 Fynn Schmitt-UlmsandGitHub
|
9433acb8df
|
[Spec Decode] Add hidden states extraction system (#33736)
Signed-off-by: Fynn Schmitt-Ulms <fschmitt@redhat.com>
|
2026-03-02 14:29:09 -05:00 |
|
|
CSWYF3634076andGitHub
|
2a9e3347e9
|
[BugFix][Model]Fix the garbled code in Ernie4.5-VL caused by fast_moe_cold_start (#35587)
Signed-off-by: wangyafeng <wangyafeng@baidu.com>
|
2026-03-02 18:56:33 +00:00 |
|
|
Turner JabbourandGitHub
|
4034c3d32e
|
[Core] Move test utility to test file (#35672)
Signed-off-by: Turner Jabbour <doubleujabbour@gmail.com>
|
2026-03-02 10:56:03 -05:00 |
|
|
|
d9c7730877
|
[Performance] Extract kv update ops from MLA attention backends (#34627)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Di Wu <dw2761@nyu.edu>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
|
2026-03-02 10:43:19 -05:00 |
|
|
Kunshang JiandGitHub
|
92f5d0f070
|
[XPU] fix mxfp4 activation type (#35691)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-03-02 11:48:39 +08:00 |
|
|
|
8b5014d3dd
|
[Attention] FA4 integration (#32974)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2026-03-01 23:44:57 +00:00 |
|
|
Richard ZouandGitHub
|
e82fbeec7b
|
[torch.compile] Undo the fast_moe_cold_start hack in torch>=2.11 (#35475)
Signed-off-by: Richard Zou <zou3519@gmail.com>
|
2026-03-01 21:44:22 +00:00 |
|
|
haosdentandGitHub
|
6290470843
|
[Bugfix] Fix dtype mismatch in RMSNormGated.forward_native() during torch.compile (#35256)
Signed-off-by: haosdent <haosdent@gmail.com>
|
2026-03-01 15:14:46 -05:00 |
|
|
Seungho YoonandGitHub
|
5a435507d8
|
fix(mxfp4): return is_monolithic=False when LoRA is enabled for Triton backend (#35382)
Signed-off-by: Seungho Yoon <yoonsnowdev@gmail.com>
|
2026-03-01 09:59:30 -05:00 |
|
|
Asaf GardinandGitHub
|
bbf81f9a92
|
[Mamba1] - Kernel Level Chunk Alignment for Prefix Caching (#34798)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
|
2026-03-01 20:40:23 +08:00 |
|
|
lin-shhandGitHub
|
a9ec392c86
|
Fix typo: implictly -> implicitly in isaac.py docstring (#35646)
|
2026-02-28 23:34:37 -08:00 |
|
|
lailooandGitHub
|
afd089f231
|
[Bugfix][Model] Fix Qwen3.5/Qwen3Next ignoring --dtype flag on older GPUs (#35617)
|
2026-03-01 03:27:37 +00:00 |
|
|
Isotr0pyandGitHub
|
e94b263bd6
|
[Chore] Cleanup BNB utilization dead code (#35620)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-02-28 19:22:41 +00:00 |
|
|
|
e113a30113
|
[Deprecation] Deprecate code in 0.17 as scheduled (#35441)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
|
2026-02-28 17:32:37 +00:00 |
|
|
cwazaiandGitHub
|
63d7972f13
|
Fix Qwen3_5MTP packed_modules_mapping for gate_up_proj (#35581)
|
2026-02-28 14:50:55 +00:00 |
|
|
ChaunceyandGitHub
|
7e08c22b8c
|
[Feat] Add CUDA torch fallbacks for fp8_mqa_logits/fp8_paged_mqa_logits_torch function (#35271)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
|
2026-02-28 10:12:00 +00:00 |
|
|
Hashem HashemiandGitHub
|
7600642eae
|
Add padding support to wvSplitK solution for skinny GEMMs (#33762)
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
|
2026-02-28 09:02:05 +00:00 |
|
|
|
dea268336f
|
[1/N] Elastic EP Milestone 2 (#34861)
Signed-off-by: Yongji Wu <wuyongji317@gmail.com>
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Ron Tourgeman <rtourgeman@nvidia.com>
