 Julien Denize
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c6187f55f7
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Refactor MistralTokenizer (#26358)
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
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2025-10-09 22:48:58 +00:00 |
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Wentao Ye
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1ee35382cb
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[Bug] Fix modular_kernel: ZeroDivisionError: integer division or modulo by zero (#26528)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-10-09 15:13:27 -07:00 |
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bnellnm
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a462331e36
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[Bugfix] Disable moe inplace for torch >= 2.9 (#26497)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-10-09 18:07:38 +00:00 |
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bnellnm
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47e66c24e2
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[Model] Apply shared experts overlap optimization to all models with shared experts (#26145)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-10-09 11:31:04 -04:00 |
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Lukas Geiger
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2c1c7dfb35
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[Models][Qwen] Replace pad with cat for better performance (#26486)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-10-09 14:51:26 +00:00 |
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Jiangyun Zhu
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5728da11ea
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Revert #26113 "[Frontend] CompilationConfig overhaul (#20283): deprecate use_inductor in favor of backend, simplify custom_ops" (#26472)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2025-10-09 05:43:55 -07:00 |
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Isotr0py
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d1ddf340c8
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[V0 deprecation] Remove QKVCrossParallelLinear implementation (#26475)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-10-09 10:52:27 +00:00 |
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Lukas Geiger
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0426e3c5e1
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[Models][Qwen3VL] Optimise _validate_and_reshape_mm_tensor (#26426)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-10-09 10:25:48 +00:00 |
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Jerry Zhang
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a83ff278d6
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[torchao] Add support for ModuleFqnToConfig using regex (#26001)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-10-09 08:32:32 +00:00 |
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Rahul Tuli
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cf4cd6c24f
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Add: Support for multiple hidden layers in Eagle3 (#26164)
Signed-off-by: Rahul Tuli <rtuli@redhat.com>
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2025-10-09 07:30:50 +00:00 |
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Harry Mellor
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b960441812
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Enable RMSNorm substitution for Transformers backend (#26353)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-09 07:28:51 +00:00 |
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1317028aa8
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[Model] Gemma3: Fix GGUF loading and quantization (#26189)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-10-09 07:00:53 +00:00 |
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Zhiyuan Li
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d24cf322e1
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[Hybrid]: Decouple Kernel Block Size from KV Page Size (#24486)
Signed-off-by: lizhiyuan <uniartisan2017@gmail.com>
Signed-off-by: Zhiyuan Li <uniartisan2017@gmail.com>
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2025-10-08 23:43:39 -07:00 |
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Naveenraj KamalakannanandLuka Govedič
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e614ab7806
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Separate MLAAttention class from Attention (#25103)
Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-10-08 17:11:11 -07:00 |
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bnellnm
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da364615fc
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[Kernels] Modular kernel refactor (#24812)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-10-08 17:51:52 -04:00 |
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Lukas Geiger
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93f2c0aa08
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[Models] Improve iteration over layers (#26425)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-10-08 20:48:33 +00:00 |
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+151
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241b4cfe66
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[Refactor] Refactor FP8 & INT8 Quant Folder inside w8a8 (#25293)
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Co-authored-by: Sergio Paniego Blanco <sergiopaniegoblanco@gmail.com>
Co-authored-by: CSWYF3634076 <wangyafeng@baidu.com>
Co-authored-by: Lehua Ding <lehuading@tencent.com>
Co-authored-by: Reza Barazesh <3146276+rzabarazesh@users.noreply.github.com>
Co-authored-by: ihb2032 <40718643+ihb2032@users.noreply.github.com>
Co-authored-by: Asaf Joseph Gardin <39553475+Josephasafg@users.noreply.github.com>
Co-authored-by: Anion <123177548+Anionex@users.noreply.github.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
Co-authored-by: bnellnm <49004751+bnellnm@users.noreply.github.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
Co-authored-by: cjackal <44624812+cjackal@users.noreply.github.com>
Co-authored-by: David Ben-David <sdavidbd@gmail.com>
Co-authored-by: David Ben-David <davidb@pliops.com>
Co-authored-by: Andrew Xia <axia@mit.edu>
Co-authored-by: Andrew Xia <axia@fb.com>
Co-authored-by: Salvatore Cena <cena@cenas.it>
Co-authored-by: Param <psch@cs.unc.edu>
Co-authored-by: Zhewen Li <zhewenli@meta.com>
Co-authored-by: nadathurv <work.vnadathur@gmail.com>
Co-authored-by: Srreyansh Sethi <107075589+WorldExplored@users.noreply.github.com>
Co-authored-by: Wenlong Wang <wangwenlong2755@gmail.com>
Co-authored-by: billishyahao <bill.he@amd.com>
