)
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2025-05-11 00:59:43 -07:00 |
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Dipika Sikka
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cd3edfc908
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[Misc] Add compressed-tensors NVFP4A16 emulation support (#17914)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
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2025-05-11 15:58:38 +08:00 |
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Jinzhen Lin
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d74e5f37bc
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[Kernel] fp4 marlin kernel (#17687)
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
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2025-05-10 19:58:49 -07:00 |
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Pavani Majety
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0c0fdae84f
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[Hardware/NVIDIA/Kernel] Enable nvidia/DeepSeek-R1-FP4 Model (#16362)
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2025-05-09 16:24:41 -07:00 |
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Michael Goin
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22481fbfa3
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Update CT WNA16MarlinMoE integration (#16666)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-05-09 13:19:45 -04:00 |
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Michael Goin
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85b72cb7b1
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Revert "[BugFix][AMD] Compatible patch for latest AITER(05/07/2025)" (#17910)
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2025-05-09 08:58:18 -07:00 |
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qli88
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9f64e93415
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[BugFix][AMD] Compatible patch for latest AITER(05/07/2025) (#17864)
Signed-off-by: Qiang Li <qiang.li2@amd.com>
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2025-05-09 08:59:36 -06:00 |
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Harry Mellor
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c6798baa9c
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Change top_k to be disabled with 0 (still accept -1 for now) (#17773)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-05-09 10:01:49 +00:00 |
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Lucas Wilkinson
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5e6f939484
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[Attention] MLA move rotary embedding to cuda-graph region (#17668)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
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2025-05-09 11:14:42 +08:00 |
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3c9396a64f
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[FEAT][ROCm]: Support AITER MLA on V1 Engine (#17523)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
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2025-05-09 10:42:05 +08:00 |
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Shu Wang
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376786fac1
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Add cutlass support for blackwell fp8 blockwise gemm (#14383)
Signed-off-by: Shu Wang <shuw@nvidia.com>
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2025-05-08 15:09:55 -07:00 |
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Michael Goin
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4f605a6de5
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Fix noisy warning for uncalibrated q_scale/p_scale (#17414)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-05-08 15:56:59 -04:00 |
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Jee Jee Li
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a944f8ede7
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[Misc] Delete LoRA-related redundancy code (#17841)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-05-08 06:02:21 -07:00 |
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Cyrus Leung
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015815fe01
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[Bugfix] use_fast failing to be propagated to Qwen2-VL image processor (#17838)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-05-08 05:39:21 -07:00 |
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fxmarty-amdandkewang2
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bb239a730f
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[Bugfix] Fix quark fp8 format loading on AMD GPUs (#12612)
Signed-off-by: Felix Marty <felmarty@amd.com>
Signed-off-by: kewang2 <kewang2@amd.com>
Co-authored-by: kewang2 <kewang2@amd.com>
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2025-05-08 02:53:53 -07:00 |
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xsankand唯勤
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0a9bbaa104
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[Misc] support model prefix & add deepseek vl2 tiny fused moe config (#17763)
Signed-off-by: 唯勤 <xsank.mz@alibaba-inc.com>
Co-authored-by: 唯勤 <xsank.mz@alibaba-inc.com>
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2025-05-08 07:50:22 +00:00 |
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Ximingwang-09
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597051e56f
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[Qwen3]add qwen3-235b-bf16 fused moe config on A100 (#17715)
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2025-05-07 23:09:32 -07:00 |
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Hashem Hashemiandcharlifu
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5a499e70d5
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[Kernel][Hardware][AMD] Bf16 mfma opt for ROCm skinny GEMMs (#17071)
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: charlifu <charlifu@amd.com>
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2025-05-07 22:34:49 -07:00 |
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Bowen Bao
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db593aa67f
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[Quantization] Quark MXFP4 format loading (#16943)
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2025-05-07 15:05:05 -04:00 |
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Yong Hoon Shin
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98c89e16ff
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Make key optional for rotary embedding (#17566)
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
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2025-05-07 00:11:46 -07:00 |
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+1
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043e4c4955
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Add NeuronxDistributedInference support, Speculative Decoding, Dynamic on-device sampling (#16357)
Signed-off-by: Satyajith Chilappagari <satchill@amazon.com>
Co-authored-by: Aaron Dou <yzdou@amazon.com>