Co-authored-by: Yongji Wu <wuyongji317@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
|
2026-02-28 04:46:42 +00:00 |
|
|
Matthew BonanniandGitHub
|
2562e0271e
|
[MTP] Validate that MTP weights are actually loaded (#35548)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-02-28 12:27:40 +08:00 |
|
|
|
d5b6f3ba36
|
[ROCm][Quantization] Add Composable Kernel (CK) backend support for M… (#34301)
Signed-off-by: Doug Lehr <douglehr@amd.com>
Signed-off-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Signed-off-by: Douglas Lehr <Doug.Lehr@amd.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
|
2026-02-28 03:37:01 +00:00 |
|
|
Jakub ZakrzewskiandGitHub
|
1f3dbd95fd
|
[Bugfix][Model] Fix gpt-oss batch invariance (#35404)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
|
2026-02-27 20:41:24 +00:00 |
|
|
|
2decec9856
|
[Transformers backend] Ignore MTP weights when num_nextn_predict_layers=0 (#34888)
Signed-off-by: SteadfastAsArt <695488173@qq.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-02-27 19:39:23 +00:00 |
|
|
|
fd6de37fca
|
[BugFix] Fix 3D rope in transformers backend (#35097)
Signed-off-by: raushan <raushan@huggingface.co>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-02-27 18:34:49 +00:00 |
|
|
|
c8aca0c9e1
|
Support parakeet as audio encoder for nemotron-nano-vl (#35100)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
|
2026-02-27 11:07:38 -07:00 |
|
|
|
905d76b51d
|
[Model] Add huggingface skt/A.X-K1 model (#32407)
Signed-off-by: Sungwan(Alex) Kim <sw0726.kim@sktelecom.com>
Signed-off-by: fort726 <38447663+fort726@users.noreply.github.com>
Co-authored-by: Sungwan(Alex) Kim <sw0726.kim@sktelecom.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-02-27 09:26:02 -08:00 |
|
|
|
e8249378e4
|
[Bugfix] Fix check_interleaved_audio_video false positive for batched non-interleaved requests (#35487)
Signed-off-by: linyueqian <linyueqian@outlook.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
|
2026-02-27 06:48:25 -08:00 |
|
|
|
6467b635b6
|
[Bugfix] Add missing activation attr to RMSNormGated (#35423)
Signed-off-by: tibG <naps@qubes.milou>
Co-authored-by: tibG <naps@qubes.milou>
|
2026-02-27 12:53:35 +00:00 |
|
|
|
9c3fe9936b
|
Flashinfer cuDNN backend for Qwen3 VL ViT attention (#34580)
Signed-off-by: Max Hu <maxhu@nvidia.com>
Signed-off-by: Max Hu <hyoung2991@gmail.com>
Co-authored-by: Max Hu <maxhu@nvidia.com>
Co-authored-by: Shang Wang <shangw@nvidia.com>
|
2026-02-27 20:20:23 +08:00 |
|
|
|
a572baff5e
|
[Model Performance] Add Qwen3MoE tuned MoE configs for H200 (#35457)
Signed-off-by: Chengyi Nie <cnie@roblox.com>
Co-authored-by: Chengyi Nie <cnie@roblox.com>
|
2026-02-27 13:51:14 +08:00 |
|
|
|
516cf26698
|
[Bug] correct out dtype of rms_norm_gated native path (#35369)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-02-27 05:19:51 +00:00 |
|
|
Wentao YeandGitHub
|
062b789632
|
[Bug] Fix outdated links in source code (#35314)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-02-27 03:50:46 +00:00 |
|
|
Jee Jee LiandGitHub
|
1e5ad9b74f
|
[Bugfix] Fix Qwen3NextForCausalLM packed_modules_mapping (#35413)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
|
2026-02-26 19:46:30 -08:00 |
|
|
roikoren755andGitHub
|
38c498b8e3
|
[Performance] Cublas Bf16 Gate with Fp32 Output (#35121)
Signed-off-by: Roi Koren <roik@nvidia.com>
|
