 bnellnmandRobert Shaw
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726efe177b
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[MoE Refactor] Move the shared/fused expert output sum into MoERunnerBase (#35949)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-04-20 12:28:46 -04:00 |
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Julien Denize
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6097afb9bd
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[BUGFIX] Fix Pixtral consolidated format vision weight loading (#39916)
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
Signed-off-by: juliendenize <julien.denize@mistral.ai>
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2026-04-19 22:25:03 -07:00 |
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TJian
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45232a454e
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[FEAT] [Perf] [Gemma4] Fused Gemma4 Routing Function Triton (#39083)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2026-04-19 09:57:39 +00:00 |
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Rishapveer Singh
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aeee7ef939
|
[Bugfix] Fix k_proj's bias for GLM-ASR (#40160)
Signed-off-by: Rishapveer Singh <singhrishapveer@gmail.com>
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2026-04-17 22:34:33 -07:00 |
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allgatherandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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640cc9dd7d
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feat: Add LoRA support for Gemma4ForConditionalGeneration (#39291)
Signed-off-by: allgather <all2allops@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-17 09:39:19 -07:00 |
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Lukas Geiger
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b1dc87a098
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[Models][Gemma4] Prevent GPU/CPU sync in embed_input_ids (#39234)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2026-04-17 12:37:21 +00:00 |
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Netanel Haber
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c4e601c73c
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Bugfix: Parakeet: .conv.pointwise/depthwise_conv1/2.bias weigths can exist even if convolution_bias=False (#40007)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
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2026-04-16 23:22:05 +00:00 |
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grYe99andgrYe99
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4269b79409
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[Model] Use mm_features to compute mrope positions for PaddleOCR-VL (#39888)
Signed-off-by: grYe99 <guorongye99@gmail.com>
Co-authored-by: grYe99 <guorongye99@gmail.com>
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2026-04-16 06:14:00 -07:00 |
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lalit10
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17d87168d2
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[Model] Use mm_features for Keye-VL and Keye-1.5-VL M-RoPE (#39869)
Signed-off-by: Lalit Laxminarayan Bangad <lalitbangad@gmail.com>
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2026-04-16 02:16:06 -07:00 |
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Abhijit Royandwang.yuqi
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2cdf86044d
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Add Jina Embeddings v5 model support (fixes #38633) (#39575)
Signed-off-by: Abhijit <abroy@redhat.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-16 06:37:10 +00:00 |
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03f8d3a548
|
Update to transformers v5 (#30566)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: khluu <khluu000@gmail.com>
Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: jiang1.li <jiang1.li@intel.com>
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2026-04-15 16:29:15 -07:00 |
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Luciano MartinsandLuciano Martins
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6dc9491406
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[Model] Fix Gemma 4 token repetition by dynamic BOS injection for PT models (#39842)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
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2026-04-15 16:13:07 -07:00 |
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Collin McCarthy
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27c0ca50a0
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Update registry for Nemotron-v3 VL Nano/Super (#39747)
Signed-off-by: Collin McCarthy <cmccarthy@nvidia.com>
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2026-04-15 16:09:11 -07:00 |
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Benjamin Chislett
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ac3dac545b
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[Bugfix][Perf] Indexer upcast WK to BF16 for fusion (#38928)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
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2026-04-15 20:39:32 +00:00 |
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zhanqiuhu
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0b790a2501
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[Speculative Decoding] Add DFlash speculators config parsing (#38300)
Signed-off-by: Zhanqiu Hu <zhu@redhat.com>
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2026-04-15 16:22:15 -04:00 |
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danielafrimiandroot
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8b5531933a
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FIX: support language_model.backbone naming in NemotronH Nano VL quantization config (#39901)
Signed-off-by: <>
Co-authored-by: root <root@lyris0144.lyris.clusters.nvidia.com>
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2026-04-15 13:49:48 +00:00 |
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Yan Ma
