Commit Graph
243 Commits
Author SHA1 Message Date
Mohammad Miadh AngkadandMohammad Angkad 4c81cd1b09 [KDA] Fix missing beta sigmoid in PTX prefill (#40685)
Co-authored-by: Mohammad Angkad <mohammad.angkad@radixark.ai>
2026-09-21 23:24:38 -07:00
YAMY 9b59fc5db5 [ModelOpt][PP] Keep BF16 shared experts out of the NVFP4 fusion so TP1 pipeline stages can load (#40628) 2026-09-21 21:45:58 -07:00
e1daf68304 [AMD] [GLM-5.3-Flash Day 0] Honor fused and per-expert names in quark exclude (#39317)
Co-authored-by: Yikai Zhang <ykzhang12@gmail.com>
Co-authored-by: Thomas Wang <thomawan@amd.com>
Co-authored-by: Kevin Mi <45493463+kevin-mii@users.noreply.github.com>
Co-authored-by: Kevin Mi <mikevin920@yahoo.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-21 21:26:42 -07:00
b44e248682 [AMD] [GLM-5.3-Flash Day 0] Enable FP8 and Quark MXFP4 MoE on gfx950 (#38546)
Co-authored-by: Raiden-Makoto <Raiden-Makoto@users.noreply.github.com>
Co-authored-by: Thomas Wang <thomawan@amd.com>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: Kevin Mi <mikevin920@yahoo.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-21 21:07:37 -07:00
Vedant V JhaveriandCopilot 9fdb71732a Avoid materializing GDN QKV tensors during target verification (#33778)
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-09-21 17:04:18 -07:00
Cheng Wan acac4dd9d9 [Refactor] Clean up parallel runtime comments (#40632) 2026-09-21 14:32:22 -07:00
Cheng Wan 970e946e4f Retire the per-runner parallel record (#40343) 2026-09-21 12:26:40 -07:00
Cheng Wan 73f071db52 Deprecate the parallel getters the context answers, and ratchet them shut (#40342) 2026-09-21 12:25:32 -07:00
Cheng Wan 65be3fa71a A runner and the objects it builds freeze the placement they describe (#40341) 2026-09-21 12:24:17 -07:00
Cheng Wan 2d0e94e3a3 Check the topology identities where the layout is written, and build at the published widths (#40340) 2026-09-21 12:22:59 -07:00
skyler-apdx f5f3c38aad [Fix] Preserve YaRN scaling when extending rotary caches (#38786) 2026-09-21 14:14:05 +08:00
Liangsheng Yin 76a9065bef [Fix] Raise on undelivered embeddings in send_with_url, fix broken tests (#40502) 2026-09-20 17:35:27 -07:00
42875bcd2a fix(modelopt): dispatch NVFP4 MoE on the cached backend, not the live global (#38932)
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Po-Han Huang (NVIDIA) <53919306+nvpohanh@users.noreply.github.com>
2026-09-20 19:28:54 -04:00
Harmya Bhatt 95521da18d [DeepSeek-V4.1] Bound dense prefill indexer memory (#40217) 2026-09-20 14:43:19 -07:00
Yuxuan ZhangandXinyuan Tong 9f21fbc34b [GLM-5.3-Flash] Reduce KPool planning synchronization and overlap indexer preparation (#39695)
Co-authored-by: Xinyuan Tong <xinyuantong.cs@gmail.com>
2026-09-19 23:51:17 -07:00
Yuxuan ZhangandXinyuan Tong c8eb54c41d Fuse GLM-5.3-Flash KDA projections and prefill metadata (#39688)
Co-authored-by: Xinyuan Tong <xinyuantong.cs@gmail.com>
2026-09-19 23:46:33 -07:00
YAMY 9cc7da2ab0 [MegaMoE] Wire Qwen MoE blocks to DeepGEMM MegaMoE (MXFP4 and NVFP4 experts) (#38080) 2026-09-19 16:00:38 -07:00
