Commit Graph
4521 Commits
Author SHA1 Message Date
Yintong Lu f09daea261 [CPU] Support int8 compute mode in CPU AWQ (#35697)
Signed-off-by: Yintong Lu <yintong.lu@intel.com>
2026-03-31 15:27:37 +08:00
zhangyiming 1ac6694297 [OOT] Add OOT support for linear kernel. (#37989)
Signed-off-by: menogrey <1299267905@qq.com>
2026-03-31 14:33:21 +08:00
Netanel Haberandtomeras91 e812bf70bd Restore non-hf processor path for Nano-Nemotron-VL (bypass call_hf_processor_mm_only) - fixes #38018 (#38567)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
2026-03-30 21:56:52 +00:00
bcc6f67447 [Bugfix] Use null block (0) for padded block table entries (#35431)
Signed-off-by: SandishKumarHN <sandish@fb.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
2026-03-30 14:02:51 -07:00
Asaf Gardin 1fc69f59bb [Bug fix][Quantization] Fix dummy weight loading (#38478)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
2026-03-30 16:38:02 -04:00
Ilya Markov 12701e8af2 [EPLB] Optmize eplb mapping and record in router for prefill (#36261)
Signed-off-by: ilmarkov <markovilya197@gmail.com>
2026-03-30 19:48:33 +00:00
Benjamin Chislett 494636b29d [Feat][Spec Decode] DFlash (#36847)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
2026-03-30 15:03:15 -04:00
3b1dbaad4e [HMA]Fix corner case when hybrid page_size can not be evenly divided issue (blk_size=64,tp=4) (#37467)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
2026-03-30 16:47:30 +00:00
Johnny 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
roikoren755 8e6293e838 [Mamba] Add stochastic rounding support (#35753)
Signed-off-by: Roi Koren <roik@nvidia.com>
2026-03-30 12:33:49 -04:00
Hongxia YangandHongxia Yang dbdd9ae067 [ROCm][Bugfix] fix exception related to trust_remote_code for MiniMax-M2.1-MXFP4 (#37698)
Signed-off-by: Hongxia Yang <hongxiay.yang@amd.com>
Co-authored-by: Hongxia Yang <hongxiay.yang@amd.com>
2026-03-30 15:49:23 +00:00
Matthias GehreandMichael Goin e8b055a5ac [Bugfix] Handle ParallelLMHead in compressed-tensors get_quant_method (#37291)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-03-30 07:30:52 -07:00
Thomas Parnell 7c3f88b2a8 [Bugfix] Remove false-positive format mismatch warnings in FLA ops (#38255)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2026-03-30 12:32:26 +00:00
Tan Pin Siang 85c0950b1f [ROCm] Enable MORI EP for unquantized MoE with AITER backend (#37529)
Signed-off-by: Tan Pin Siang <pinsiang.tan@amd.com>
2026-03-30 15:19:33 +08:00
Jee Jee LiandRoger Wang ac30a8311e [Bugfix][Model] Fix PixtralForConditionalGeneration LoRA (#36963)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-03-29 23:59:42 -07:00
PikaPikachu 63babd17f1 [Model][Quantization] Add GGUF support for MiniMax-M2.1 (#36965)
Signed-off-by: kangletian <Letian.Kang@amd.com>
2026-03-30 14:24:06 +08:00
Jaewon d816834c1a [MoE] Add RoutingMethodType.Simulated to TRT-LLM FP8/NVFP4 kernel allowlists (#38329)
Signed-off-by: Jaewon Lee <jaewon@meta.com>
2026-03-29 22:53:43 -07:00
Roger Wang 92f0db57a8 [Misc] Always use forward_mulmat for Conv3d on newer versions of torch. (#38487) 2026-03-30 05:39:41 +00:00
Kyle Sayers d28d86e8a3 [QeRL] Fix online quantized reloading (#38442)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2026-03-29 14:56:41 -06:00
Wentao Ye 995dea1354 [Perf] Remove redundant device copies for CPU-only pooling token IDs, 48.9% E2E throughput improvement (#38139)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-03-29 18:12:50 +00:00
allgather 8c0b6267d7 [Transformers v5] fix missing pixtral/voxtral multimodal dispatch (#38410)
Signed-off-by: allgather <all2allops@gmail.com>
2026-03-29 09:59:06 +00:00
haosdent d39b8daf5f [Feature] Add Qwen3-ForcedAligner support via token classification pooling (#35367)
Signed-off-by: haosdent <haosdent@gmail.com>
2026-03-29 00:27:52 +00:00
Kunshang Jiandwang.yuqi aa4eb0db78 [CI]revert initialize_model context manager (#38426)
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
2026-03-28 16:56:50 +00:00
IriKa 148a5c1226 [Bugfix]fix output Nan/Inf in marlin if dtype=float16 (#33972)
Signed-off-by: IriKa Qiu <qiujie.jq@gmail.com>
2026-03-27 16:36:08 -07:00
Wei Zhao b69bf2f0b1 [Perf] Use torch compile to fuse pack topk in trtllm moe (#37695)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
2026-03-27 17:30:46 -06:00
rongfu.leng 88149b635e Add nvidia h800 moe config (#31201)