2026-02-26 16:51:28 -08:00 |
|
|
Pavani MajetyandGitHub
|
6283021142
|
[Bugfix] Fix KV Scale loading for MLA Models (#35430)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
|
2026-02-26 23:38:19 +00:00 |
|
|
|
01923eec70
|
[ROCm][Quantization] GPT OSS Upstream MoE wmxfp4_afp8 with static scales (#30357)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
|
2026-02-26 16:50:16 -06:00 |
|
|
|
eb19955c37
|
[WideEP] Remove pplx all2all backend (#33724)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
|
2026-02-26 14:30:10 -08:00 |
|
|
sychen52andGitHub
|
d0105b84f0
|
add mixed precision support for modelopt (#35047)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
|
2026-02-26 21:56:24 +00:00 |
|
|
danielafrimiandGitHub
|
832a780f3a
|
Nemotron: use per-layer config in NemotronHMLPDecoderLayer for heterogeneous models (#35396)
Signed-off-by: dafrimi <dafrimi@nvidia.com>
|
2026-02-26 16:55:19 -05:00 |
|
|
|
ec8ab9d254
|
[ROCm] Add dynamic mxfp4 quantization for DeepSeek V2 projection layers (#34157)
Signed-off-by: Doug Lehr <douglehr@amd.com>
Signed-off-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: Doug Lehr <douglehr@amd.com>
Co-authored-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
|
2026-02-26 10:00:49 -06:00 |
|
|
Wentao YeandGitHub
|
05972ea7e5
|
[Refactor] Remove dead or duplicate func utils or variables (#35318)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-02-26 10:57:56 -05:00 |
|
|
Jakub ZakrzewskiandGitHub
|
111d869069
|
[Model] Add nvidia/llama-nemotron-embed-vl-1b-v2 multimodal embedding model (#35297)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
|
2026-02-26 14:17:17 +00:00 |
|
|
Cyrus LeungandGitHub
|
845ee348ef
|
[Misc] Standardize handling of mm_processor_kwargs.size (#35284)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2026-02-26 13:05:46 +00:00 |
|
|
Li-YongwenandGitHub
|
c6ca51598a
|
[Bugfix] fix device_name for routing replay (#34336)
Signed-off-by: liyongwen <1310439159@qq.com>
|
2026-02-26 12:18:38 +00:00 |
|
|
Yueqian LinandGitHub
|
c0615a296d
|
[Bugfix] Fix Qwen2.5-Omni and Qwen3-Omni mixed-modality embed regression (#35368)
Signed-off-by: linyueqian <linyueqian@outlook.com>
|
2026-02-26 11:58:23 +00:00 |
|
|
|
32693db8ce
|
[Bugfix] [Qwen3.5]Fix Qwen3.5 FP8 quantization: tuple shard_id weight loading (#35289)
Signed-off-by: daowu.hzy <daowu.hzy@alibaba-inc.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-02-26 18:26:15 +08:00 |
|
|
Jiangyun ZhuandGitHub
|
ab87f85231
|
[Model] Ring 2.5 (#35102)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
|
2026-02-26 02:17:11 -08:00 |
|
|
|
4171ff6dd9
|
[CPU][Feat] Enable KleidiAI INT8_W4A8 for all input dtypes (#34890)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
|
2026-02-26 05:00:10 +00:00 |
|
|
|
de527e1cec
|
[UX] Add --moe-backend arg for explicit kernel selection (#33807)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-02-25 17:44:44 -08:00 |
|
|
Yongye ZhuandGitHub
|
1976356ee6
|
[MoE Refactor] MXFP4 Cutlass Experts to MK (#34542)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-02-25 17:32:39 -08:00 |
|
|
|
6831650c40
|
[offloader] v2: Hide weight onloading latency via prefetching (#29941)
Signed-off-by: Ming Yang <minos.future@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-02-25 17:20:59 -08:00 |
|