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117afeea46
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Fix error in Dynamic NTK scaling (#41277)
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-05-19 17:27:54 -04:00 |
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roikoren755
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737bfa3a43
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[Bugfix][Hybrid][NemotronH] Fix mamba_cache_mode=all + speculative decoding crash (#41233)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2026-05-18 14:54:00 +03:00 |
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wang.yuqi
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a8208e6a81
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[Examples] Resettle features examples. (#40995)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-28 00:33:41 -07:00 |
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+7
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4d51588e23
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[Feat] DeepSeek V4 Rebased (#40860)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: qizixi <zixi@inferact.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Zhewen Li <jerven.vllm@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: qizixi <zixi@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
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2026-04-26 18:31:08 -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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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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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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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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08ed2b9688
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feat(models): implement Google Gemma 4 architecture support (MoE, Multimodal, Reasoning, Tool-Use) (#38826)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Luciano Martins <lucianomartins@google.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
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2026-04-02 11:13:28 -07:00 |
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3b1dbaad4e
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[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>
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2026-03-30 16:47:30 +00:00 |
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Le Yang
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d7d2b5e405
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[Bugfix] Disable --calculate-kv-scales for hybrid GDN/Mamba+Attention… (#37565)
Signed-off-by: Young-Leo <562593859@qq.com>
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2026-03-20 18:28:34 +00:00 |
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Athrael Sojuandwang.yuqi
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c0745a851a
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[Model] Add ColQwen3.5 4.5B support (#36887)
Signed-off-by: Athrael Soju <athrael.soju@gmail.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-03-17 21:17:02 +00:00 |
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Vadim Gimpelson
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8374387bd8
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[FlashInfer] Revert block_size 16 + head_size 256 workaround on Blackwell (#36987)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
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2026-03-16 09:04:29 +00:00 |
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Matthew Bonanni
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77a73458e3
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Reapply [Attention] Refactor check_and_update_config (#35122)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-03-09 07:17:14 -07:00 |
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Wei Zhao
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379689d533
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[Perf] Support FP8 KV cache for Flashinfer MLA Sparse (#35891)
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2026-03-07 13:51:54 -08:00 |
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Andrii SkliarandAndrii Skliar
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0a12cea25f
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Order config.py in Lexicographical order (#35866)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
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2026-03-04 20:56:47 -08:00 |
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+2
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5d199ac8f2
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Support Audio Extraction from MP4 Video for Nemotron Nano VL (#35539)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Signed-off-by: Andrii <askliar@nvidia.com>
Co-authored-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Andrii Skliar <askliar@oci-nrt-cs-001-vscode-01.cm.cluster>
Co-authored-by: Andrii <askliar@nvidia.com>
Co-authored-by: root <root@pool0-03748.cm.cluster>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: root <root@pool0-02416.cm.cluster>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: root <root@pool0-04880.cm.cluster>
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2026-03-03 23:20:33 -08:00 |
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Jakub Zakrzewski
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c8b678e53e
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[Model] Add support for nvidia/llama-nemotron-rerank-vl-1b-v2 (#35735)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
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2026-03-03 08:32:14 +08:00 |
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CSWYF3634076
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2a9e3347e9
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[BugFix][Model]Fix the garbled code in Ernie4.5-VL caused by fast_moe_cold_start (#35587)
Signed-off-by: wangyafeng <wangyafeng@baidu.com>
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2026-03-02 18:56:33 +00:00 |
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Wentao Ye
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062b789632
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[Bug] Fix outdated links in source code (#35314)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-02-27 03:50:46 +00:00 |
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Jakub Zakrzewski
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111d869069
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[Model] Add nvidia/llama-nemotron-embed-vl-1b-v2 multimodal embedding model (#35297)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
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2026-02-26 14:17:17 +00:00 |
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Wei ZhaoandCyrus Leung
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ea5f903f80
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Bump Flashinfer Version and Re-enable DeepSeek NVFP4 AR+Norm Fusion (#34899)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-02-20 13:37:31 -08:00 |
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Luka Govedičandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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23d825aba1
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[torch.compile] Disable ar-rms fusion for ds3-fp4 & DP, fix CI test (#34392)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-02-15 06:33:57 -08:00 |
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Harry Huang
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c027541eaf
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[Hybrid] Enable spec decoding in mamba cache align mode (#33705)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
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2026-02-13 13:02:28 -08:00 |
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Ilya Boytsov
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071d863e20
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Extend ColBERT support to non-standard BERT backbones (#34170)
Signed-off-by: Ilya Boytsov <ilya.boytsov@aleph-alpha.com>
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2026-02-13 09:53:09 +00:00 |
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Roger Wang
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eea3024f43
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[Bugfix] Fix mamba state dtype setting for Qwen3-Next and Qwen3.5 (#34489)
