 Canlin Guo
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36484e464a
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[BugFix] Restore full tokens for Qwen MTP When MoE SP (#48429)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
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2026-07-13 13:29:41 +08:00 |
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Yejing Lai
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8c5dafcd09
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[Bugfix][UT]Fix EagleMiniCPMForCausalLM meet TypeError (#48452)
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
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2026-07-13 04:37:23 +00:00 |
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Canlin Guoandyewentao256
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a02984ed47
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[Perf][Qwen] Replace MOE all-reduce with reduce-scatter (#47006)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
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2026-07-12 06:14:49 +00:00 |
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Harry Mellor
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4a6440acef
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Bump Transformers version to 5.13.0 (#47867)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-11 00:56:14 -07:00 |
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Michael Goin
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08dfd68610
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[Model] Add LongCat-Flash-Lite (n-gram embedding) (#47857)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-07-10 07:17:50 -07:00 |
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FAN YUCHEN
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fabec87f63
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[Model] Migrate MistralLarge3ForCausalLM to AutoWeightsLoader (#48153)
Signed-off-by: Yuchen Fan <functionhx@gmail.com>
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2026-07-10 12:27:58 +00:00 |
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Nick HillandClaude Opus 4.8
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7614b88ebd
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[Bugfix][Spec Decode] Fix DFlash draft/target layer-count mismatch (#48113)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-07-10 04:42:53 -07:00 |
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Jiangyun Zhu
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300e33797f
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[Perf] fuse more rmsnorm and all-reduce in qwen3.5 (#46998)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-07-10 15:37:51 +08:00 |
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ap9272
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cac3e70cd4
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Correct model layer aliasing for Bert style models (#43896)
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2026-07-09 19:46:22 -04:00 |
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85b3a7264b
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[Bugfix][Model Runner V2] Order uniform decodes first so spec decodes aren't misclassified as prefills (#47381)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-07-09 14:26:27 +01:00 |
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Harry Mellor
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b83be00cdd
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Migrate Olmo and Olmo2 to the Transformers modeling backend (#48100)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-09 05:00:23 -07:00 |
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412414d8e0
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Remove PersimmonForCausalLM and FuyuForCausalLM model architectures (#48096)
Signed-off-by: Xianbao QIAN <xianbao.qian@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-07-09 04:59:08 -07:00 |
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ab7961a14a
|
Remove TeleChatForCausalLM (#47989)
Signed-off-by: Xianbao QIAN <xianbao.qian@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-09 00:34:54 -07:00 |
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JooHo LeeandJooHo Lee
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a07765c6bd
|
[Bugfix] Fix Qwen3-ASR transcription streaming postprocessing (#42478)
Signed-off-by: JooHo Lee <BWAAEEEK@users.noreply.github.com>
Signed-off-by: JooHo Lee <jooho414@gmail.com>
Co-authored-by: JooHo Lee <BWAAEEEK@users.noreply.github.com>
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2026-07-09 00:33:27 -07:00 |
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Harry Mellor
|
56da398dac
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Fix embed scaling + CUDA graphs in Transformers modelling backend (#48010)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-09 00:14:33 +01:00 |
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Michael GoinandClaude Opus 4.8
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0d12618e98
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[Spec Decode] Support hybrid (SWA + full attention) DFlash drafters (#47914)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-07-08 11:12:45 -04:00 |
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a1ab51afb6
|
[Bugfix] Allocate HY V3 expert_bias in float32 to prevent silent downcasting (#47797)
Signed-off-by: 辰言 <oncwnuIWp30GguOyJ615Fqj8H-yc@git.weixin.qq.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: 辰言 <oncwnuIWp30GguOyJ615Fqj8H-yc@git.weixin.qq.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-07-08 11:25:53 +00:00 |
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Thien Tran
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e7b3853bac
|
Remove router weight upcast for DSv2-related models (#47970)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-07-08 11:19:10 +00:00 |
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Canlin Guo
|
285c08c036
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[Model] Support MOSS-Transcribe-Diarize (#47729)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
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2026-07-08 04:05:45 -07:00 |
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manayangandmanayang
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51e5372f3d
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[Model][HunyuanVL] Use native transformers processor and adapt to transformers 5.13 (#47872)
Co-authored-by: manayang <manayang@tencent.com>
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2026-07-08 07:58:23 +00:00 |
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Wei ZhaoandYongye Zhu
|
2afa3f7e95
|
[Perf] Minimax M3 - Support cross-layer allreduce-norm fusion (#47631)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-07-07 21:16:32 -07:00 |
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Harry Mellor
|
dd94484577
|
Bump Transformers version to 5.10.4 (#41359)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-07 05:13:28 -07:00 |
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Shaun Kotek
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7ff656cc8b
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fix: ensure no double load of lm head in nemotron mtp (#47440)
Signed-off-by: Shaun Kotek - Nvidia <skotek@nvidia.com>
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2026-07-07 12:01:45 +00:00 |
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Harry Mellor
|
0ed05b6f82
|
[CI] Fix Transformers modeling backend LoRA test (#47832)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-07 11:40:00 +00:00 |
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Jee Jee Li
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5d23ca47ab
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[Kernel] Applies routed_scaling_factor internally (#47408)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-07-07 02:00:54 -07:00 |
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Guan-Ming Chiu
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c64c356990
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[Perf] Bound DiffusionGemma sampler transient via request-tiled logits (#45672)
Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com>
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2026-07-07 03:42:01 +00:00 |
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Kyle Sayers
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445321fab4
