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b6ff8a2f50
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[Core] Add MRV2 virtual-batch PCP for MLA (#46570)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-07-19 02:53:15 +00:00 |
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Isotr0pyandRoger Wang
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9243e0124e
|
[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
|
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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d96aee0951
|
[Bugfix] Re-sync parameter tp_rank after process_weights_after_loading (fix replicated / disable_tp weight reload) (#48025)
Signed-off-by: Alex Xu <alexxu@roblox.com>
Co-authored-by: YQ-Wang <yiqingwang@roblox.com>
Co-authored-by: alexhxu <alex.xu1015@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-07-18 08:40:06 +00:00 |
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xuebwang-amd
|
f12b80c6ef
|
[ROCm][Bugfix] Fix GPT-OSS Quark MXFP4 MoE loading - emulation buffer not block-aligned (#43979)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
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2026-07-18 03:49:41 +00:00 |
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Jee Jee Li
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da64db78b9
|
[LoRA] Optimize TrtLlmLoRAExperts (#48759)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-07-18 10:26:14 +08:00 |
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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>
|
2026-07-17 21:58:59 +01:00 |
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Wentao Ye
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b5433b6f50
|
[Perf] Optimize dsv4 routing using specialized kernel, 2.94% E2E TPOT improvement (#48660)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-07-17 13:35:06 -07:00 |
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Michael GoinandOpenAI Codex
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cc25f028b7
|
[Loader] Improve InstantTensor loading (#46868)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
|
2026-07-17 16:30:02 -04:00 |
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labAxiaoming
|
bf578e1abd
|
[Bugfix][GLM4V] Fix video dummy profiling and memory usage (#48729)
Signed-off-by: xiaoming <1259730330@qq.com>
|
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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JooHo Lee
|
ce2aecc4dc
|
[Performance] Use CuTe-DSL for FlashInfer MXFP4 quantization (#48417)
Signed-off-by: BWAAEEEK <jooho414@gmail.com>
|
2026-07-17 06:53:48 -07:00 |
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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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Yejing Lai
|
4c6e2e4b30
|
[XPU][UT]fix _POSSIBLE_KERNELS error on XPU (#47516)
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
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2026-07-17 11:19:05 +00:00 |
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wendadawenandTianyu Guo
|
69d4f5ef63
|
[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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aoshen02
|
17fdd42100
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[Bugfix][Attention] Preserve post-load tensors across weight reloads (#48251)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
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2026-07-17 14:15:26 +08:00 |
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ee8f36d0b3
|
[Warmup] Show CuTeDSL compilation progress (#48881)
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 20:17:51 -07:00 |
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f3e9497e92
|
[Model] Add Inkling LoRA support [4/N] (#48884)
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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2026-07-17 09:52:15 +08:00 |
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Thien Tran
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fe784ff22e
|
[M3] Improve indexer for long-context decode (sm100) (#48582)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-07-16 18:12:15 -07:00 |
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67f9046e4a
|
[Bugfix] Sparse MLA: enable fp8_ds_mla dense prefill (#48642)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-16 22:44:04 +00:00 |
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Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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f17be06fbe
|
[Perf] Optimize clamp to clamp_ (#48143)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-16 18:41:07 -04:00 |
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Jack HuandDouglas Lehr
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2cab53ddee
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[Model][Hardware][AMD]: Part 1/2 -> Enable e2e QK Norm + RoPE + KV Cache runtime fusion for Qwen3-30B-A3B on ROCM_AITER_FA, and ROCM_AITER_UNIFIED_ATTN (#42749)
Signed-off-by: Jack Hu <Jack.Hu@amd.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
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2026-07-16 17:39:04 -05:00 |
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Hangrui CaoandDiegoCao
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4a394bfcda
|
[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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Michael Goin
|
c95c663049
|
[Quant] Add nvfp4_per_token online MoE quantization (#48538)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-07-16 14:25:27 -07:00 |
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HDCharles
|
ab3c1aedf3
|
[Bugfix] Fix activation quantization dispatch for WNA4Int/WNA8Int (#48785)
Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
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2026-07-16 17:13:02 -04:00 |
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fb5ec0dc9e
|