metamergebotandcctry 9e5a62a767 [Logprob] Serve input-logprob temporaries from CUDA-graph-pool dead space (#40038)
Co-authored-by: cctry <csycfl@gmail.com>
2026-09-19 12:03:52 -07:00
7b67a96640 [DSV4] Chunk the indexer MQA logits by query rows under a free-memory budget (#39095)
Signed-off-by: Shiki Wu <shikiw@nvidia.com>
Co-authored-by: Baizhou Zhang <sobereddiezhang@gmail.com>
Co-authored-by: Yuwei An <ayw.sirius19@gmail.com>
2026-09-19 11:53:20 -07:00
DarkSharpnessandBBuf d1acbe0746 [DSV4.1] Big fused wo_a quant (#39957)
Co-authored-by: BBuf <1182563586@qq.com>
2026-09-19 19:46:53 +08:00
Cheng Wan 567d5925fe Fix mxfp4 padding test stubbing an accessor the module no longer imports (#40308) 2026-09-19 00:43:56 -07:00
Xiaoyu Zhang 36aa8479ef [Test] Fix fusion-group mocks after runtime context migration (#40290) 2026-09-19 14:45:16 +08:00
Liangsheng Yin d507accadc [Test] Drop dead and strictly-subsumed CI test registrations (#40264) 2026-09-18 17:49:13 -07:00
Cheng Wan afe71f4b9e Read process groups through the runtime context (#40068) 2026-09-18 17:40:32 -07:00
0e5347db82 Support MXFP8 and deferred route weighting in DeepEP v2 (#40030)
Co-authored-by: metamergebot <324680979+metamergebot@users.noreply.github.com>
Co-authored-by: Xingyu Liu <38244988+charlotte12l@users.noreply.github.com>
Co-authored-by: pranjalssh <14260275+pranjalssh@users.noreply.github.com>
2026-09-18 15:40:38 -07:00
Sam (Kesen Li) d346b214fb feat(kv-cache): support SM100 NVFP4 GenMHA and speculative decoding (#36340) 2026-09-18 14:50:46 -07:00
metamergebotandcctry 6a9c7001d3 [Logprob] Borrow graph-pool memory for input logprob logits construction (#40007)
Co-authored-by: cctry <csycfl@gmail.com>
2026-09-18 13:18:01 -07:00
Lianmin Zhengandraghotham 248c202b46 Use runtime token widths for Triton speculative verification (#39859)
Co-authored-by: raghotham <853234+raghotham@users.noreply.github.com>
2026-09-18 11:07:55 -07:00
a6cf05817f dsv4.1: remaining model and runtime integration (#38798)
Co-authored-by: BBuf <1182563586@qq.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Xiaoyu Zhang <xiaoyu.zhang@radixark.ai>
Co-authored-by: Yuwei An <ayw.sirius19@gmail.com>
Co-authored-by: Khoa Pham <khoa.pham@radixark.ai>
Co-authored-by: Yuhao Yang <47235274+yhyang201@users.noreply.github.com>
Co-authored-by: Zhichen Zeng <zczeng@uw.edu>
Co-authored-by: Ke Bao <ispobaoke@gmail.com>
2026-09-18 02:55:30 -07:00
Liangsheng Yin 1b200ffaaa [Quant] Serve 32-wide-K ue8m0 block-FP8 linears through the FlashInfer MXFP8 GEMMs (#40039) 2026-09-18 02:51:12 -07:00
Shu Wang 1e8699fda3 [NVIDIA][comm] Merge EP+MoE-TP post-experts all-reduces into one _TP reduction (#32963) 2026-09-18 01:35:10 -07:00
maithilijoshi20 0dad91d50f Fix int4 MoE tuner config filename (#35260)
Signed-off-by: maithilijoshi20 <maithilij2003@gmail.com>
2026-09-18 13:56:38 +08:00
acfde25d34 Carry deferred attention operands and reuse multimodal shared memory (#39870)
Co-authored-by: fei-xx <135589532+fei-xx@users.noreply.github.com>
Co-authored-by: jmswen <jmswen@gmail.com>
2026-09-17 01:17:15 -07:00
Xinyuan Tong f0bf652534 Add Ling-3.0-flash-VL model support (#38526) 2026-09-17 00:19:26 +08:00