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[Bugfix] [Quantization] Fix loading for CT DSV2 (#47780)
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2026-07-07 02:28:00 +00:00 |
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Nathaniel McVicarandHarry Mellor
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b136cc2c2c
|
[Bugfix][Model] Add stability window to DiffusionGemma to match HF stability_threshold semantics (#45965)
Signed-off-by: Nathaniel McVicar <namcvica@microsoft.com>
Signed-off-by: Nathaniel McVicar <Nathaniel.McVicar@microsoft.com>
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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2026-07-06 19:39:12 +00:00 |
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24dd2aec81
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[Bugfix] Preserve FP8 indexer WK pairs across incremental load_weights (#46168)
Signed-off-by: lcheng <lcheng321@gatech.edu>
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: NickLucche <nicolo.lucchesi@mistral.ai>
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2026-07-06 09:16:46 -07:00 |
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Harry Mellorandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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5bce653e09
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Make the Transformers modeling backend as fast as native vLLM (#47187)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-06 16:59:14 +01:00 |
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5ad11172b7
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[perf]Add fused Kimi image preprocessing (#47416)
Signed-off-by: Kevin-XiongC <kevin_xiong1997@outlook.com>
Signed-off-by: Kevin_Xiong <kevin_xiong1997@outlook.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-07-06 08:46:32 -07:00 |
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Ayushman SinghandBenjamin Chislett
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7a90eb98ab
|
[Bugfix] [Gemma4] Fix Gemma4 MTP draft model layers ignoring quant_config (#47091)
Signed-off-by: Ayushman Singh <40520701+ayush1399@users.noreply.github.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
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2026-07-06 14:04:00 +01:00 |
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Yan Ma
|
90ce3a09be
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[bugfix] fix MOSS-Audio deepstack_input_embeds initialization in PP (#47607)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2026-07-06 17:15:50 +08:00 |
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alex101-opsandzc02384840
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f2aaf59151
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[Feature] Support MTP speculative decoding for Bailing hybrid models (#44880)
Signed-off-by: zc02384840 <zc02384840@antgroup.com>
Co-authored-by: zc02384840 <zc02384840@antgroup.com>
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2026-07-06 10:38:50 +08:00 |
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d2ec433e37
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[XPU] Fix Eagle3 initialization on XPU (#43957)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-07-06 08:46:05 +08:00 |
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Ting SUN
|
8974ed89cd
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[Bugfix][Voxtral Realtime] Fix token feedback timeout silent hang (#44461)
Signed-off-by: Ting Sun <suntcrick@gmail.com>
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2026-07-05 05:42:36 -07:00 |
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Wentao YeandCanlin Guo
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b6cc46ec3b
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[Feature] Support sequence parallel without the need for DP, 1.9%~5.0% E2E Throughput Improvement (#47070)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
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2026-07-05 05:41:30 -07:00 |
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Wentao Ye
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2a9113f998
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[Perf] Remove redundant op for GLM 5.2 (#47198)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-07-04 13:25:02 -04:00 |
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labAxiaoming
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d6d39c111e
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[GLM4V] Avoid GLM4V processor init during startup metadata reads (#47155)
Signed-off-by: xiaoming <1259730330@qq.com>
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2026-07-03 15:03:16 -07:00 |
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Max de Bayser
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bbdcbe4686
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Move Roberta remaining nn.Embedding to VocabParallelEmbedding (#47452)
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
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2026-07-03 09:47:50 +00:00 |
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Dakai An
|
1f486d96a1
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Add Triton Backend for Unlimited-OCR R-SWA (#47102)
Signed-off-by: Dakai An <dakaian108@gmail.com>
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2026-07-03 00:11:50 -07:00 |
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Luciano MartinsandLuciano Martins
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979f5511d7
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[Bugfix][Gemma4] Keep image bidirectional attention within the sliding window (#47217)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
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2026-07-02 19:57:41 -07:00 |
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adamkbaranowski
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4c3c64fcf7
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Add Laguna XS.2.1 DFlash drafter support (#46853)
Signed-off-by: Adam Baranowski <adam.baranowski@poolside.ai>
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2026-07-02 18:09:27 -07:00 |
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Nick Hill
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443e68cfa6
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[Bugfix] Fix pooled Whisper encoder sliding-window kernel size (#47437)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-07-02 10:19:11 -07:00 |
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Yuxuan Zhang
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178fd56094
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support GLM-5.2 gate use FP32 (#47410)
Signed-off-by: zRzRzRzRzRzRzR <Yuxuan.Zhang2@liverpool.ac.uk>
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2026-07-02 22:45:39 +08:00 |
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b0b8a286dd
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[Model] Add LLaVA-OneVision-2 (LlavaOnevision2ForConditionalGeneration) (#44785)
Signed-off-by: chengzheng345 <209475443+chengzheng345@users.noreply.github.com>
Co-authored-by: chengzheng345 <209475443+chengzheng345@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-02 16:41:49 +08:00 |
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Giancarlo Delfin
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d63c8e9444
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[BugFix][Spec Decode] Compact shared topk indices buffer after first MTP draft step (#47238)
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2026-07-01 21:38:51 -07:00 |
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Michael Goin
|
2b753ad200
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[Spec Decode] DSpark speculators checkpoint support (#47093)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-07-01 17:32:27 -07:00 |
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f5a8d73377
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[Spec Decode] DSpark (#46995)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-07-01 08:30:24 -07:00 |
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Michał GanczarenkoandKunshang Ji
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63fcce4de1
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[Bugfix] Fix GraniteMoeShared weight loading broken by #41184 (#47031)
Signed-off-by: <Michal Ganczarenko> <michal.ganczarenko@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-07-01 22:39:12 +08:00 |
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