 Shanshan ShenandRoger Wang
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80118853f4
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[MM][Perf][CG] Support ViT full CUDA graph for Qwen3-VL video inference (#38061)
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-04-14 16:49:32 +08:00 |
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lalit10andCyrus Leung
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0008729abf
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[Model] Use mm_features for Ernie-4.5 VL M-RoPE (#39753)
Signed-off-by: Lalit Laxminarayan Bangad <lalitbangad@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-04-14 01:11:52 -07:00 |
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Netanel Haber
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6adacfcb65
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ParakeetExtractor performance and UX enhancements (#39423)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
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2026-04-13 21:37:35 +00:00 |
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8213e8f880
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Bug/test eagle dp v0 (#38938)
Signed-off-by: Monishver Chandrasekaran <monishverchandrasekaran@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
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2026-04-13 20:50:08 +00:00 |
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Pedram Razavi
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3693f922ff
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[Bugfix][Pooling] Fix silent weight corruption with buffer-reusing iterators (#39650)
Signed-off-by: Pedram Razavi <pedram.razavi@gmail.com>
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2026-04-13 19:37:27 +00:00 |
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Tyler Michael SmithandClaude Opus 4.6
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f72b20976c
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[Bugfix] Reject non-nvfp4 dtypes when using the flashinfer_nvlink_one_sided all2all backend (#39717)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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2026-04-13 19:13:51 +00:00 |
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JartX
|
f414f90601
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[Bugfix][Kernel][ROCm] Fix triton_w4a16 scales mismatch when BLOCK_K > group_size (#39705)
Signed-off-by: JartX <sagformas@epdcenter.es>
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2026-04-13 14:29:45 -04:00 |
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Yongye Zhu
|
739e5945dc
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[Quantization] [Refactor] Create special "GptOssMxfp4MoeMethod" (#39604)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-04-13 12:53:58 -04:00 |
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Santino Ramos
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4d042ed85f
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[Bugfix] Fix tensor shape mismatch in sparse attention with speculative decoding (#39542)
Signed-off-by: Santino Ramos <santinor@inferact.ai>
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2026-04-13 08:57:38 -07:00 |
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Yi Liu
|
d8ddb31644
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[Bugfix][CT] Fix KV cache scale handling (#39418)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
|
2026-04-13 10:50:16 -04:00 |
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Tihomir Elek
|
8d825b87d6
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[Bug] Fix TypeError when hf_config.architectures is None during model loading (#38849)
Signed-off-by: Tihomir Elek <tiho.elek@gmail.com>
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2026-04-13 12:13:21 +01:00 |
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zofia
|
1b19bd7589
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[MXFP8] [XPU] add a new compressed tensor schema and add a xpu mxfp8 gemm kernel (#38707)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
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2026-04-13 16:59:20 +08:00 |
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fa6ae31177
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feat: rename logit_bias/logit_scale to logit_mean/logit_sigma for affine score calibration (#39530)
Signed-off-by: Jesus Federico <jefp@amazon.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-13 04:43:44 +00:00 |
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Le Yang
|
21fab0a3db
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fix(moe): fix RoutedExpertsCapturer assertion failure with DP>1 and MK path (#37879)
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2026-04-12 10:28:17 -04:00 |
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r266-techandRoger Wang
|
17e787a779
|
fix(kimi_k25): resolve media_placeholder_token_id from tokenizer (#39344)
Signed-off-by: r266-tech <r266.tech@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
|
2026-04-11 21:10:24 -07:00 |
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Yan Ma
