 Michael GoinandCodex
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a7d00ec051
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[Bugfix] DFlash fc sized wrong when num_target_layers != num_hidden_layers (#48524)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-07-21 14:42:52 -07:00 |
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Aritra Roy GosthipatyandHarry Mellor
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33178f9006
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Fix Qwen3-VL M-RoPE on the Transformers modeling backend (grids + compile) (#49292)
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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2026-07-21 18:28:39 +00:00 |
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bastefaniak
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4d30c510ce
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[bugfix] Fix Cosmos3 Edge checkpoint weights filtering, video loading, prompt expansion (#49190)
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
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2026-07-21 17:18:36 +08:00 |
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3e0c887511
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[Bugfix] Fix Ovis2_5 special tokens for transformers v5 (#47298)
Signed-off-by: mgrunwal <milosz.grunwald@intel.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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2026-07-21 08:09:20 +00:00 |
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Alex YuanandClaude Opus 4.8
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8def3cdde2
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[Bugfix] Propagate quant_config to LFM2 ShortConv projections (#48917)
Signed-off-by: Alex Yuan <alex.yuan@liquid.ai>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-07-21 06:51:55 +00:00 |
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2396a61108
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[Attention][MLA][DCP] Query replication for MLA decode (DeepSeek-V2/R1 + Kimi-K2.5) (#45964)
Signed-off-by: Sungsoo Ha <sungsooh@nvidia.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-07-20 23:51:27 +00:00 |
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9dd62d80ab
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Cosmos3 FP8 ModelOpt/Diffusers remapping (#48952)
Signed-off-by: Wojciech Kutak <wkutak@nvidia.com>
Signed-off-by: wkutak <wkutak@nvidia.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-07-20 11:31:48 -07:00 |
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tc-mbandwjinxu
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f878367898
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[Revert][Bugfix] Restore MiniCPM-V 4.6 ViT QKV weight loader (#49193)
Signed-off-by: wjinxu <1299461899@qq.com>
Co-authored-by: wjinxu <1299461899@qq.com>
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2026-07-20 18:17:46 +00:00 |
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wangqianandOpenAI Codex
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0a5069e4e3
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[Bugfix][Gemma4] Fix ModelOpt mixed-precision MoE config mapping (#48563)
Signed-off-by: wangqian <601731555@qq.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-07-20 06:39:28 -07:00 |
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Isotr0pyandRoger Wang
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9243e0124e
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[Multimodal] Automatically fallback to ViT DP when TP is unavailable (#49046)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-07-18 14:41:04 -07:00 |
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SYLAR
|
7c2acd38b7
|
[Bugfix] Qwen3-VL/Qwen-Omni: honor max_pixels/min_pixels for video prompts (#49015)
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2026-07-18 10:29:11 -07:00 |
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Harry Mellor
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c233d90aa8
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Remove even more unnecessary load_weights methods (#48496)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-18 08:40:27 +00:00 |
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41ea2dd44a
|
[Bugfix][V1/V2] Fix prompt_logprobs to respect logprobs_mode (#47680)
Signed-off-by: Wojciech Wais <wojciech.wais@gmail.com>
Signed-off-by: Federico Kamelhar <209537060+fede-kamel@users.noreply.github.com>
Signed-off-by: Allen Shen <aoshen@inferact.ai>
Co-authored-by: Wojciech Wais <wojciech.wais@gmail.com>
Co-authored-by: Federico Kamelhar <209537060+fede-kamel@users.noreply.github.com>
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2026-07-17 21:58:59 +01:00 |
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labAxiaoming
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bf578e1abd
|
[Bugfix][GLM4V] Fix video dummy profiling and memory usage (#48729)
Signed-off-by: xiaoming <1259730330@qq.com>
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2026-07-18 01:44:45 +08:00 |
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Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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877dae9c68
|
[Refactor] Remove deepseek dead code (#48780)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-17 14:57:13 +00:00 |
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7b3192523e
|
[Bugfix]Fix transformer backend failed: AttributeError: 'Parameter' object has no attribute 'weight_loader' (#48699)
Signed-off-by: Lai, Yejing <yejing.lai@intel.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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2026-07-17 12:43:44 +01:00 |
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wendadawenandTianyu Guo
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69d4f5ef63
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[Bugfix][Multimodal] Fix Qwen3-Omni use_audio_in_video with mixed image/video inputs (#46213)
Signed-off-by: wendadawen <wendadawen@qq.com>
Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
Co-authored-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
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2026-07-17 08:31:16 +00:00 |
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Hangrui CaoandDiegoCao
