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54da70c1eb
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[Feature] Support EAGLE3 for Sarvam (#53052)
Signed-off-by: mohit-sarvam <mohit@sarvam.ai>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-08 00:08:35 +00:00 |
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70584f69b1
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[Model] Add Cohere Compass model (#54774)
Signed-off-by: am-cohere <312513976+am-cohere@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-07 07:36:49 -07:00 |
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f2d45f26bd
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[Bugfix][Gemma] Conditionally create KV projections/norms on KV-shared layers (#54917)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
Co-authored-by: minyichen <96753147+cyc00518@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
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2026-09-07 15:04:00 +01:00 |
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42801b3a6b
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[3/N][warmup][DSv4] Migrate FA4 MLA and shared CuTeDSL kernels (#53565)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-07 09:36:35 -04:00 |
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1713b9866a
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[2/N][warmup][DSv4] Migrate sequence and DCP kernels (#53564)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-07 09:35:54 -04:00 |
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Artur Fierka
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5e6f6a8ed4
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[Bugfix][Quantization][XPU] Fix moe_wna16 linear weight loading (#52651)
Signed-off-by: Artur Fierka <artur.fierka@intel.com>
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2026-09-07 20:20:17 +08:00 |
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Marceli FylcekandClaude Opus 5
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9b85112e13
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[XPU] Route grouped_topk to the fused _moe_C kernel on XPU (#53580)
Signed-off-by: Marceli Fylcek <marceli.fylcek@intel.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
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2026-09-07 17:43:38 +08:00 |
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5893426b88
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[Bugfix] DSv4 MXFP4 selector: stop narrowing explicit aliases to their BF16 variant (#53586)
Signed-off-by: Zihua Wu <zihuaw@nvidia.com>
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-09-07 07:19:13 +00:00 |
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zofiaandKunshang Ji
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ed29dfae6e
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[XPU] Use fused_input_norm kernel in FusedInputNorm (#52945)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-09-07 13:44:31 +08:00 |
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Thien Tran
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d9105ea800
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[Qwen3.8-Flash-Next] Remove torch.compile for NVIDIA implementation (#55272)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-09-06 21:57:56 -07:00 |
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vhagorandIsotr0py
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3dc7a68ce4
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[Perf] Extend Qwen Triton warmup to avoid first-request latency spikes (#54797)
Signed-off-by: Juqi Li <2223621784@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-07 11:46:00 +08:00 |
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Wei Zhao
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6748217fb9
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[Bugfix] Fix Kimi K3 NVFP4 MoE weight conversion OOM (#55407)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
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2026-09-07 11:45:25 +08:00 |
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yulunandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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1f778486fc
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[Bugfix][Offloader] Preserve prefetch static-buffer slot ownership (#54975)
Signed-off-by: Big2Wheel <1404207590@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-07 10:58:44 +08:00 |
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de69e821b7
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[ROCm][Perf][DeepSeek V4] Fuse native FP8 shared expert with MXFP4 routed experts (#53161)
Signed-off-by: fai <fangzhouai@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Cursor Agent <agent@cursor.com>
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2026-09-06 19:42:21 -07:00 |
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Wenhua Cheng
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294fbb4f59
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add 2/3/5/6/7 CUDA support in AutoRound format (#52890)
Signed-off-by: Wenhua Cheng <wenhua.cheng@intel.com>
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2026-09-07 09:59:19 +08:00 |
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Jee Jee Li
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199cb9b964
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[Kernel] Remove unused fake implementation (#55535)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-09-06 17:54:32 -07:00 |
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SunandIsotr0py
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a1541f5742
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[Perf] Use SDPA for BLIP-2 Q-Former attention (#55285)
Signed-off-by: levius <2114377220@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-06 07:04:19 +00:00 |
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Baki Burak Öğün
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f2e2936f91
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[Kernel] Add fused MoE tuned config for E=256,N=512 on NVIDIA A100 80GB PCIe (#55511)