|
394ff86965
|
[XPU][CT] support per-channel quantization in xpu fp8 linear method (#38316)
Signed-off-by: Yan Ma <yan.ma@intel.com>
|
2026-04-12 02:46:28 +00:00 |
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EdalatiAli
|
df1e30e74b
|
[Quant] add CompressedTensorsW8A8Mxfp8 for linear and MoE layers (#38815)
Signed-off-by: EdalatiAli <aliedalati@cohere.com>
|
2026-04-11 17:21:36 -06:00 |
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ShubyM
|
92feb9991d
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[Gemma4][Bugfix]: Enable Gemma4ForCasualLM to load lora adapters correctly (#38844)
Signed-off-by: ShubyM <shubymishra20@gmail.com>
|
2026-04-11 09:06:49 +00:00 |
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d4cb783c10
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[Bugfix] Fix GDN FLA kernel crashes with NULL_BLOCK_ID=0 CUDA graph padding (#39064)
Signed-off-by: Vibhav Agarwal <vibhavagarwal5@gmail.com>
Co-authored-by: vibhav-agarwal <vibhav.agarwal@glance.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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2026-04-11 08:35:19 +00:00 |
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Lee Yongjun
|
da72daced2
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[Bugfix] add SupportsMultiModal to Exaone4_5_MTP (#39526)
Signed-off-by: leeyongjun <jqueen.astro@gmail.com>
|
2026-04-10 22:57:26 -07:00 |
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Michael Goin
|
11e2375fe2
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[Refactor] Move MXFP8 GEMM management into MxFp8LinearKernel (#39205)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-04-10 14:02:03 -07:00 |
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e7cfd7c5b9
|
Add Gemma4 Eagle3 support (#39450)
Signed-off-by: Rahul-Tuli <rtuli@redhat.com>
Signed-off-by: Fynn Schmitt-Ulms <fschmitt@redhat.com>
Co-authored-by: Rahul-Tuli <rtuli@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-04-10 12:35:35 -07:00 |
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Manu
|
51cfc0e76c
|
perf(moe): add tuned fused_moe config for RTX PRO 6000 Blackwell Server Edition (#39183)
Signed-off-by: manu <fortin.emmanuel@gmail.com>
|
2026-04-10 11:32:42 -06:00 |
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Jesus FedericoandClaude Opus 4.6
|
b87575d24b
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feat: add logit_scale to PoolerConfig for affine score calibration (#39435)
Signed-off-by: Jesus Federico <jefp@amazon.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
|
2026-04-10 17:21:14 +00:00 |
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Jee Jee Li
|
ecd1ea1363
|
[Kernel] Porting the TRTLLM minimax_allreduce_rms kernels (#37045)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
|
2026-04-11 00:20:20 +08:00 |
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wang.yuqi
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cb5f7501cb
|
[New Model]: jinaai/jina-reranker-v3 (#38800)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
|
2026-04-10 15:20:40 +00:00 |
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Peter Nguyen
|
8d0f908b98
|
[Model] Implement LoRA support for Qwen3ASRForConditionalGeneration (#37247)
Signed-off-by: Peter Nguyen <petern0408@gmail.com>
|
2026-04-10 18:34:31 +04:00 |
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d468322dc1
|
[Kernel][Hardware][AMD] Add TritonW4A16LinearKernel for ROCm (#37352)
Signed-off-by: jatseng-ai <jatseng@amd.com>
Signed-off-by: jatseng-ai <janet.tseng@amd.com>
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Matthias Gehre <matthias.gehre@amd.com>
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2026-04-10 10:25:27 +00:00 |
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PatchyTISandPatchouliTaisa
|
967146e7bd
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[model] support FireRedLID (#39290)
Signed-off-by: PatchouliTaisa <patchychen@tencent.com>
Co-authored-by: PatchouliTaisa <patchychen@tencent.com>
|
2026-04-10 08:43:58 +00:00 |
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Hexiang Wangandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
1dfd64c1cc
|
[PluggableLayer][3/N] Apply PluggableLayer to llm_head and vocab embedding layer (#33465)
Signed-off-by: whx-sjtu <2952154980@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-04-10 16:12:59 +08:00 |
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milesial
|
270e8a4102
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Nemotron Nano VL: Streamline pixel shuffle (#37580)
Signed-off-by: milesial <milesial@users.noreply.github.com>
|
2026-04-10 07:31:19 +00:00 |
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Richard Zou
|
f44afef6d6
|
[compile] Allow strings in custom ops without regressing compilation times (#38123)
Signed-off-by: Richard Zou <zou3519@gmail.com>
|
2026-04-10 07:26:37 +00:00 |
|
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Kyungmin Leeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
e7a1387e73
|
Add EXAONE-4.5 (#39388)
Signed-off-by: lkm2835 <lkm2835@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-04-09 20:53:26 -07:00 |
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Kunshang Ji
