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1981 Commits
Author SHA1 Message Date
Roberto L. Castro fcb9df99bd [Perf][Kernel] Optimize FP4 quantization kernels (SM100F) (#32520) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
 2026-01-24 18:45:27 -07:00
Lucas Wilkinson da5e7b12be [MLA] Fuse cat and qaunt for fp8 kv-cache (#32950) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-01-24 16:03:02 +00:00
Isotr0py 9ad7f89f55 [Models]: Make Multimodal config implicit in ViT implementation (#31972) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-24 20:34:26 +08:00
ElizaWszolamgoinVarun Sundar RabindranathMatthew BonanniLuka GovedičLuka GovedičLucas WilkinsonLuka Govedič
 		a28b94e6ef [Performance] Split FlashAttn attention and cache update (#25954) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Luka Govedič <luka.govedic@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <luka.govedic@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
 2026-01-23 17:28:06 -08:00
joninco ebd0a17e0e [Bugfix] Fix missing is_layer_skipped check for FusedMoE in AWQConfig (#32935) 
Signed-off-by: jon <joninco@bullpoint.org>
 2026-01-23 17:19:56 -05:00
Wentao Ye 37c9859fab [Refactor] Clean up unused variables & func (#32692) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-01-23 17:04:25 -05:00
Michael Goin 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
Markus / MarkClaude Opus 4.5mgoin
 		586a57ad7e fix: Add glm4_moe_lite to MLA detection (#32614) 
Signed-off-by: marksverdhei <marksverdhei@hotmail.com>
Signed-off-by: Markus / Mark <46672778+marksverdhei@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2026-01-23 12:38:57 -08:00
Harry HuangandChen Zhang 5206e5e28c [V1][Hybrid] Mamba Prefix Caching with align mode (#30877) 
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2026-01-23 09:56:48 -08:00
Xin Yang 90c2007932 [Bugfix] Disable tma_aligned_scales in test_fusions_e2e (#32916) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-01-23 14:34:30 +00:00
Li, Jiangandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 5da4c7d789 [CI/Build][CPU] Fix failed pooling tests and macos smoke test (#32907) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Li, Jiang <bigpyj64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-23 10:48:20 +00:00
Andreas Karatzas a8eb1182f1 [CI][Models] Add VLM Support for Sequence Classification Conversion (#32885) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-23 16:22:51 +08:00
Karan Bansal fa6e599a61 [Bugfix] Fix _CPU_MOE_ACT AssertionError when vLLM config not set (#32777) 
Signed-off-by: Karan Bansal <karanb192@gmail.com>
 2026-01-23 08:22:37 +00:00
Luka GovedičandMichael Goin 5e4e0e51f4 [torch.compile] Compile CustomOp.forward_native for SiluAndMul and QuantFP8 to avoid raw torch ops inside opaque custom ops (#32806) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-01-22 19:52:26 -08:00
bnellnm dc917cceb8 [MoE Refactor] Move select_experts from FusedMoEQuantMethod -> FusedMoE (#31996) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-01-22 18:21:35 -05:00
Fadi Arafeh fc56f4a071 [BugFix] Fix invalid flashinfer_fused_moe_blockscale_fp8 op registration (#32855) 
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
 2026-01-22 22:27:40 +00:00
Xin Yang d08b356ee0 [Perf] Create TMA-aligned input scale tensor for DeepGemm on Hopper (#32619) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-01-22 15:47:04 -05:00
Eldar Kurtić 44f08af3a7 Add llmcompressor fp8 kv-cache quant (per-tensor and per-attn_head) (#30141) 
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
Signed-off-by: eldarkurtic <8884008+eldarkurtic@users.noreply.github.com>
 2026-01-22 13:29:57 -07:00
Matthew Bonanni 955b43a5a5 [Bugfix][Attention] Explicitly report support for kv_cache_dtype bfloat16 (#32795) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-22 19:05:18 +00:00
Maximilien de Bayser ff365eea94 Support bge-m3 sparse embeddings and colbert embeddings (#14526) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
 2026-01-22 23:52:57 +08:00
Richard Zou 654a71fc3c [torch.compile] Improve Cold Start for MoEs (#32805) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2026-01-22 10:44:40 -05:00
Alex Sun 49a1262267 [AMD][ROCm] MoRI EP: a high-performance all2all backend (#28664) 
Signed-off-by: Alex Sun <alex.s@amd.com>
 2026-01-22 16:33:18 +08:00