Signed-off-by: Baki Burak Ogun <63836730+bakiburakogun@users.noreply.github.com>
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2026-09-06 03:15:01 +00:00 |
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waizuichougou
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32601ef7a1
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[Perf][Multimodal] Avoid duplicate text embedding in Qwen2.5-Omni (#55415)
Signed-off-by: waizuichougou <2082431897@qq.com>
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2026-09-05 06:39:32 +00:00 |
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d87a440f88
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[Core][MRV2] Support eagle3 spec decode with pipeline parallel (#50514)
Signed-off-by: Yongqin Wang <yongqinwang@roblox.com>
Co-authored-by: Cursor <noreply@cursor.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-09-05 11:45:34 +08:00 |
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Wei ZhaoandOpenAI Codex
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16328c7a77
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[Perf] Kimi K3 nvfp4 Align in_proj weights by 128 to avoid elementwise copy (#55242)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-05 10:46:47 +08:00 |
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385ba6b5b0
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[Bugfix][Quantization] Register Quark per-block FP8 scales as weight_scale (#54770)
Signed-off-by: jimmy-adams <41593649+jimmy-adams@users.noreply.github.com>
Co-authored-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
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2026-09-05 10:44:24 +08:00 |
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Nick Hill
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8277c42e4c
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[Perf] Ensure async h2d copies are pinned in more places (#55202)
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2026-09-04 17:17:01 -07:00 |
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Misha Goin
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8f269a93bb
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Revert "[CI] Remove deleted nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16 and its arch aliases" (#55392)
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2026-09-04 14:45:24 -07:00 |
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3f41d102c5
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[1/2][Model Runner V2] DBO support, eager mode (#50945)
Signed-off-by: specture724 <specture724@gmail.com>
Signed-off-by: Anjie Hou <149605198+specture724@users.noreply.github.com>
Co-authored-by: jiangkuaixue123 <jiangxiaozhou111@163.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-09-04 14:17:39 -07:00 |
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Taneem IbrahimandHarry Mellor
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784cac7c42
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[Mypy] Fix mypy typing for P models (#54169)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.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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2026-09-04 20:47:11 +00:00 |
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5690b02c03
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[Quantization] Support online quantization with partially pre-quantized checkpoints (#51392)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-09-04 11:46:06 -07:00 |
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yzyyzyhhhandyaozhiyuan.666
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1ff5edb023
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[Bug-fix] Fix MoE fused sum row offsets (#50220)
Signed-off-by: yaozhiyuan.666 <yaozhiyuan.666@bytedance.com>
Co-authored-by: yaozhiyuan.666 <yaozhiyuan.666@bytedance.com>
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2026-09-04 09:39:02 -07:00 |
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Thomas OrtnerandHarry Mellor
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8ad2076c4a
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[Transformers backend] Find attention with a fuser and attach vLLM's layer to it (#54941)
Signed-off-by: Thomas Ortner <boh@zurich.ibm.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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2026-09-04 16:26:01 +00:00 |
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f19431e5c8
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[Bugfix][MoE] Allow TRTLLM FP8 block-scale MoE with SwiGLU clamp (#55069)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen524@gmail.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-04 08:34:21 -07:00 |
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a69e75b9b6
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Fast Start (#54921)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: liusy58 <liusy58@smail.nju.edu.cn>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-04 06:32:06 -07:00 |
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Thien TranandKimi
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31a8a26662
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[Qwen3.8-Flash-Next] Improve QSA sparse GQA for prefill and short-ctx decode (#54873)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Kimi <noreply@moonshot.cn>
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2026-09-04 06:08:02 -07:00 |
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Taneem Ibrahim
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c615b1fd67
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[Mypy] Fix mypy typing for L models (#54177)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-09-04 07:50:43 -04:00 |
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Kunshang JiandGitHub Copilot
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a8693df504
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[SpecDecode]Fix spec decode warmup device selection (#55245)