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29e5d10205
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fix online fp8 for MiniCPM models (#39862)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2026-04-15 09:09:20 +00:00 |
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bnellnm
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19ec9a0a62
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[MoE Refactor] Refactor ZeroExpertFusedMoE into new framework (#35549)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-04-14 16:11:20 -04:00 |
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roikoren755
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ecf5ff7ce3
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[Mamba] Flashinfer selective_state_update (#36162)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2026-04-14 15:10:58 -04:00 |
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Hexiang Wang
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f02b3269e7
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[PluggableLayer][3/N] Apply PluggableLayer to moe-related layers. (#33556)
Signed-off-by: whx-sjtu <2952154980@qq.com>
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2026-04-14 09:55:00 -04:00 |
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bhargav-patel-29andgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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f7e62e3d66
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[Bugfix] Fix mismatch between global and local attention heads in tensor-parallel mode for param2moe model (#39707)
Signed-off-by: bhargav-patel-29 <bhargav.patel@tihiitb.org>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-04-14 20:13:36 +08:00 |
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6f786f2c50
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[Bugfix][Model] Fix Devstral Small 2 HF format weight loading (#39293)
Signed-off-by: thomasmaindron <thomasmaindron@users.noreply.github.com>
Co-authored-by: thomasmaindron <thomasmaindron@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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2026-04-14 10:11:18 +00:00 |
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Shanshan ShenandRoger Wang
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80118853f4
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[MM][Perf][CG] Support ViT full CUDA graph for Qwen3-VL video inference (#38061)
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-04-14 16:49:32 +08:00 |
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lalit10andCyrus Leung
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0008729abf
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[Model] Use mm_features for Ernie-4.5 VL M-RoPE (#39753)
Signed-off-by: Lalit Laxminarayan Bangad <lalitbangad@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-04-14 01:11:52 -07:00 |
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Netanel Haber
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6adacfcb65
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ParakeetExtractor performance and UX enhancements (#39423)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
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2026-04-13 21:37:35 +00:00 |
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Pedram Razavi
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3693f922ff
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[Bugfix][Pooling] Fix silent weight corruption with buffer-reusing iterators (#39650)
Signed-off-by: Pedram Razavi <pedram.razavi@gmail.com>
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2026-04-13 19:37:27 +00:00 |
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Yongye Zhu
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739e5945dc
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[Quantization] [Refactor] Create special "GptOssMxfp4MoeMethod" (#39604)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-04-13 12:53:58 -04:00 |
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fa6ae31177
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feat: rename logit_bias/logit_scale to logit_mean/logit_sigma for affine score calibration (#39530)
Signed-off-by: Jesus Federico <jefp@amazon.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-13 04:43:44 +00:00 |
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r266-techandRoger Wang
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17e787a779
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fix(kimi_k25): resolve media_placeholder_token_id from tokenizer (#39344)
Signed-off-by: r266-tech <r266.tech@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-04-11 21:10:24 -07:00 |
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ShubyM
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92feb9991d
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[Gemma4][Bugfix]: Enable Gemma4ForCasualLM to load lora adapters correctly (#38844)
Signed-off-by: ShubyM <shubymishra20@gmail.com>
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2026-04-11 09:06:49 +00:00 |
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Lee Yongjun
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da72daced2
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[Bugfix] add SupportsMultiModal to Exaone4_5_MTP (#39526)
Signed-off-by: leeyongjun <jqueen.astro@gmail.com>
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2026-04-10 22:57:26 -07:00 |
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e7cfd7c5b9
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Add Gemma4 Eagle3 support (#39450)
Signed-off-by: Rahul-Tuli <rtuli@redhat.com>
Signed-off-by: Fynn Schmitt-Ulms <fschmitt@redhat.com>
Co-authored-by: Rahul-Tuli <rtuli@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-04-10 12:35:35 -07:00 |
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Jee Jee Li
|
ecd1ea1363
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[Kernel] Porting the TRTLLM minimax_allreduce_rms kernels (#37045)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-04-11 00:20:20 +08:00 |