Andreas KaratzasandMatthew Wong eb1629da24 [ROCm][CI] Fix AITER test flakiness by using explicit attention backend (#32346) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
 2026-01-22 13:55:25 +08:00
Xin Yang 63227accf5 [Kernel] Add topk_sigmoid kernel (#31246) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-01-21 22:49:51 +00:00
Divakar Verma 180fba653e [ROCm] fix import for on_gfx9 (#32783) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2026-01-21 18:41:11 +00:00
elvischenv 808d6fd7b9 Bump Flashinfer to v0.6.1 (#30993) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
 2026-01-21 08:49:50 -08:00
whx 1861ae8aae [PluggableLayer][1/N] Define PluggableLayer (Fix ci) (#32744) 
Signed-off-by: whx-sjtu <2952154980@qq.com>
 2026-01-21 11:38:04 -05:00
Robert ShawandRobert Shaw 4e31b7f228 [Quantization][Deprecation] Remove RTN (#32697) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-01-21 16:34:42 +00:00
Pleaplusone 6c20e89c02 [ROCm][Deepseekv3.2] Refactor Sparse Indexer as CustomOp (#29287) 
Signed-off-by: ganyi <ygan@amd.com>
 2026-01-21 23:16:30 +08:00
Robert ShawandRobert Shaw 85f55c943c [Quantization][Deprecation] Deprecate HQQ (#32681) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-01-21 09:32:40 -05:00
Robert ShawandRobert Shaw cea3c754c4 [Quantization][Deprecation] Remove DeepSpeedFp8 (#32679) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-01-21 09:32:12 -05:00
Robert Shaw 42135d6898 [MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414) 2026-01-21 08:22:33 -05:00
Robert Shaw c78ee240b3 Revert "[PluggableLayer][1/N] Define PluggableLayer" (#32725) 2026-01-21 00:21:06 +00:00
Vasiliy Kuznetsov d2389c1262 fp8 online quant: split out Fp8OnlineLinearMethod (#32189) 2026-01-20 18:13:22 -05:00
TJian 9b67338b78 [Bugfix] Suppress log on non-ROCm platform (#32703) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2026-01-20 13:38:20 -08:00
whx 4ca62a0dbd [PluggableLayer][1/N] Define PluggableLayer (#32331) 
Signed-off-by: whx-sjtu <2952154980@qq.com>
 2026-01-20 16:19:21 +00:00
vllmellm 148117ea2e [Refactor] Make FP8 Linear Ops use kernel abstraction (#27814) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2026-01-20 14:48:20 +08:00
Matthew BonanniandWentao Ye 1a1fc3bbc0 [Attention][MLA] Make FLASHINFER_MLA the default MLA backend on Blackwell, and TRTLLM the default prefill (#32615) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-01-19 18:41:34 -05:00
jiahancandRobert Shaw 7350331718 [BugFix] Fix TRT-LLM NVFP4 DP/EP (#32349) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-01-19 14:32:24 -05:00
danisereb aa7f37ccfa Add support for LoRA adapters in Nemotron-H models (#30802) 
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
 2026-01-19 22:30:44 +08:00
Iryna Boiko f5d1740030 [Bugfix] Add OOT backend option (#32471) 
Signed-off-by: Iryna Boiko <iboiko@habana.ai>
 2026-01-18 22:20:39 +00:00
Andrey Khalyavin ba29ab441e Use the same memory for workspace13 and fused_output. (#31531) 
Signed-off-by: Andrey Khalyavin <halyavin@yandex-team.ru>
 2026-01-18 19:14:22 +00:00
bnellnm 327a02d8db [MoE Refactor] Separate Router into OO Classes (#30623) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-01-18 11:40:49 -05:00
tjp_zjuandWentao Ye 2f03035a61 "refactor: refactor_repeated_interfaces" (#32486) 
Signed-off-by: tom-zju <tanjianpingzju1990@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-01-18 22:07:01 +08:00
Robert ShawandRobert Shaw 4a6af8813f [MoE Refactor] Move Test Impl into Test Dirs (#32129) 
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
 2026-01-18 12:16:59 +08:00
Matthew Bonanni 2e7c89e708 Revert "[Attention][MLA] Make FLASHINFER_MLA the default MLA backen… (#32484) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-17 04:42:39 +00:00
Hashem Hashemi 7a1030431a Atomics Reduce Counting Optimization for SplitK Skinny GEMMs. (#29843) 
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
 2026-01-16 11:45:04 -06:00
Rabi Mishra b66b0d6abb fix(rocm): Enable non-gated MoE (is_act_and_mul=False) support on ROCm (#32244) 
Signed-off-by: rabi <ramishra@redhat.com>
 2026-01-16 15:31:10 +08:00
Hongxin Xuandarlenxu 03da3b52ef [Bugfix] Refactor to support DP parallel in R3 (#32306) 
Signed-off-by: xhx1022 <1737006628@qq.com>
Co-authored-by: arlenxu <arlenxu@tencent.com>
 2026-01-16 15:13:58 +08:00
XiongfeiWei 73f635a75f [Bug] Add TPU backend option (#32438) 
Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com>
 2026-01-16 05:17:12 +00:00