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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>
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2026-02-28 04:46:42 +00:00 |
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Matthew Bonanni
|
2562e0271e
|
[MTP] Validate that MTP weights are actually loaded (#35548)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-02-28 12:27:40 +08:00 |
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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 |
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Jakub Zakrzewski
|
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 |
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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>
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2026-02-27 19:39:23 +00:00 |
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Raushan TurganbayandHarry Mellor
|
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 |
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Netanel HaberandRoger Wang
|
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>
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2026-02-27 11:07:38 -07:00 |
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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 |
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Yueqian LinandRoger Wang
|
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 |
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TibandtibG
|
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 |
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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 |
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Chengyi NieandChengyi Nie
|
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 |
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zofiaandKunshang Ji
|
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 |
|
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Wentao Ye
|
062b789632
|
[Bug] Fix outdated links in source code (#35314)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-02-27 03:50:46 +00:00 |
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Jee Jee Li
|
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 |
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roikoren755
|
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 |
|
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Pavani Majety
|
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 |
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Aleksandr MalyshevandAleksandr Malyshev
|
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 |
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Tyler Michael SmithandClaude Opus 4.6
|
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 |
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sychen52
|
d0105b84f0
|
add mixed precision support for modelopt (#35047)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
|
2026-02-26 21:56:24 +00:00 |
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danielafrimi
|
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 |
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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 |
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Wentao Ye
|
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 |
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Jakub Zakrzewski
|
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 |
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Cyrus Leung
|
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 |
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Li-Yongwen
|
c6ca51598a
|
[Bugfix] fix device_name for routing replay (#34336)
Signed-off-by: liyongwen <1310439159@qq.com>
|
2026-02-26 12:18:38 +00:00 |
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Yueqian Lin
|
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 |
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HZYandIsotr0py
|
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 |
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Jiangyun Zhu
|
ab87f85231
|
[Model] Ring 2.5 (#35102)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
|
2026-02-26 02:17:11 -08:00 |
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Fadi ArafehandTyler Michael Smith
|
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 |
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Michael GoinandRobert Shaw
|
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 |
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Yongye Zhu
|
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 |
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Ming YangandMichael Goin
|
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 |
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c97234c08b
|
fix(mxfp4): Disable monolithic path for TRITON backend with EP (#34270)
Signed-off-by: Elizabeth Thomas <email2eliza@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-02-25 13:33:42 -08:00 |
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Lucas Wilkinson
|
15d76f74e2
|
Revert "[Misc] Enable weights loading tracking for quantized models" (#35309)
|
2026-02-25 09:20:15 -08:00 |
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Laura WangandLu Fang
|
2465071510
|
[Perf] Add opt-in SM100 Oink RMSNorm custom-op path (#31828)
Signed-off-by: Laura Wang <3700467+Laurawly@users.noreply.github.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
|
2026-02-24 23:01:53 -08:00 |
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Kunshang Ji
|
8ad54a991b
|
[Platform] Add current_platform.num_compute_units interface (#35042)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
|
2026-02-24 22:22:49 -08:00 |
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Isotr0py
|
a6c137521c
|
[Misc] Add shard_id validation for MergedColumnLinear (#35055)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-02-24 22:12:28 -08:00 |
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Isotr0py
|
4572a06afe
|
[Misc] Enable weights loading tracking for quantized models (#35074)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
|
2026-02-24 22:11:03 -08:00 |
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Rohan Potdar
|
f38f8c9742
|
[ROCm]: Enable customop and rope+kvcache fusion for AITER RoPE (#35180)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
|
2026-02-25 04:36:40 +00:00 |
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yugong333andMichael Goin
|
576fe50333
|
Adding Nemotron fp8 Triton MoE Config (#34674)
Signed-off-by: Yu Gong <yu3.gong@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-02-24 15:56:38 -08:00 |
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f5972a872f
|
[Model][Spec Decode] Nemotron-H MTP and Mamba Speculative Decoding Support (#33726)
Signed-off-by: Shahar Mor <smor@nvidia.com>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Shahar Mor <smor@nvidia.com>
Co-authored-by: Roi Koren <roik@nvidia.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
|
2026-02-24 09:49:56 -08:00 |
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Harry Mellor
|
c38b8d5a31
|
Remove padding_index from models that don't use it for better Transformers v5 compatibility (#35189)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-02-24 08:04:46 -08:00 |
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danisereb
|
9609b1f18d
|
Integrate flashinfer mm_mxfp8 in ModelOpt MXFP8 (#35053)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
|
2026-02-24 08:45:13 -07:00 |
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danisereb
|
a0c7081695
|
Fix fallback to default tactic (flashinfer autotuner) with trtllm_fp4_block_scale_moe (#35088)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
|
2026-02-24 07:25:44 -08:00 |
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|
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a87cc50859
|
[Attn,KV-cache] Use per-head scales in the attention selector (#34281)
Signed-off-by: Your Name <you@example.com>
Signed-off-by: Eldar Kurtic <research@neuralmagic.com>
Co-authored-by: Eldar Kurtic <research@neuralmagic.com>
Co-authored-by: Your Name <you@example.com>
|
2026-02-24 09:02:43 -05:00 |
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Dor HuriandJee Jee Li
|
012dee9233
|
[Feature] Add LoRA tower/connector support for Llama 4 Vision (mllama4) (#35147)
Signed-off-by: dorhuri123 <dor.huri1@live.biu.ac.il>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
|
2026-02-24 04:10:32 -08:00 |
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Tugsbayasgalan ManlaibaatarandNicolò Lucchesi
|
f1c664545b
|
Make voxtral compile friendly (#33959)
Signed-off-by: Tugsbayasgalan Manlaibaatar <tmanlaibaatar@fb.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
|
2026-02-24 09:33:35 +01:00 |
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|
6af03f2394
|
[Refactor] [1/N] Reorganize kernel abstraction directory (#34055)
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-02-24 06:47:22 +00:00 |
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Vadim Gimpelson
|
33a0d43c71
|
[BUGFIX][Qwen3.5] Hardcode mlp.gate as not quantizable (#35156)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
|
2026-02-23 19:42:24 -08:00 |
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