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382970ee6c
|
[Kimi-K3][AMD] Return KDA and MLA projection outputs directly (#50592)
Signed-off-by: Liuyinfeng01 <yinfeliu@amd.com>
Co-authored-by: Liuyinfeng01 <199041580+LiuYinfeng01@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-21 15:44:41 -05:00 |
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Tuukka Sarviandlarryli2-amd
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e34685dfc0
|
[ROCm][DSv4] Enable DSpark adaptive verification (#52362)
Signed-off-by: Tuukka Sarvi <tuukka.sarvi@amd.com>
Signed-off-by: larryli2-amd <larryli2@amd.com>
Co-authored-by: larryli2-amd <larryli2@amd.com>
|
2026-09-21 10:03:41 -05:00 |
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Fangzhou AiandCursor
|
04c1f4a407
|
[Bugfix][ROCm][DSv4.1] Disable SWA bounded replay on ROCm (#57906)
Signed-off-by: Fangzhou Ai <fangzhou.ai@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
|
2026-09-21 10:29:14 +00:00 |
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b8cf275382
|
[AMD][Minimax-M3][perf] Enable packed LBHNC AITER QK-norm fusion for MiniMax-M3 on ROCm (#54535)
Signed-off-by: Wei-Ting Liao <wei-ting.liao@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
|
2026-09-21 16:38:30 +08:00 |
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76ffb0d374
|
[Model][Engram] Share host tables across co-located DP replicas by default (#57651)
Signed-off-by: Juntian Liu <Juntianl777@gmail.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
|
2026-09-21 08:26:56 +00:00 |
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akii96
|
0ff0477ff9
|
[Perf][ROCm] Add a ROCm path for Hy4 and compile the backbone (#57526)
Signed-off-by: Aakif Nawaz <aakif.nawaz@amd.com>
|
2026-09-21 08:20:43 +00:00 |
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Woosuk KwonandOpenAI Codex
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67513c8b67
|
[Bugfix][DSV4.1] Restrict mHC overlap to full CUDA graphs (#57874)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
|
2026-09-21 01:16:59 -07:00 |
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Chaunceyandzjy0516
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3df4ae153e
|
[Core][KDA] Generalize Mamba prefill checkpoint builder and exporter (#57783)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
|
2026-09-21 04:46:11 +00:00 |
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Woosuk KwonandCodex
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9a70c233cd
|
[Perf][DSV4.1] Fuse TP all-reduce with mHC input preparation (#57643)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
|
2026-09-20 20:28:06 -07:00 |
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Jee Jee Li
|
86ce4d10e2
|
[BUGFIX][HY4] Record indexer completion event for full CUDA graph capture (#57811)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
|
2026-09-21 10:59:11 +08:00 |
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JohnQinAMD
|
6dfd87f596
|
[ROCm][DSv4.1] Keep the Engram tables in host memory on ROCm (#57491)
|
2026-09-21 10:17:11 +08:00 |
|
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Woosuk KwonandCodex
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9b49f92344
|
[Perf][DSV4.1] Overlap mHC coefficients for small TP batches (#57603)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
|
2026-09-20 17:33:17 -07:00 |
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Isotr0py
|
27757dde02
|
[DSV4.1] Add encoder cuda graph support for deepseek-v4.1-flash (#56625)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
|
2026-09-20 21:51:13 +08:00 |
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Chauncey
|
bf01fc4a31
|
[GLM-5.3-Flash] Route kpool indexer top-k through the shared SparseIndexerTopk dispatcher (#57546)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
|
2026-09-20 11:17:59 +00:00 |
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db1bfdd4fb
|
[Bugfix][GLM-5.3-Flash] Address kpool tail blocks by the padded indexer stride in the NVIDIA prefill seed kernel (#57477)
Signed-off-by: Jared Wen <w13431838023@gmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-09-20 18:15:04 +08:00 |
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yinfengLiuandShanshan Shen
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0e110f696d
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[ROCm][DSV4][Perf] Use FP8 WO_A output projection (#54894)
Signed-off-by: Liuyinfeng01 <yinfeliu@amd.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
|
2026-09-20 09:13:55 +00:00 |
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Fangzhou AiandShanshan Shen
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1596fa5f88
|
[ROCm][DSv4.1][Perf] Reuse the decode topk ragged metadata across layers (#57434)
Signed-off-by: Fangzhou Ai <fangzhou.ai@amd.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
|
2026-09-20 11:46:33 +08:00 |
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a7fda4c88b
|
[Bugfix] Fix SM100 fp8_ds_mla cache scales (#49435)
Signed-off-by: Ariel Bereslavsky <arielb@getimpala.ai>
Signed-off-by: Ariel Bereslavsky <ariel@getimpala.ai>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ariel Bereslavsky <arielb@getimpala.ai>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-19 17:15:07 -07:00 |
|
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Wentao Ye
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36fa72d2d0
|