[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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xiao-llmandAndreas Karatzas
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02bf9c7907
|
Fix Quark mxfp4 quantized model loading issue under mtp (#46757)
Signed-off-by: Xiao Yu <xiao.yu.dc@outlook.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-16 14:58:47 -04:00 |
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Wentao Ye
|
626c90b2d5
|
[Refactor] Move fla to third party (#48500)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-07-16 19:22:36 +01:00 |
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music-dino
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7d56fe2adc
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[ROCm][CI] Avoid HIP init at config time via lazy aiter import in Quark OCP-MX (#48015)
Signed-off-by: Dino Music <Dino.Music@amd.com>
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2026-07-16 16:47:08 +00:00 |
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Zhongdongming Dai
|
75bdad40b5
|
[Bug][Quantization] Fix humming is_layer_skipped for compressed-tensors "re:" ignore entries (#48507)
Signed-off-by: Zhongdongming Dai <zhongdongmin@nvidia.com>
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2026-07-16 07:47:42 -07:00 |
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Samuel NordmannandCodex
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d08eebad16
|
[Perf][MoE] Write FlashInfer combine into final output (#47156)
Signed-off-by: snordmann <snordmann@nvidia.com>
Co-authored-by: Codex <codex@openai.com>
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2026-07-16 17:21:03 +03:00 |
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Artem PerevedentsevandMatthew Bonanni
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7cd1d57b74
|
[CI/Build][Docker] Bump nvidia-cutlass-dsl to 4.6.0 and drop packaging workarounds (#47442)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-07-16 13:51:41 +00:00 |
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Thien Tran
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85e296950c
|
BF16x3 router GEMM (#47973)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-07-16 17:04:20 +08:00 |
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6570c9800c
|
[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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Asaf GardinandMichael Gokhman
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df8a0900df
|
[BugFix] Don't apply weight in batch-invariant RMSNorm when has_weight=False (#48741)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
Co-authored-by: Michael Gokhman <michael.gokhman@yahoo.com>
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2026-07-16 11:59:03 +08:00 |
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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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qli88
|
5de1add806
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[feature]Add int4 quantization support for emulation moe backend (#48451)
Signed-off-by: Qiang Li <qiang.li2@amd.com>
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2026-07-16 02:00:12 +00:00 |
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0becb7486b
|
[BugFix][MLA] Support kv_cache_dtype_skip_layers for MLA attention (#47309)
Signed-off-by: liuruikang <liuruikang.cs@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-07-16 00:06:11 +00:00 |
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Wentao Ye
|
2dab187f75
|
[Perf] Optimize fused_topk_bias for DSv4, 1.5~2x kernel performance improvement (#47463)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-07-15 23:40:55 +00:00 |
|
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Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
4238b011a7
|
[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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Mike G
|
2bd8957627
|
[Bugfix][NVFP4 MoE] Pad gated intermediate to 64 for FlashInfer TRT-LLM shuffle (M%128) (#46880)
Signed-off-by: Mike G <180722391+mikekg@users.noreply.github.com>
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2026-07-15 17:37:15 -04:00 |
|
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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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Giuseppe Grossiandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
1d99f0f421
|
[ROCm][BugFix] Triton W4A16 handling for GPTQ/AutoGPTQ qzeros layout (#47770)
Signed-off-by: giuseppegrossi <ggrossi@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-15 11:55:47 -05:00 |
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61141ed265
|
[Hardware][XPU] Register batch-invariant kernels for XPU (#41934)
Signed-off-by: tzielinski-habana <tomasz.zielinski@intel.com>
Signed-off-by: Tomasz Zielinski <85164140+tzielinski-habana@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
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2026-07-15 11:19:44 -04:00 |
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Gopala-Krishna Char
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5810e884f1
|
[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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Turner JabbourandClaude
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7aab6e2684
|
[ROCm][Bugfix] Enable the fp32 head_dtype torch.mm fast path on ROCm (#48688)
Signed-off-by: Turner Jabbour <doubleujabbour@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-07-15 08:18:22 +00:00 |
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Giuseppe Grossi
|
d119beb1b9
|
[ROCm] Add tuned selective_state_update config for AMD MI350 (#48159)
Signed-off-by: Giuseppe Grossi <ggrossi@amd.com>
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2026-07-15 10:18:09 +03:00 |
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e281ac663a
|
[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
|
adce068118
|
[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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