Commit Graph
4236 Commits
Author SHA1 Message Date
CedricHuang 19cc9468fd [Feature]: Support NVIDIA ModelOpt HF FP8 variants FP8_PER_CHANNEL_PER_TOKEN and FP8_PB_WO in vLLM (#30957) 2025-12-21 22:34:49 -05:00
Robert Shaw b471092d3a [MoE Refactor][4/N] Marlin Fp8 Mk (#31036) 2025-12-21 12:37:42 -05:00
Jinzhen Lin 7c73ceb581 [Quantization] add marlin w4a8/w8a8 check (#31061)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
2025-12-20 21:58:11 +00:00
Jinzhen Linandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> ee52d9901d [Quantization] support logical_widths for fp8 marlin (#30962)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-12-20 12:02:57 -08:00
54c8924384 [MoE Refactor][5/N] Isolate zero expert to LongCatFlash (#28891)
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: Dongjie Zou <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
2025-12-20 18:22:04 +00:00
Yan Ma 560ae9638c [XPU] enable fp8 online streaming quantization (#30944)
Signed-off-by: Yan Ma <yan.ma@intel.com>
2025-12-20 13:45:27 +00:00
Yuxuan Zhang 8a7a414374 GLM-4.7 Tool Parser and Doc Update (#30876)
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
2025-12-20 00:09:58 +00:00
Robert ShawandRobert Shaw 95befecc18 [MoE Refactor][2/N] Use Modular Kernels for Fp8 (#30825)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
2025-12-19 23:36:38 +00:00
Wentao Ye 4cf9429897 [Bug] Fix error 'Dynamo failed to run FX node with fake tensors for Deepseek V3.2 (#31046)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-12-19 23:31:31 +00:00
Robert ShawandRobert Shaw 83a317f650 [MoE Refactor][3/N] Deprecate cutlass block quant fp8 (b200) (#30990)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
2025-12-19 13:09:54 -08:00
Wentao Ye 3bd8335bd0 [Refactor] Refactor for DeepGemmQuantScaleFMT using cache (#30898)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-12-19 13:50:39 -07:00
969bbc7c61 [Model] Add MiMo-V2-Flash support (#30836)
Signed-off-by: Abatom <abzhonghua@gmail.com>
Signed-off-by: Jumiar <liuanqim10@126.com>
Signed-off-by: Zyann7 <zyann7@outlook.com>
Co-authored-by: Jumiar <liuanqim10@126.com>
Co-authored-by: Zyann7 <zyann7@outlook.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2025-12-19 17:17:03 +00:00
Jinzhen Lin 5fbfa8d9ef [Quantization] fix marlin w8a8 check (#30961)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
2025-12-19 07:33:22 -08:00
Shanshan Shen 23a1946e3b [CustomOp][Refactor] Extract common methods for ApplyRotaryEmb CustomOp (#31021)
Signed-off-by: shen-shanshan <467638484@qq.com>
2025-12-19 22:16:09 +08:00
Jinzhen Lin 9187de9fac [Quantization] enable compressed-tensors marlin support for turing (2) (#31008)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
2025-12-19 08:56:35 +00:00
Jinzhen Lin de08b8f61b [Quantization] enable compressed-tensors marlin support for turing (#31000)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
2025-12-18 20:29:48 -08:00
Andreas Karatzas 7b43db210c [ROCm][CI][Bugfix] Multi-Modal Model Support Fixes and Attention Backend Improvements (#30270)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2025-12-19 02:17:27 +00:00
Wentao Ye 97000a2be7 [Bug] Fix compressed tensor not using deepgemm (#30820)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-12-18 14:45:55 -05:00
navmarri14 b8c477c115 tuned fused configs for B300 (#30629) 2025-12-18 11:41:59 -08:00
jiahanc 53ad423f26 [Perf] enable flashinfer rotary_embedding custom ops in DeepSeek rotary (#30729)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
2025-12-18 14:31:18 -05:00
Isotr0py 700a5ad6c6 [MM Encoder]: Migrate legacy ViT MultiHeadAttention to new MMEncoderAttention interface (#30684)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-12-19 02:04:19 +08:00
Vasiliy Kuznetsov f4ee2c3d90 fix fp8 online quantization streaming with tp > 1 (#30900)
Signed-off-by: vasiliy <vasiliy@fb.com>
2025-12-18 11:45:15 -05:00
Xin YangandCyrus Leung 9a5e96523b [LoRA] Set default MXFP4 LoRA backend to Marlin (#30598)
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-12-18 08:42:22 -08:00
sarathc-cerebrasandCyrus Leung 28d15ab56b adds jais 2 support (#30188)
Signed-off-by: sarathc-cerebras <sarath.chandran@cerebras.net>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-12-18 15:46:58 +00:00
Wentao YeandCyrus Leung 6628758233 [Bug] Fix batch invariant in torch 2.10 (#30907)