Co-authored-by: Nathan Scott <natoscott@users.noreply.github.com>
Co-authored-by: Kenichi Maehashi <939877+kmaehashi@users.noreply.github.com>
Co-authored-by: Johnny <johnnync13@gmail.com>
Co-authored-by: Aidyn-A <31858918+Aidyn-A@users.noreply.github.com>
Co-authored-by: Huamin Li <3ericli@gmail.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Hosang <156028780+hyoon1@users.noreply.github.com>
Co-authored-by: Jerry Zhang <jerryzh168@gmail.com>
Co-authored-by: pwschuurman <psch@google.com>
Co-authored-by: Huy Do <huydhn@gmail.com>
Co-authored-by: leo-pony <nengjunma@outlook.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: Andrew Xia <axia@meta.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: ahao-anyscale <ahao@anyscale.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Liu-congo <1502632128@qq.com>
Co-authored-by: HUIJONG JEONG <64083281+huijjj@users.noreply.github.com>
Co-authored-by: Yannick Schnider <Yannick.Schnider1@ibm.com>
Co-authored-by: kyt <eluban4532@gmail.com>
Co-authored-by: Egor <e.a.krivov@gmail.com>
Co-authored-by: Yang Liu <127183760+KKSK-DON@users.noreply.github.com>
Co-authored-by: Paul Pak <52512091+paulpak58@users.noreply.github.com>
Co-authored-by: whx <56632993+whx-sjtu@users.noreply.github.com>
Co-authored-by: Xiang Si <sixiang@google.com>
Co-authored-by: Aleksandr Samarin <samarin_ad@mail.ru>
Co-authored-by: Jun Jiang <jasl9187@hotmail.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Nikhil G <nrghosh@users.noreply.github.com>
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2025-10-08 10:20:48 -04:00 |
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Harry Mellor
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2f99f2f506
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Tidy vllm/config/__init__.py to only add classes and functions (#26405)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-08 07:10:00 -07:00 |
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Eugene Khvedchenya
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f9582fd8f4
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[Model] Allow passing custom number of max tiles to Nano 2 VL (#26403)
Signed-off-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com>
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2025-10-08 11:19:39 +00:00 |
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Daniele
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f377333bd7
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[Misc] add usedforsecurity=False in md5 hash call (#26357)
Signed-off-by: Daniele Trifirò <dtrifiro@redhat.com>
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2025-10-08 10:18:32 +00:00 |
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335b28f7d1
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[TPU] Rename tpu_commons to tpu_inference (#26279)
Signed-off-by: Utkarsh Sharma <utksharma@google.com>
Co-authored-by: Utkarsh Sharma <utksharma@google.com>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
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2025-10-07 23:30:52 -07:00 |
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isharif168
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046118b938
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Add SwigluOAI implementation for CPUFusedMOE (#26347)
Signed-off-by: Sharif Inamdar <sharif.inamdar@arm.com>
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2025-10-07 20:17:49 -06:00 |
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liangel-02
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b32260ab85
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[torchao] safetensors integration (#25969)
Signed-off-by: Angel Li <liangel@meta.com>
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2025-10-07 20:12:35 -06:00 |
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0c824fc46f
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[Frontend] CompilationConfig overhaul (#20283): deprecate use_inductor in favor of backend, simplify custom_ops (#26113)
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
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2025-10-07 12:53:43 -07:00 |
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Wentao Ye
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8f36850f73
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[Bug] Fix Shape Validation for Fallback while Enabling E8M0 for DeepGEMM (#26322)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-10-07 13:50:30 -04:00 |
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Chen Zhang
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29fd2662ba
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[deepseek] add EP8 FusedMOE config for H200 and B200 (#26331)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-10-07 10:38:54 -07:00 |
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Paul Pak
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320feae6f5
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[Model] Lfm2Moe (#26344)
Signed-off-by: Paul Pak <paulpak58@gmail.com>
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2025-10-07 16:03:05 +00:00 |
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6f59beaf0b
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[Model] Add support for ModernBertForTokenClassification (#26340)
Signed-off-by: Antoine Recanati Le Goat <antoine.recanati@sancare.fr>
Signed-off-by: antrec <antoine.recanati@gmail.com>
Co-authored-by: Antoine Recanati Le Goat <antoine.recanati@sancare.fr>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-10-07 14:29:19 +00:00 |
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fxmarty-amd
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41f1cf38f2
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[Feature][OCP MX] Support mxfp6 and mixed mxfp6-mxfp4 (#21166)
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2025-10-07 09:35:26 -04:00 |
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Isotr0py
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08d26a1b7e
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[Model] Use merge_by_field_config for MM models (Ovis family) (#26308)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-10-07 12:54:22 +00:00 |
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Daniel Cámporaandyoukaichao
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e1098ced95
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Add topk logits torch op for DS3.2. (#25945)
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Signed-off-by: Daniel Cámpora <961215+dcampora@users.noreply.github.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
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2025-10-07 10:07:32 +00:00 |
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Ayush SatyamandDarkLight1337
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de342585ff