[GLM5.3 Perf] Size the GLM-5 sparse indexer decode workspace, 3072 MiB GPU memory saved (#57701)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-09-19 16:57:01 -04:00 |
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1dc2d854c1
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[Feat][Model] Support encoder-side SWA-bounded replay for DeepSeek-V4.1-Flash (#56227)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
|
2026-09-18 15:01:24 -07:00 |
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62af3df734
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[Bugfix][MLA] Reserve sparse prefill buffers before KV cache sizing (#57575)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-09-18 21:22:18 +00:00 |
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Woosuk KwonandCodex
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50d812b66a
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[Perf][DSV4.1] Optimize MegaMoE staging and NVFP4 cache gathers (#57604)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-18 12:57:19 -07:00 |
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Harry MellorandClaude Opus 5
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8a5cf54387
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[Multimodal] Type dummy options per modality (#57576)
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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2026-09-18 17:29:11 +01:00 |
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Itay AlroyandTyler Michael Smith
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017dced6a6
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[DeepSeek V4] Fix fused MoE expert distribution (#57465)
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
|
2026-09-18 15:17:07 +00:00 |
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Julien DebacheandHarry Mellor
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2bdae2a5a8
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[fix] Mistral-Large-3 accuracy regression on main (#57563)
Signed-off-by: jdebache <jdebache@nvidia.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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2026-09-18 14:19:16 +00:00 |
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Kyle SayersandMisha Goin
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76d517fd12
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[Quantization] Support kimi-k3 routed expert quant (#57430)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
|
2026-09-18 08:03:59 -06:00 |
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d12c276853
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[Bugfix][ROCm] Alias SparseAttnIndexerKpool.forward_cuda to forward_native (GLM-5.3-Flash boot crash) (#57425)
Signed-off-by: Mustafa YILDIRIM <mustafa@character.ai>
Co-authored-by: Hermes Agent <hermes@nousresearch.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2026-09-18 03:36:55 +00:00 |
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Chaunceyandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2bbdfcfcfe
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[Perf][GLM5.3-Flash] Use cooperative top-k for small GLM decode batches (#57327)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-09-18 10:31:35 +08:00 |
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Woosuk KwonandCodex
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80447d2765
|
[Bugfix][DSv4.1] Fix FlashInfer DSpark non-causal attention (#57432)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
|
2026-09-17 15:14:37 -07:00 |
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ac2f0ea82c
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[MoE][Bugfix] Skip SP padded rows in grouped MoE routing (#56079)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
|
2026-09-17 19:36:19 +00:00 |
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41f9104fa6
|
[DSv4.1] Integrate Mega-Gate from DeepGEMM (#56266)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-09-17 12:06:36 -07:00 |
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4f9a41ac94
|
[CI/Build][Hardware][NVIDIA] Add Rubin CUDA 13.4 nightly images (#55953)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-17 08:05:31 -07:00 |
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akii96
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438434b5b5
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[ROCm][Perf] Insert MiniMax-M3 sparse-PA K/V without a contiguous copy (#56849)
Signed-off-by: Aakif Nawaz <aakif.nawaz@amd.com>
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2026-09-17 09:44:54 -05:00 |
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leoandOpenAI Codex
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b3079e6e46
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[Perf][DSpark] Stack DeepSeek V4 context WKV projections (#54674)
Signed-off-by: liuyao0322 <yaoliu548926@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-17 00:04:53 -07:00 |
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Shuolei WangandRoger Wang
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7bbce752b8
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[Perf][Model] Qwen4Exp QSA: sm_90 tuning table for _select_config (#57273)
Signed-off-by: Shuolei Wang <shuoleiwang123@gmail.com>
Signed-off-by: Shuolei Wang <948904026@qq.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-09-17 07:02:24 +00:00 |
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Shanshan Shen