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wang.yuqi
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cb5f7501cb
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[New Model]: jinaai/jina-reranker-v3 (#38800)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-10 15:20:40 +00:00 |
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Peter Nguyen
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8d0f908b98
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[Model] Implement LoRA support for Qwen3ASRForConditionalGeneration (#37247)
Signed-off-by: Peter Nguyen <petern0408@gmail.com>
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2026-04-10 18:34:31 +04:00 |
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PatchyTISandPatchouliTaisa
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967146e7bd
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[model] support FireRedLID (#39290)
Signed-off-by: PatchouliTaisa <patchychen@tencent.com>
Co-authored-by: PatchouliTaisa <patchychen@tencent.com>
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2026-04-10 08:43:58 +00:00 |
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milesial
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270e8a4102
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Nemotron Nano VL: Streamline pixel shuffle (#37580)
Signed-off-by: milesial <milesial@users.noreply.github.com>
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2026-04-10 07:31:19 +00:00 |
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Kyungmin Leeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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e7a1387e73
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Add EXAONE-4.5 (#39388)
Signed-off-by: lkm2835 <lkm2835@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-09 20:53:26 -07:00 |
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Ekagra Ranjan
|
f7cad67412
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[ASR] Fix spacing bw chunks in multi chunk audio transcription (#39116)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
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2026-04-09 12:46:33 -07:00 |
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Andrii SkliarandAndrii Skliar
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df2503e125
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nemotron-nano-vl: Allow use_audio_in_video to be passed at vllm serve time (#38538)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
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2026-04-09 11:44:39 +00:00 |
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Ilya Boytsov
|
d37b378762
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[Model] Update ColModernVBERT to support latest HF checkpoint (#39307)
Signed-off-by: Ilya Boytsov <ilyaboytsov1805@gmail.com>
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2026-04-09 10:48:51 +08:00 |
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Dipika Sikka
|
3aecdf08b4
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[Gemma4] Support quantized MoE (#39045)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
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2026-04-08 21:57:53 -04:00 |
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Kai Song
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f3c7941ec8
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[Bugfix]Fix EP precision for Qwen3.5, Qwen3-Next (#39181)
Signed-off-by: Song Kai <songkai05@baidu.com>
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2026-04-09 01:47:48 +04:00 |
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b55d830ec7
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[Perf][Kernel] Persistent TopK scheduler: unified CUDAGraph-safe kernel with dynamic per-row dispatch - DeepSeek-V3.2 DSA decode (#37421)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-04-08 13:35:57 -04:00 |
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Lucas Wilkinson
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70406eb1dc
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[Attention][V0 Deprecation] Deprecate accept output buffer (#39125)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-04-07 17:14:58 -04:00 |
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Yubo Wang
|
08bfedc152
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[Bugfix] Fix extract_hidden_states crash with quantized KV cache dtype (#39160)
Signed-off-by: Yubo Wang <yubowang2019@gmail.com>
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2026-04-07 11:18:33 -07:00 |
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Rishapveer Singh
|
da4c0e4db9
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[Model] Use AutoWeightsLoader for FalconH1 (#39092)
Signed-off-by: Rishapveer Singh <215205492+rishaps@users.noreply.github.com>
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2026-04-07 16:25:17 +08:00 |
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Netanel Haber
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a9a0e0551f
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nano-nemotron-vl: get_mm_max_tokens_per_item for audio, video, image == seq_len (#38727)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
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2026-04-07 00:23:29 -07:00 |
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Netanel Haber
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dfa5062a8f
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NemotronH default mamba_ssm_cache_dtype=float32; enable auto-hook for NemotronHNanoVLV2Config (#39032)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
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2026-04-06 19:47:46 +00:00 |
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bnellnmandRobert Shaw
|
93bada494f
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[MoE Refactor] Split of DefaultMoERunner class (#35326)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-04-06 12:41:59 -04:00 |
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