Co-authored-by: Shashwat Srijan <sssrijan@amazon.com>
Co-authored-by: Chongming Ni <chongmni@amazon.com>
Co-authored-by: Amulya Ballakur <amulyaab@amazon.com>
Co-authored-by: Patrick Lange <patlange@amazon.com>
Co-authored-by: Elaine Zhao <elaineyz@amazon.com>
Co-authored-by: Lin Lin Pan <tailinpa@amazon.com>
Co-authored-by: Navyadhara Gogineni <navyadha@amazon.com>
Co-authored-by: Yishan McNabb <yishanm@amazon.com>
Co-authored-by: Mrinal Shukla <181322398+mrinalks@users.noreply.github.com>
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2025-05-07 00:07:30 -07:00 |
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Jee Jee Li
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ba7703e659
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[Misc] Remove qlora_adapter_name_or_path (#17699)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-05-06 23:10:37 -07:00 |
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Wanrui Daiandevian
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f80ae5bdcf
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[Kernel] Use fused rmsnorm for some models like qwen3 series (#17735)
Signed-off-by: evian <eviantai@u.nus.edu>
Co-authored-by: evian <eviantai@u.nus.edu>
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2025-05-06 23:10:02 -07:00 |
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Szymon OżógandIsotr0py
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1a45a61387
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[Kernel] GGUF MoeVec kernel (#16780)
Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
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2025-05-06 23:07:23 -07:00 |
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Isotr0py
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c3e9d5060e
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[Misc] Use apply_rotary_emb from vllm_flash_attn for Qwen2-VL vision RoPE (#17726)
Signed-off-by: Isotr0py <2037008807@qq.com>
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2025-05-07 04:51:33 +00:00 |
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Jee Jee Li
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822de7fb94
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[Misc] Split model loader (#17712)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-05-07 12:42:26 +08:00 |
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Michael Goin
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e50a1f1a9c
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[TPU] Add kernel test for moe_pallas (#17496)
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2025-05-06 17:59:57 -07:00 |
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Chih-Chieh Yang
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18dd5e01f2
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[Model] Mamba2 causal conv1d Refactor to Split Prefill and Decode Requests for Corresponding Kernels (#17146)
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
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2025-05-06 17:59:30 -07:00 |
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Hongxia Yang
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ed3a1d2106
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[ROCm] fix num_stages for default moe config to avoid triton OutOfResource error (#17744)
Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
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2025-05-07 00:39:48 +00:00 |
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Mengqing Cao
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f9bc5a0693
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[Bugfix] Fix triton import with local TritonPlaceholder (#17446)
Signed-off-by: Mengqing Cao <cmq0113@163.com>
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2025-05-06 17:53:09 +08:00 |
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999328be0d
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[Model] Add GraniteMoeHybrid 4.0 model (#17497)
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Co-authored-by: Thomas Ortner <boh@zurich.ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
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2025-05-06 12:00:31 +08:00 |
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Jinzhen Lin
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1d0c9d6b2d
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[Kernel] some optimizations for dense marlin and moe marlin (#16850)
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
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2025-05-05 09:39:30 -07:00 |
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Harry Mellor
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d6484ef3c3
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Add full API docs and improve the UX of navigating them (#17485)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-05-03 19:42:43 -07:00 |
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rasmith
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e3d0a1d190
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[Quantizaton] [AMD] Add support for running DeepSeek int8 w8a8 MoE on ROCm (#17558)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
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2025-05-02 21:41:10 -07:00 |
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Eric Hartford
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9b103a1d76
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fix typo in logging (#17605)
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2025-05-02 18:04:40 -07:00 |
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Xiaodong WangandLu Fang
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9352cdb56d
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[Hardware][AMD] Improve OAM device ID + llama4 Maverick MOE tuning (#16263)
Signed-off-by: Lu Fang <lufang@fb.com>
Co-authored-by: Lu Fang <lufang@fb.com>
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2025-05-02 19:44:19 +00:00 |
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Caleb_Du
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3e887d2e0c
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permute/unpermute kernel for moe optimization (#14568)
Signed-off-by: Caleb_Du <Caleb_Du@zju.edu.cn>
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2025-05-02 11:31:55 -07:00 |
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Michael Goin
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868c546da4
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Support W8A8 INT8 MoE for compressed-tensors (#16745)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-05-02 10:03:32 -04:00 |
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cc2a77d7f1
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[Core] [Bugfix] Add Input Embeddings (#15428)
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: 临景 <linjing.yx@alibaba-inc.com>
Co-authored-by: Bryce1010 <bryceyx@gmail.com>
Co-authored-by: Nan2018 <nan@protopia.ai>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-05-02 01:06:39 -07:00 |
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