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4a394bfcda
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[Spec Decode][DSpark] Add Gemma4-12B DSpark draft model (#47216)
Signed-off-by: DiegoCao <DiegoCao@users.noreply.github.com>
Co-authored-by: DiegoCao <DiegoCao@users.noreply.github.com>
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2026-07-16 21:51:47 +00:00 |
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fb5ec0dc9e
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[Model] Add Inkling MTP=1 support [3/N] (#48869)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-07-16 13:27:21 -07:00 |
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6570c9800c
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[Model] Add Inkling model support [1/N] (#48799)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-07-15 23:40:07 -07:00 |
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qizixiandClaude Opus 4.8
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2db39c7049
|
[Bugfix][Spec Decode] Fix eagle3 first-layer qkv_proj prefix for quantized drafts (#48068)
Signed-off-by: zixi-qi <zixi@inferact.ai>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-07-16 11:34:41 +08:00 |
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Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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4238b011a7
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[Feature] Migrate moe sp support to non-torch compiled path for GLM5.2 (#47881)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-15 23:33:15 +00:00 |
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Michael GoinandClaude Fable 5
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ecf4aa5ce2
|
[Bugfix] Fix FlashInfer non-causal draft attention (DFlash/DSpark) on Blackwell (#48167)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-07-15 12:44:01 -07:00 |
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Gopala-Krishna Char
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5810e884f1
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[Model] Add RobertaForTokenClassification / XLMRobertaForTokenClassification (#47991)
Signed-off-by: krishy91 <crgkc.r@gmail.com>
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2026-07-15 14:30:33 +00:00 |
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e281ac663a
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[Rust Frontend] Integrate MM audio support (#48554)
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
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2026-07-15 15:00:17 +08:00 |
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Charlie FuandAndreas Karatzas
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adce068118
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[ROCm][CI] fix test_common.py (#48676)
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-15 06:42:06 +00:00 |
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Wentao Ye
|
1ff9429655
|
[CI Bug] Fully solve accuracy issue for DSv3.2 + MTP + Sequence Parallel (#48036)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-07-14 10:00:24 -04:00 |
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karthik
|
b6754f536e
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[Model] Enable LoRA support for tower and connector in LlavaNextVideo (#48594)
Signed-off-by: gangula-karthik <gkarthik923@gmail.com>
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2026-07-14 20:09:38 +08:00 |
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adsridharandBartosz Stefaniak
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894ebb27f5
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Add Cosmos3 Edge Reasoner model (#48291)
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
Co-authored-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
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2026-07-14 08:14:50 +00:00 |
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Snehlata
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7738ef35b8
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[Feat] Add Support for BertForMaskedLM to vLLM (#48463)
Signed-off-by: atalhens <sneh.lata@nutanix.com>
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2026-07-13 20:56:25 +00:00 |
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wenpengw-nvandRoger Wang
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9a21f0d1a3
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[BugFix] Initialize model_config for Qwen3-VL MoE (#44863)
Signed-off-by: wenpengw-nv <wenpengw@nvidia.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-07-13 13:43:53 -07:00 |
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shanjiaz
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7dc447dda7
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Added sliding window attention support for qwen-eagle3 architecture (#47568)
Signed-off-by: shanjiaz <zsjwpianpian@gmail.com>
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2026-07-13 20:20:44 +00:00 |
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stefankoncarevicandHarry Mellor
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9427c45386
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[ROCm][CI] Transformers: pass only one of input_ids/inputs_embeds (#48258)
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.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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2026-07-13 17:28:50 +00:00 |
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Yan Ma
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c2c9f7c5e2
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remove force channels_last in Idefics3MultiModalProcessor (#48467)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2026-07-13 14:18:57 +00:00 |
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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
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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
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[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
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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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