Signed-off-by: Roger Wang <hey@rogerw.io>
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2026-02-12 22:48:42 -08:00 |
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chengchengpeiandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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965525667b
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Onboard voyage-4-nano (#33720)
Signed-off-by: Chengcheng Pei <chengchengpei@outlook.com>
Signed-off-by: chengchengpei <5881383+chengchengpei@users.noreply.github.com>
Co-authored-by: chengchengpei <5881383+chengchengpei@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-02-06 06:23:34 +00:00 |
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Cyrus Leung
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92924b2ddd
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[Deprecation] Remove deprecated items related to pooling (#33477)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-31 08:44:40 -08:00 |
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danielafrimi
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83fb2d09e8
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Support heterogeneous NemotronHPuzzle model (#32549)
Signed-off-by: <dafrimi@nvidia.com>
Signed-off-by: Daniel Afrimi <dafrimi@nvidia.com>
Signed-off-by: root <dafrimi@nvidia.com>
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2026-01-27 10:55:54 -05:00 |
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Harry HuangandChen Zhang
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5206e5e28c
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[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>
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2026-01-23 09:56:48 -08:00 |
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RickyChen / 陳昭儒andIsotr0py
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8020a60402
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[Bugfix] Fix Qwen3-VL-Reranker model loading for sequence classification (#32089)
Signed-off-by: rickychen-infinirc <ricky.chen@infinirc.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-01-10 12:40:09 -08:00 |
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Cyrus Leung
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583a90e005
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[Refactor] Separate sequence and token pooling types (#32026)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-10 04:53:24 +00:00 |
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Matthew Bonanni
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2612ba9285
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[1/N][Attention] Restructure attention: move files (#31916)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-09 13:10:24 -08:00 |
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Isotr0py
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eac3b96ec0
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[Models] Allow converting Qwen3-VL into Reranker model (#31890)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-01-08 08:10:15 +00:00 |
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wang.yuqiandCyrus Leung
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911d38ed99
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[Model] Let more models to support the score template. (#31335)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2026-01-05 11:54:26 +00:00 |
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wang.yuqi
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8be6432bda
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[CI Failure] Fix NomicBert max_model_len validation (#31662)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-01-05 11:06:52 +08:00 |
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wang.yuqi
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bd89ce16d2
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[Model] Introduce verify_and_update_model_config for VerifyAndUpdateConfig. (#31131)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
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2025-12-24 09:54:57 +00:00 |
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Jakub Zakrzewskiandwang.yuqi
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23daef548d
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[Frontend] Support using chat template as custom score template for reranking models (#30550)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2025-12-23 11:19:16 +00:00 |
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Kevin McKay
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14c3e6ade3
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[Misc] Fix spelling typos in model comments (#31117)
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
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2025-12-21 21:14:14 -08:00 |
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Asaf Joseph Gardin
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a9e15c21ef
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[Mamba] Removed disable cascade attn in MambaModelConfig (#30712)
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
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2025-12-17 08:48:53 +00:00 |
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Roberto L. Castroandyoukaichao
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4fa7ce46f3
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[Feature] Add SM103 (Blackwell Ultra) Support to vLLM (#30484)
Signed-off-by: LopezCastroRoberto <robertol.c510@gmail.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
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2025-12-12 19:34:23 -08:00 |
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Harry Mellor
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cf3eacfe58
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Standardise get_rope to use rope_parameters["partial_rotary_factor"], not rotary_dim (#30389)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-12-11 20:45:23 +00:00 |
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Harry Mellor
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93db3256a4
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Give pooling examples better names (#30488)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-12-11 16:22:58 +00:00 |
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66e674cdd5
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[Attention][UX][1/N] Add AttentionConfig and change attention env vars to CLI arguments (#26315)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2025-12-05 09:48:43 -08:00 |
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amitz-nv
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6038b1b04b
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[Frontend][Model] Add 'float16' to possible mamba cache dtype values, override mamba SSM cache dtype value for NemotronH (#29978)
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
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2025-12-05 00:34:33 -08:00 |
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Harry Mellor
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e10c84e06a
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Access partial_rotary_factor from rope_parameters (#29966)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-12-04 18:42:49 +00:00 |
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Yifan QiaoandChen Zhang
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48ddb02b79
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[Hybrid Allocator] Support KV cache groups with different block_size (#29143)
Signed-off-by: Yifan Qiao <yifanqiao@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
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2025-11-25 10:30:57 -05:00 |
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Harry Mellor
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a8b70304d6
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Update rope_scaling to rope_parameters in preparation for Transformers v5 (#28542)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-11-19 09:06:36 -08:00 |
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Mohammad Miadh Angkad
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404d7a9d14
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[Performance][gpt-oss] Revert gpt-oss max cudagraph size to 1024 (#28345)
Signed-off-by: Mohammad Miadh Angkad <MAngkad.BSDSBA2027@aim.edu>
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2025-11-08 15:50:10 -07:00 |
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