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fdcd42350b
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[ROCm][Perf] Enable HCA dual-stream overlap for DeepSeek-V4 (#56853)
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
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2026-09-17 06:46:00 +00:00 |
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Woosuk Kwon
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30b847c1fa
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[Perf][DSV4.1] Remove MegaMoE padding and shared padding workaround (#57204)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-09-16 19:09:30 +00:00 |
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Shanshan Shen
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bc0f47cd03
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[ROCm][Bugfix] Revert #56433 + #51692 to fix accuracy breakdown for DeepSeek-V4 (#57132)
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
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2026-09-16 18:58:23 +00:00 |
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|
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9f9e1dac26
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[Bugfix][Model] Restore causal image SWA for DeepSeek V4.1 (#57152)
Signed-off-by: Juntian Liu <Juntianl777@gmail.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-16 18:09:00 +00:00 |
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Harry MellorandClaude Opus 5
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651a88c09a
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[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212)
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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2026-09-16 10:57:24 -07:00 |
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Cyrus Leung
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0b9e018fb9
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[MM] Further cleanup _apply_hf_processor_main (#53610)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-09-16 10:21:00 -07:00 |
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Harry MellorandClaude Opus 5
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8c1557a79c
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Add pydocstyle to the ruff rules (#52136)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-16 16:44:29 +00:00 |
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dff1bde84d
|
[Model] Qwen4Exp: fp8_e4m3 main KV cache on the QSA path (#55557)
Signed-off-by: Andrea Semeraro <andrea.semeraro@sezione1.it>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
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2026-09-16 15:07:52 +00:00 |
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ec4a3a5370
|
[CI] Bump Transformers version to 5.17.0 (#56108)
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: Claude Opus 5 <noreply@anthropic.com>
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2026-09-16 06:34:16 -07:00 |
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sashko-zakharchukandzjy0516
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f8b5c11468
|
[Bugfix][Kimi-K3] Do not classify a stateless first chunk as a decode (#51483)
Signed-off-by: Oleksandr Zakharchuk <oleksandr.zakharchuk@gmail.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-09-16 21:24:48 +08:00 |
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d6a1677d55
|
[Model][DSv4.1] FlashMLA mega attention and the NVFP4 compressed KV cache (#56935)
Signed-off-by: Yongye Zhu <yongye@inferact.ai>
Signed-off-by: 云挚 <ningyunxiao.nyx@antgroup.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Yunxiao Ning <73625538+foraxe@users.noreply.github.com>
Co-authored-by: AI Assistant <noreply@openai.com>
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2026-09-16 03:07:50 -07:00 |
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Canlin GuoandCodex
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03f67b3ad1
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[Perf][DSV4.1] Pad shared experts for native MegaMoE fusion (#56568)
Signed-off-by: Canlin <canlinguosdu@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-16 17:08:42 +08:00 |
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Jiangyun ZhuandTJian
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4fe9e6f6e5
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[Refactor][GLM-5.3-Flash] Move sparse_attn_indexer_kpool into the model folder and split AMD/NVIDIA (#55358)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-09-16 05:50:35 +00:00 |
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6ecd97f1b7
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[Perf][DSpark] Add KV-only context insertion across V4.1 cache formats (#56441)
Signed-off-by: 0z5a <0z5a@users.noreply.github.com>
Signed-off-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: 0z5a <0z5a@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-15 21:34:55 -07:00 |
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maithilijoshi20
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22bb158c21
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[Bugfix][ROCm] Fix MiniMax-M3 fused MXFP8 block scale (#53674)
Signed-off-by: maithilijoshi20 <97733343+maithilijoshi20@users.noreply.github.com>
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2026-09-15 21:59:43 -05:00 |
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