|
55d037e2e5
|
[CT][FP8][Marlin] refactor CompressedTensorsW8A16Fp8 to use kernel abstraction (#38244)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
|
2026-04-10 09:58:35 +08:00 |
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Ibrahim Arshad
|
9853a3c159
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fix(gdn): Align prefill warmup with real prefill path (#39169)
Signed-off-by: Ibrahim Arshad <38925737+ibrahim1023@users.noreply.github.com>
|
2026-04-10 00:49:50 +00:00 |
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Artem Perevedentsev
|
bb6047db13
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[Model][Perf] Enable checkpoints prefetching for Lustre FS by default (#39422)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
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2026-04-10 00:47:59 +00:00 |
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Ekagra Ranjan
|
f7cad67412
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[ASR] Fix spacing bw chunks in multi chunk audio transcription (#39116)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
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2026-04-09 12:46:33 -07:00 |
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Michael Goin
|
2800706f06
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[Refactor] Move NVFP4 GEMM management into NvFp4LinearKernel (#39129)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-04-09 15:05:36 -04:00 |
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PikaPikachu
|
827268e98d
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[Quantization] Support Quark W8A8 INT8 MoE inference (#36320)
Signed-off-by: kangletian <Letian.Kang@amd.com>
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2026-04-09 17:24:43 +00:00 |
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Richard Zou
|
6c749399b7
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[BugFix] fix tests/kernels/moe/test_moe_layer.py (#39404)
Signed-off-by: Richard Zou <zou3519@gmail.com>
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2026-04-09 08:48:59 -04:00 |
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Andrii SkliarandAndrii Skliar
|
df2503e125
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nemotron-nano-vl: Allow use_audio_in_video to be passed at vllm serve time (#38538)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
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2026-04-09 11:44:39 +00:00 |
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Yongye Zhu
|
2e98406048
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[Refactor] Improve indexer decode path metadata preparation (#38865)
|
2026-04-08 20:49:15 -07:00 |
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Ilya Boytsov
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d37b378762
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[Model] Update ColModernVBERT to support latest HF checkpoint (#39307)
Signed-off-by: Ilya Boytsov <ilyaboytsov1805@gmail.com>
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2026-04-09 10:48:51 +08:00 |
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Wei ZhaoandJee Jee Li
|
92fbec391b
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[Bug] Fix routing bias dtype for trtllm per-block fp8 moe (#38989)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-04-08 19:42:43 -07:00 |
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Dipika Sikka
|
3aecdf08b4
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[Gemma4] Support quantized MoE (#39045)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
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2026-04-08 21:57:53 -04:00 |
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Maral
|
2e9034c998
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[W8A8 Block Linear Refactor][2/N] Remove W8A8Fp8BlockLinearOp and adopt Fp8 block linear kernel selections. (#33892)
Signed-off-by: maral <maralbahari.98@gmail.com>
Signed-off-by: Maral <maralbahari.98@gmail.com>
|
2026-04-09 08:50:39 +08:00 |
|
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Benjamin Chislettandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
8332078cfd
|
[Bugfix] FlashInfer MXINT4 MoE crashes, missing do_finalize (#39315)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-04-08 20:36:33 -04:00 |
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Kai Song
|
f3c7941ec8
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[Bugfix]Fix EP precision for Qwen3.5, Qwen3-Next (#39181)
Signed-off-by: Song Kai <songkai05@baidu.com>
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2026-04-09 01:47:48 +04:00 |
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Wentao Ye
|
2018137242
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[Feature] Batch invariant nvfp4 linear support (#39322)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-04-08 16:29:13 -04:00 |
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a776a48b1c
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[MoE] Move DEEP_GEMM into experts/ subdirectory (#39005)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-04-08 19:23:08 +00:00 |
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