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>
2025-12-18 07:27:51 -08:00
Michael Goin 100f93d2be Filter safetensors files to download if .safetensors.index.json exists (#30537)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-12-18 14:51:17 +00:00
Ming Yang 8372be2828 [moe] Use enable_chunking func (to support disabling chunking) (#29935)
Signed-off-by: Ming Yang <minos.future@gmail.com>
2025-12-18 09:02:38 +00:00
Li, Jiang e3ab93c896 [CPU] Refactor CPU fused MOE (#30531)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-12-18 14:36:49 +08:00
Vadim Gimpelson 717ac33d9c [PERF] Qwen3-next. Add fp8 cutlass MoE tuned configs. chmod -x *MI308X.json (#29553)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
2025-12-18 13:16:04 +08:00
zzhxxx b166ef20e1 [refactor] Add prefix support to embed_tokens in DeepSeek MTP (#30788)
Signed-off-by: zzhx1 <zzh_201018@outlook.com>
2025-12-18 04:45:56 +00:00
Matthew Bonanni 4a8412f773 [UX] Reduce DeepGEMM warmup log output to single progress bar (#30903)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-12-17 20:21:51 -08:00
Bowen Bao 0c738b58bc [Quantization] Support Quark int4-fp8 w4a8 for MoE (#30071)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
2025-12-18 04:20:42 +00:00
Isotr0py 6fe5887652 [Chore] Remove v0 dead code for Qwen2.5-omni (#30883)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-12-17 19:54:39 -08:00
Isotr0py 74a1ac38b0 [v1] Add PrefixLM support to TritonAttention backend (#30386) 2025-12-17 16:05:24 -08:00
Varun Sundar Rabindranath e3fc374a9a [BugFix] Workspace allocation during profile run : DeepEPHighThroughput + DeepGEMM (#30899) 2025-12-17 15:00:59 -08:00
Andrey Talman e06d0bf0aa 2.9.1 PyTorch release update (#28495) 2025-12-17 12:20:22 -08:00
KimHyemin 196cdc3224 [Model] Gemma3: Support untied word embeddings (#30827)
Signed-off-by: www-spam <panmahm@naver.com>
2025-12-17 07:11:18 -08:00
baoqian426 84896fda22 [Bugfix] deepseek-V3.2 self.weights_proj has no bias (#30841)
Signed-off-by: baoqian <1354987947@qq.com>
Signed-off-by: baoqian426 <1354987947@qq.com>
2025-12-17 03:32:34 -08:00
Wentao Ye f284d7bd0c [Bug] Fix AttributeError: 'ColumnParallelLinear' object has no attribute weight_scale_inv (#30823)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-12-17 02:00:35 -08:00
Xinyu Chen 3b1d440ede CustomOp: grouped topk (#29575)
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
2025-12-17 17:43:00 +08:00
Asaf Joseph Gardin a9e15c21ef [Mamba] Removed disable cascade attn in MambaModelConfig (#30712)
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
2025-12-17 08:48:53 +00:00
Yan Ma 4f735babb7 [XPU] fix broken fp8 online quantization for XPU platform (#30831)
Signed-off-by: Yan Ma <yan.ma@intel.com>
2025-12-17 00:28:13 -08:00
Li, Jiangandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 0cd5353644 [Bugfix][CPU] Fix CPU backend ROPE dispatch for VL models (#30829)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Li, Jiang <bigpyj64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-12-16 23:25:12 -08:00
Michael Goin d4d2751732 Update note comment for flashinfer attention warmup (#30711)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-12-16 21:29:03 -08:00
Grzegorz K. Karch f5db6385a1 Fix nemotron_nas intermediate_size computation (#30795)
Signed-off-by: Grzegorz Karch <gkarch@nvidia.com>
2025-12-17 01:06:28 +00:00
Jinzhen LinandMichael Goin ce96857fdd [Kernel][Quantization][MoE] add marlin kernel support for turing (sm75) (#29901)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-12-16 14:35:28 -08:00
Roger WangandSun Kim f5f51e5931 [Core][MM] Optimize encoder cache manager by operating with embeddings only (#30475)
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Sun Kim <sunytokki@gmail.com>
2025-12-16 14:18:17 -08:00
jiahanc 254a7f8fd6 [Perf] Do FP4 quant before All gather on flashinfer trtllmgen MOE (#30014)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
2025-12-16 13:01:48 -08:00
Michael Goin 10ee1c64cf [CI] Generalize gsm8k test args and add Qwen3-Next MTP B200 test (#30723)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-12-16 14:28:34 -05:00
Harry Mellor 0b0acc758e Remove head_mask from Ultravox and Swin (#30764)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-12-16 08:02:41 -08:00