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Co-authored-by: GitHub Copilot <copilot@github.com>
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2026-09-04 00:48:45 -07:00 |
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Luyi Xiaoandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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8a728663c1
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[Bugfix] Reject tokenizer-less Qwen VL processor init (#54886)
Signed-off-by: Luyi Xiao <81631911+luyixiao95@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-03 21:25:35 -07:00 |
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579aef4e8d
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[ROCm] Bump AITER to 0.1.21.post1 (#52826)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: Rohan Potdar <rohan.potdar@amd.com>
Signed-off-by: fai <fangzhouai@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: fai <fangzhouai@gmail.com>
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2026-09-03 16:28:40 -07:00 |
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Fangzhou Ai
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8bf39632b8
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[ROCm][Perf] Add low-M FP32 router GEMM for gfx950 (#54845)
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2026-09-03 10:42:25 -07:00 |
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b7624069ff
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[Fusion] Manual ActivationQuantFusionPass initial application (#51415)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
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2026-09-03 13:37:31 -04:00 |
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Bolin SunandClaude Fable 5
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d410fc12f3
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[Kernel] Enable Kimi-K3 SiTU on the CuteDSL MoE backend and the SM107 low-latency GEMM plan (#54606)
Signed-off-by: Bolin Sun <bolins@nvidia.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-09-03 16:49:31 +00:00 |
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Jiangyun Zhu
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98ed0856f3
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[Model] add GLM-5.3-Flash support (#53906)
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2026-09-03 09:40:35 -07:00 |
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SunandCodex
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848ab131bc
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[Perf] Accumulate Conformer attention scores with baddbmm (#55062)
Signed-off-by: levius <2114377220@qq.com>
Co-authored-by: Codex <codex@openai.com>
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2026-09-03 04:17:52 -07:00 |
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Taneem Ibrahim
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758c79e1c5
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[Bugfix] Retain vocab embeddings during replacement (#55083)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-09-03 04:17:38 -07:00 |
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djramic
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0d3ede3e3b
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[Bugfix][Model] Enable torch.compile for StableLM (#54969)
Signed-off-by: Djordje Ramic <djoramic@amd.com>
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2026-09-03 03:21:54 -07:00 |
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c21751c90b
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[Kernel] Warm up Qwen GDN gated RMSNorm (#54251)
Signed-off-by: Zupeng Wang <71580390+zupengwang@users.noreply.github.com>
Co-authored-by: OpenAI <support@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-03 18:19:48 +08:00 |
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Bowen Tan
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1f76efaa21
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[Model] Add K2-Horizon model support (#55063)
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2026-09-03 01:17:08 -07:00 |
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5d09eb2cf3
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[Bugfix][MoE] Preserve unquantized weight storage on ROCm (#46009)
Signed-off-by: bingzhaodong <aaab8b@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Zhaodong Bing <zhaobing@smc300x-ccs-aus-gpuf2c5.prov.aus.ccs.cpe.ice.amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Zhaodong Bing <zhaobing@smc300x-ccs-aus-gpuf2a0.prov.aus.ccs.cpe.ice.amd.com>
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2026-09-03 11:06:09 +08:00 |
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Kevin H. LuuandKimi Code
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6c6376a09e
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[CI] Remove deleted nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16 and its arch aliases (#55026)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
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2026-09-02 15:18:46 -07:00 |
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a0d3e5c16e
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[XPU] Add fused GemmaRMSNorm path for eager execution (#53678)
Signed-off-by: Huanxing <huanxing.shen@intel.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-09-03 06:11:20 +08:00 |
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Isotr0py
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1356635d83
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[New model][Multimodal] Add DeepSeek-V4-Flash-Vision-Exp support (#54566)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-02 11:09:09 -07:00 |
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Harry MellorandClaude Opus 5
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d539de1c5d
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[Docs] Add missing return annotations flagged by griffe (#54980)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-02 09:56:07 -07:00 |
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