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[Model] Define merge_by_field_config MM interface (R-T) (#26260)
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-07 16:10:55 +08:00 |
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Ayush SatyamandDarkLight1337
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5f7e8a916a
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[Model] Define merge_by_field_config MM interface (U-Z) (#26261)
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-07 06:45:49 +00:00 |
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ahao-anyscale
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4dbdf4a294
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[BUG] Fix file parsing for load_format runai_streamer_sharded (#26324)
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
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2025-10-07 11:23:07 +08:00 |
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Benjamin Chislett
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2161efe978
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[Bugfix] Allow skipping MoE in NVFP4 (fix for MTP) (#25987)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
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2025-10-06 16:16:30 -04:00 |
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Raushan TurganbayandHarry Mellor
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7cd95dc8a3
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[Bugfix] Fix gemma3 with transformers backend (#23178)
Signed-off-by: raushan <raushan@huggingface.co>
Signed-off-by: Raushan Turganbay <raushan@huggingface.co>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-06 18:42:32 +00:00 |
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c02058c222
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Add bias handling to CPUFusedMOE kernel (#26289)
Signed-off-by: Crefeda Rodrigues <crefeda.rodrigues@arm.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Crefeda Rodrigues <65665931+cfRod@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Sharif Inamdar <Sharif.Inamdar@arm.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
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2025-10-06 18:39:10 +00:00 |
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Rahul Tuli
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05f6846ede
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Support llama3 eagle3 head with llama4 verifier (#25961)
Signed-off-by: rahul-tuli <rtuli@redhat.com>
Signed-off-by: Rahul Tuli <rtuli@redhat.com>
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2025-10-06 13:56:08 -04:00 |
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b8f603cebe
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[Model] EVS support for nano_nemotron_vl (#26269)
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
Signed-off-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Signed-off-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Eugene Khvedchenia <ekhvedchenia@nvidia.com>
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2025-10-07 00:23:37 +08:00 |
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Chatcharin Sangbutsarakum
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fc679696f8
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Fix DotsOCR tensor type (#26281)
Signed-off-by: what_in_the_nim <chatcharinsang@gmail.com>
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2025-10-06 12:23:43 +00:00 |
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Raushan TurganbayandHarry Mellor
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ab5e7d93f4
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[Bugfix] Fix mrope in Transformers Backend (#26087)
Signed-off-by: raushan <raushan@huggingface.co>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-06 11:40:50 +00:00 |
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Harry Mellor
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0340f45553
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Support expert parallel load balancing in Transformers backend (#26287)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-06 11:20:16 +00:00 |
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Cyrus Leung
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19a00eb210
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[Model] Use merge_by_field_config for MM models (Llava family) (#26280)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-06 09:45:26 +00:00 |
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Roger Wang
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43c146ca42
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[Misc] Clean up unnecessary E501 ignore (#26274)
Signed-off-by: Roger Wang <hey@rogerw.io>
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2025-10-06 07:29:18 +00:00 |
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Harry Mellor
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6c04638214
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Fix per file ruff ignores related to line length (#26262)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-06 05:12:40 +00:00 |
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Thomas Parnell
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778f554157
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[V1] [Hybrid] Some additional clean-up in Mamba2 prefix caching (#26222)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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2025-10-06 10:40:30 +08:00 |
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Harry Mellor
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b893d661b1
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Fix per file ruff ignores related to simplification (#26259)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 20:31:53 +00:00 |
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Harry Mellor
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1c0c68202c
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Fix per file ruff ignores related to typing (#26254)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 16:37:55 +00:00 |
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Harry Mellor
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557b2e961d
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Remove all cases of fmt: on/off (#26253)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 09:18:14 -07:00 |
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Harry Mellor
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4e256cadc2
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Remove all references to yapf as it's no longer used (#26251)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 09:18:11 -07:00 |
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