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
2026-03-27 16:28:48 -07:00
Kyle Sayers 648edcf729 [QeRL] Compose online quantization with quantized reloading (#38032)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2026-03-27 13:22:33 -07:00
Gregory Shtrasberg b8665383df [ROCm] Fix GPT-OSS import for triton 3.6 (#37453)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
2026-03-27 18:00:57 +00:00
Rohan PotdarandAndreas Karatzas 0e9358c11d {ROCm]: gpt-oss fusion/padding fixes (#38043)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-03-27 12:19:15 -04:00
Jonas M. Kübler 98e7f223b9 enable skipping of SW attention layers when using FP8 KV cache (#33695)
Signed-off-by: Jonas Kuebler <kuebj@amazon.com>
2026-03-27 07:25:02 -06:00
Bowen Bao 0ae89f18fd [Refactor] Move FusedMoE hidden_size roundup to quant_method (#34285)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
2026-03-26 23:38:26 -07:00
Li, Jiang becaed6ec8 [CPU] Support CT W4A16 on CPU MP kernel (#38219)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2026-03-27 14:15:28 +08:00
Xiaoshuang Wang a8eab8f30d [Model] Extract GatedDeltaNetAttention into shared layer for Qwen3Next and Qwen3.5 (#37975)
Signed-off-by: wxsIcey <1790571317@qq.com>
Signed-off-by: Icey <1790571317@qq.com>
2026-03-27 14:13:21 +08:00
Andreas Karatzas a8e48a7b85 [CI] Fix conch kernel crash on 3D input by reshaping to 2D before GEMM (#38178)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-03-26 11:46:03 -05:00
Chuan (Richard) Li cb2263218e [Bugfix][Minor] Fix potential NameError in mamba backend selector and misc typos (#35886)
Signed-off-by: Li <chuali@amd.com>
2026-03-26 11:59:24 -04:00
zhang-prog 0f5b526040 [Fix] Remove unused packing_position_embedding from PaddleOCRVL for better checkpoint compatibility (#38232)
Signed-off-by: zhangyue66 <zhangyue66@baidu.com>
2026-03-26 15:34:49 +00:00
Zhewen LiandZhewen Li be1a85b7a2 Revert "[MoE Kernel] Flashinfer nvfp4 cutedsl moe kernel integration" (#38050) (#38169)
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
2026-03-26 07:59:09 -07:00
Jared Wen 757eafcf37 [bug-fix] GLM OCR Patch Merger context_dim (#37962)
Signed-off-by: JaredforReal <w13431838023@gmail.com>
2026-03-26 05:11:21 -07:00
Andreas Karatzas f2d16207c7 [ROCm][CI] Fix flaky GPTQ compile correctness test (#38161)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-03-26 19:57:00 +08:00
Cyrus Leung 502c41a8f6 [Model] Use helper function to run MM processors with token inputs (where applicable) (#38018)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-03-26 16:44:04 +08:00
Vadim Gimpelson 52069012fe [Bugfix] Fix DeepGemm E8M0 accuracy degradation for Qwen3.5 FP8 on Blackwell (#38083)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
2026-03-26 01:21:47 -07:00
Terry Gao 38de822310 [Model] Add torch.compile support for InternVL vision encoder (#38049)
Signed-off-by: tianrengao <terrygao87@gmail.com>
2026-03-25 23:52:29 -07:00
BadrBasowidandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> e6bf9f15ec [Bugfix][CI] Fix Marlin FP8 Linear Kernel for Compressed Tensors Format (#38092)
Signed-off-by: BadrBasowid <Badr.Basowid@gmail.com>
Signed-off-by: BadrBasowid <61441185+BadrBasowid@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-03-25 21:11:43 -07:00
Xin Yang 9704a5c310 Disable dual stream execution of input projection for Qwen3 (#38152)
Signed-off-by: Xin Yang <xyangx@amazon.com>
2026-03-26 01:20:39 +00:00
Wei Zhao 74056039b7 Fix minimax m2.5 nvfp4 kv scales weight loading (#37214)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
2026-03-26 00:48:06 +00:00
Jacob Platin d7d51a7ee5 [Bugfix] Fix Qwen3.5-FP8 Weight Loading Error on TPU (#37348)
Signed-off-by: Jacob Platin <jacobplatin@google.com>
2026-03-26 00:46:01 +00:00
Harry Mellor 3c3c084240 Various Transformers v5 fixes (#38127)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-03-26 00:10:08 +00:00
Ekagra Ranjan 7b54f60db0 [Cohere] Enable Cohere-Transcribe (#38120)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
2026-03-25 16:13:51 -07:00
7d6917bef5 [ROCm] Fix MoE kernel test failures on gfx950 (#37833)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
2026-03-25 13:46:40 -05:00
Cyrus Leung ba2f0acc2d [Misc] Reorganize inputs (#35182)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-03-25 10:22:54 -07:00