 Harry Mellor
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6ee081d1d0
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Add new tp plan styles to the Transformers modelling backend (#40467)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-04-21 08:51:30 -07:00 |
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roikoren755
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f819265a4a
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Default to 'align' mamba cache mode for Mamba-based models when speculative decoding is enabled (#40454)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2026-04-21 14:51:43 +00:00 |
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Shanshan Shen
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936e0b79aa
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[MM][CG] Optimize default max_frames_per_batch auto-infer for ViT CUDA graph video inference (#40445)
Signed-off-by: shen-shanshan <467638484@qq.com>
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2026-04-21 14:47:53 +00:00 |
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ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟
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908a713488
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[Bugfix] LoRA: extend expert base_layer loading to Qwen3.5 and Step3.x (#37114)
Signed-off-by: Hollow Man <hollowman@opensuse.org>
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2026-04-21 14:17:03 +00:00 |
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d249a9e90e
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Add Granite 4.1 Vision as built-in multimodal model (#40282)
Signed-off-by: Artem Spector <artems@il.ibm.com>
Signed-off-by: artemspector <artems@il.ibm.com>
Co-authored-by: artemspector <artems@il.ibm.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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2026-04-21 05:43:39 -07:00 |
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milesial
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257015d5e5
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[MoE] Triton MoE Perf regression - restore low latency path (#39016)
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2026-04-21 02:37:11 -04:00 |
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Luciano MartinsandLuciano Martins
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20d3743491
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[Bugfix] Gemma4: fix multimodal embedder norm order to match HF reference (#40411)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
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2026-04-21 02:28:26 +00:00 |
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Chauncey
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18563f2072
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[Misc] Reduce attention logging levels (#40086)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
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2026-04-21 02:09:25 +00:00 |
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bnellnmandRobert Shaw
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6867bcd076
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[Bugfix] Replace code that disabled shared expert overlap (#39222)
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 19:36:16 -04:00 |
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bai
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191e3fdaa1
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Update flashinfer to 0.6.8 (#39959)
Signed-off-by: bai <v@gor.io>
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2026-04-20 10:37:23 -07:00 |
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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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Yan Ma
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595562651a
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[XPU] fix MoE triton backend in online fp8 quantization (#40109)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2026-04-20 11:31:39 -04:00 |
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Hashem Hashemi
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3a30eaa1d7
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Properly enable wvSplitK fp8 path for RDNA (#37712)
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
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2026-04-20 10:09:24 -05:00 |
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Vasiliy Kuznetsov
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38fa87caca
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mxfp8 online quant move to new frontend (#40152)
Signed-off-by: Vasiliy Kuznetsov <vasiliy@meta.com>
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2026-04-20 06:26:12 -07:00 |
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nemanjaudovic
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58631d7c3f
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[Bugfix] Fix scaled_mm output narrowing for 3D input tensors (#38093)
Signed-off-by: nemanjaudovic <nudovic@amd.com>
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2026-04-20 16:58:39 +08:00 |
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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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Tao He
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8936118134
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[Qwen][Bugfix] Fixes sigmoid activation in torch impl of RMSNormGated. (#40245)
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
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2026-04-20 04:28:19 +00:00 |
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Shinichi Hemmiandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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fcb31c1ac3
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[Bugfix] Properly initialize PerTensorScaleParameter for fused-on-disk checkpoints (#39765)
Signed-off-by: Hemmi Shinichi <shemmi@preferred.jp>
Signed-off-by: Shinichi Hemmi <50256998+Alnusjaponica@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-04-20 02:53:04 +00:00 |
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danisereb
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d1135a5087
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Fix MoE backend selection for LoRA (unquantized MoE) (#40273)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
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2026-04-19 17:18:40 +00:00 |
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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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Dan Alistarh
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ed0622e3a8
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[Attention] TurboQuant: remove redundant random signs, add prior art attribution (#40194)
Signed-off-by: Dan Alistarh <d.alistarh@gmail.com>
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2026-04-18 14:31:59 -04:00 |
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Yusuf Mohammad
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b5f6c5f834
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Added general ND x ND matmul and unit test for it (#39909)
Signed-off-by: Yusuf <yusufmohammad@live.com>
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2026-04-18 10:05:21 -04:00 |
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Rishapveer Singh
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aeee7ef939
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[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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Michael Goin
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a8bffaa133
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[Kernel] Add MXFP4 W4A4 CUTLASS MoE kernel for SM100 (#37463)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-04-17 16:42:32 -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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sychen52
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6b2b7bd0eb
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Add nvfp4 support to reshape_and_cache_flash (#37332)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
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2026-04-17 07:28:00 -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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Maral
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c0c98b8b9a
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[Bugfix] Add Marlin kernel in block scaled mm kernel selection. (#40105)
Signed-off-by: maral <maralbahari.98@gmail.com>
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2026-04-17 10:20:32 +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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Asaf Gardin
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ad2b1277f9
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[Quantization] Consolidate experts_int8 with fp8 online quantization (#38463)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
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2026-04-16 13:12:20 -07:00 |
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roikoren755
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b897f00c9c
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Gate SSU dispatch setup (#40039)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2026-04-16 13:06:01 -07:00 |
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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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Fadi Arafehandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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445b7093fd
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[perf][cpu] Accelerate BF16 GELU with LUT impl on Arm CPUs (#37469)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-15 22:26:17 -07:00 |
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vllmellm
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5f7fab881a
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[ROCm][FEAT] Integrate aiter gemm w8a8 ptpc (#33773)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
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2026-04-16 09:55:29 +08:00 |
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Asaf Gardin
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19fa90ed0d
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[Quantization] - Layerwise reloading of Attention/KV quantized models (#38995)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
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2026-04-15 18:03:32 -07:00 |
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03f8d3a548
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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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zofia
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fc701c8058
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[XPU][MXFP4] add mxfp4 quant op for XPU (#39857)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
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2026-04-15 12:28:19 +00:00 |
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Zhenzhong Xu
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60995c05b4
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[Quantization][Autoround][CPU] Add W4A16 Support (#38192)
Signed-off-by: Zhenzhong1 <zhenzhong.xu@intel.com>
Signed-off-by: Zhenzhong Xu <zhenzhong.xu@intel.com>
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2026-04-15 18:38:31 +08:00 |
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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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Yufeng HeandIsotr0py
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bcc2306cef
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[Bugfix] Respect VLLM_WEIGHT_OFFLOADING_DISABLE_PIN_MEMORY in prefetch offloader (#37699)
Signed-off-by: Yufeng He <40085740+he-yufeng@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-04-14 20:43:29 -07:00 |
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f4b42df048
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[Attention Backend] TurboQuant: 2-bit KV cache compression with 4x capacity (#38479)
Signed-off-by: vibhavagarwal5 <vibhavagarwal5@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-04-14 19:57:13 -07:00 |
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Michael GoinandClaude
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65b9808960
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[Bugfix] Disable FlashInfer CUTLASS MoE on SM121 (DGX Spark) (#39825)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-04-14 16:03:57 -07:00 |
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Wentao Ye
|
2ad1029233
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[Bug] Fix batch invariance nvfp4 support (#39820)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-04-14 17:08:17 -04:00 |
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