ShunkangzandZhangheng e7f7447333 [kv-shard 2/4] Sharded pools (#37615)
Co-authored-by: Zhangheng <hzh0425@apache.org>
2026-09-16 19:22:23 +08:00
Rahul Vijayaraghavan d4ad368ed9 [Intel XPU] Enable fused_moe_triton tuning on XPU and add tuned DeepSeek-OCR-2 configs (#28723) 2026-09-16 10:20:22 +08:00
Cheng Wan 406c9c71d8 [Feature] Support BF16 and batch-invariant inference with DeepEP v2 (#38160) 2026-09-15 14:30:50 -07:00
Aurick QiaoandAurick Qiao 5dde6e8f02 Fix MegaMoE buffer allocation and caching for effective SM budgets (#39223)
Co-authored-by: Aurick Qiao <6137920+aurickq@users.noreply.github.com>
2026-09-15 10:24:02 +08:00
Cheng Wan 6410800af9 [unified-memory] Enable prefill cuda-graph capture (#37418) 2026-09-13 19:17:19 -07:00
cebca698e2 [Qwen3.8] Enable NVIDIA NVFP4 on DGX Spark with file-backed PLE and PDL router fix (#39126)
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: rdxa <rdxa@rdxa-int-spark-01.yvb.moe>
Co-authored-by: Yangmin Li <yangminl@nvidia.com>
Co-authored-by: Manrique <nanomlm@gmail.com>
Co-authored-by: yhyang201 <yhyang201@gmail.com>
2026-09-13 16:23:41 +08:00
Tuan Nguyen Gia 7c195b9151 [AMD] Fix Quark load of MiniMax-M3 MXFP4 index_qkv_proj (#37254) 2026-09-12 00:50:41 -07:00
Mohammad Miadh AngkadandMohammad Angkad 4309c7ce19 Fix stale DSV4 indexer metadata names in the TopK v2 dispatch test (#39101)
Co-authored-by: Mohammad Angkad <mohammad.angkad@radixark.ai>
2026-09-11 08:31:42 -07:00
335f6aab27 [DSV4] Support raw-index output in TopK v2 (#33672)
Co-authored-by: weireweire <20922698+weireweire@users.noreply.github.com>
Co-authored-by: Brayden Zhong <b8zhong@uwaterloo.ca>
Co-authored-by: Po-Han Huang (NVIDIA) <53919306+nvpohanh@users.noreply.github.com>
2026-09-11 07:17:36 -07:00
ANSHUMAN TRIPATHY 3716e496ea Speculative Decoding support for intel_xpu attention backend on XPU target (#30548) 2026-09-11 10:25:25 +08:00
Liangsheng Yin 41da06adca [Refactor] Generalize DeepSeek V4 compressed pool management (#38954) 2026-09-10 17:29:03 -07:00
Liangsheng Yin dc5f59c3a2 [Refactor] Clarify DeepSeek V4 metadata names for V4.1 (#38947) 2026-09-10 15:42:52 -07:00
1b77f498a0 [NVIDIA] Support flashinfer Mega Moe (#31470)
Co-authored-by: djns99 <40156487+djns99@users.noreply.github.com>
Co-authored-by: 云挚 <ningyunxiao.nyx@antgroup.com>
Co-authored-by: Yangmin Li <yangminl@nvidia.com>
Co-authored-by: Po-Han Huang (NVIDIA) <53919306+nvpohanh@users.noreply.github.com>
2026-09-10 00:22:47 -07:00
Brayden ZhongandBrayden Zhong c0b790cf7f Delete cutlass_mla, non-Marlin GPTQ, AWQ AOT kernel, and Dual Chunk Flash Attention (#32114)
Co-authored-by: Brayden Zhong <brayden@radixark.ai>
2026-09-10 15:12:01 +08:00
DAI0818andPo-Han Huang 03e4c06589 Fix Qwen3.5 GDN multi-item scoring (#33922)
Co-authored-by: Po-Han Huang (NVIDIA) <53919306+nvpohanh@users.noreply.github.com>
2026-09-09 22:30:39 -07:00
fd596a474c [XPU][Fix] Pack device-pointer tables as uint64 to avoid 64-bit address overflow (#35051)
Co-authored-by: roopaksrivastav <roopak.srivastava@intel.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-09-10 10:12:18 +08:00