 Luis 🚀andAndrew Sansom
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14043dfecd
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feat: Enable prompt_embeds Content Part Support in vLLM Chat Completions API (#40720)
Signed-off-by: Luis Robaina <luis@protopia.ai>
Signed-off-by: Luis Robaina 🚀 <luisfabian1545@gmail.com>
Signed-off-by: LuisRobaina <luis@protopia.ai>
Co-authored-by: Andrew Sansom <qthequartermasterman@gmail.com>
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2026-05-01 10:05:55 +08:00 |
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Wentao YeandNick Hill
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51fda1ba44
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[Model Runner v2] Fix block table IMA issue (#40648)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-04-29 08:30:33 -07:00 |
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68dd7db810
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[Reasoning] Support for speculative decoding with thinking budget (#34668)
Signed-off-by: rishitdholakia13 <rishit+github@cohere.com>
Signed-off-by: rishitdholakia13 <123388671+rishitdholakia13@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-04-29 06:14:52 +00:00 |
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Nick Hill
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e68fa1b90a
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[Core] Account for num_gpu_blocks_override in max_model_len checks (#41069)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-04-28 15:44:09 -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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Andreas Karatzas
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95995bbef8
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[ROCm][Engine] Fix GPU memory leaks in engine shutdown and test workaround for async KV prefix cache reset (#38503)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-04-25 05:25:20 +00:00 |
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Wentao Ye
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a474da2813
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[Refactor] Remove unused dead code (#40640)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-04-25 07:28:18 +08:00 |
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512f522192
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[Model] Gemma4: add bidirectional vision attention for sliding layers with window guard (#40534)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Luciano Martins <lucianomartins@google.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-04-24 08:27:46 +00:00 |
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Benjamin Chislettandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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626daa2076
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[Feat] Unified Synthetic Acceptance Rate for V1 and V2 (#40662)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-04-24 00:48:08 +00:00 |
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Nick Hill
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fe85a92e86
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[Core] Avoid seq_lens_cpu GPU->CPU sync (#40654)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-04-24 00:35:55 +00:00 |
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Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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8f87eb4622
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[Refactor] Clean up log once scope="local" (#40540)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-04-22 16:42:43 -04:00 |
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Matthew Bonanniandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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c075702eae
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[Misc][UX] Suppress confusing num_gpu_blocks log lines (#40402)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-20 22:32:46 +00:00 |
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Ilya Markov
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50dd4cb427
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[EPLB] Add nixl-based eplb communicator (#36276)
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Markov Ilya <markovilya19@gmail.com>
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2026-04-20 10:24:23 +00:00 |
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Jing WangandCopilot
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747256bb5d
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[Bugfix][Core] Fix stuck chunked pipeline parallelism with async scheduling (#38726)
Signed-off-by: Jing Wang <jingwang96@qq.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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2026-04-17 16:02:50 +00:00 |
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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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Francesco Fusco
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507df79a29
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[Hybrid] Simplify accepted token counting in spec decode for hybrid models (#38372)
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2026-04-14 15:19:09 -07:00 |
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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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zhrrr
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8f121f7879
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[Model Runner V2] support auto resolve cudagraph mode/sizes based on attn backend (#32936)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
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2026-04-10 08:27:15 -07:00 |
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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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Elvir CrnčevićandClaude Sonnet 4
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ad720aefe9
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[Bugfix] Fix V1 dummy run writing NaN to KV cache null block (#39444)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Co-authored-by: Claude Sonnet 4 <noreply@anthropic.com>
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2026-04-10 10:09:46 +02:00 |
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Chaofan WangandIsotr0py
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49d20346e4
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[Perf] Reduce H2D pageable memory copies (#38794)
Signed-off-by: jackcfwang <jackcfwang@tencent.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-04-10 15:03:26 +08:00 |
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Wentao Ye
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ed2f282bc8
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[Perf] Optimize redundant sync for pooling model, 3.7% Throughput Improvement (#39113)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-04-08 23:12:23 -07:00 |
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Ajay AnuboluandMichael Goin
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2f41d6c063
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[Bugfix] Fix cpu-offload-gb assertion with non-default block sizes (#36461)
Signed-off-by: AjAnubolu <anuboluajay@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-04-08 19:42:16 -07:00 |
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Richard Zou
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ba4a78eb5d
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[torch.compile] Allow usage of Opaque Objects in PyTorch 2.11 (#39286)
Signed-off-by: Richard Zou <zou3519@gmail.com>
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2026-04-08 23:21:10 +00:00 |
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JartXandMichael Goin
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140cbb1186
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[Bugfix] Cuda Clean up scales Kvcache fp8/int8_per_token_head (#39224)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-04-08 04:08:04 -07:00 |
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Greg PereiraandRobert Shaw
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4dd49b06f8
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[Bug] Fix Import paths for encoder_cudagraph modules (#38997)
Signed-off-by: greg pereira <grpereir@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-04-05 19:11:58 +00:00 |
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danisereb
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50cd5674b3
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Fix invalid logprobs with MTP enabled and sync scheduling (#38711)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
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2026-04-03 12:24:37 -04:00 |
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Nicolò Lucchesi
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97f92c6b47
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[KVConnector] Skip register_kv_caches on profiling (#38558)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-04-03 15:40:16 +00:00 |
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shunting314
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8b141ed8c3
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full cudagraph for flex-attn (#36298)
Signed-off-by: shunting314 <shunting@meta.com>
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2026-04-02 21:15:01 -07:00 |
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Lukas Geiger
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4f6eed3bd4
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[Core] Simplify multimodal masking (#34246)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2026-04-01 01:18:22 -07:00 |
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Matthew Bonanni
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116f4be405
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[1/N][Cleanup] Standardize on use of is_quantized_kv_cache (#38659)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-04-01 04:08:01 +00:00 |
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2e56975657
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Generative Scoring (#34539)
Signed-off-by: Vedant Jhaveri <vjhaveri@linkedin.com>
Co-authored-by: Vedant Jhaveri <vjhaveri@linkedin.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-03-31 16:02:11 -07:00 |
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Wentao Ye
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856589ed9a
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[Refactor] Remove dead code in kv connector and model runner (#38383)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-03-31 17:05:23 -04:00 |
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Matthew BonanniandSandishKumarHN
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757068dc65
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[Bugfix][Async] Fix async spec decoding with hybrid models (#38556)
Signed-off-by: SandishKumarHN <sandishkumarhn@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: SandishKumarHN <sandishkumarhn@gmail.com>
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2026-03-31 11:08:54 -04:00 |
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bcc6f67447
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[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>
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2026-03-30 14:02:51 -07:00 |
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Benjamin Chislett
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494636b29d
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[Feat][Spec Decode] DFlash (#36847)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
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2026-03-30 15:03:15 -04:00 |
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Collin McCarthyandNetanel Haber
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1031c84c36
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Fix ambiguous num_blocks for hybrid attn mamba (#37236)
Signed-off-by: Collin McCarthy <cmccarthy@nvidia.com>
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
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2026-03-30 11:09:45 +00:00 |
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Nicolò Lucchesi
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cc06b4e86b
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[Mamba][Bugfix] Raise on insufficient cache blocks instead of silently capping cudagraph sizes (#38270)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-03-30 09:41:50 +00:00 |
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Kyle Sayers
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d28d86e8a3
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[QeRL] Fix online quantized reloading (#38442)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-03-29 14:56:41 -06:00 |
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Wentao Ye
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995dea1354
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[Perf] Remove redundant device copies for CPU-only pooling token IDs, 48.9% E2E throughput improvement (#38139)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-03-29 18:12:50 +00:00 |
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Woosuk KwonandNick Hill
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144030c84e
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Relocate Encoder CUDA graph manager (#38116)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-03-25 20:52:12 -07:00 |
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Ming Yang
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c07e2ca6e0
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Fix Mamba state corruption from referencing stale block table entries (#37728) (#37728) (#37728)
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2026-03-24 10:29:59 -07:00 |
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4731884796
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[Feature] limit thinking tokens (hard limit) (#20859)
Signed-off-by: Sungjae Lee <33976427+llsj14@users.noreply.github.com>
Signed-off-by: Sungjae Lee <sung-jae.lee@navercorp.com>
Signed-off-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-03-24 09:53:07 -07:00 |
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Wentao Ye
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c59a132f96
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[V0 Deprecation] Refactor kv cache from list to element (#37487)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-03-23 20:10:11 -07:00 |
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fafe76b4af
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[Async][Spec Decoding] Zero-bubble async scheduling + spec decoding (#32951)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Co-authored-by: zhrrr <43847754+izhuhaoran@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
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2026-03-23 15:37:22 -04:00 |
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yanghui1-arch
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7151ae6528
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[Bugfix] RoBERTa position_id accumulation in CUDA graph padding region (#37873)
Signed-off-by: dass90 <3053034939@qq.com>
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2026-03-23 14:59:21 +00:00 |
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Baorun (Lauren) Mu
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f85e479e66
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[Feature] ViT Full CUDA Graph (#35963)
Signed-off-by: Baorun Mu <bmu@nvidia.com>
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2026-03-23 13:01:10 +08:00 |
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Lucas Wilkinson
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e1d85e5c24
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[Attention] Support distinguishing between short extends and decodes (#37303)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-03-20 10:49:36 -07:00 |
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wang.yuqi
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ed359c497a
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[Model] Deprecate the score task (this will not affect users). (#37537)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-03-20 08:07:56 +00:00 |
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Collin McCarthy
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0b6d52629f
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Support temporal compression for Nemotron-3-VL videos (#36808)
Signed-off-by: Collin McCarthy <cmccarthy@nvidia.com>
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2026-03-19 08:02:19 +00:00 |
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