3588 Commits

Author SHA1 Message Date
Kevin McKay
cf8eed7bef
[Bugfix][ROCm] Fix typo: is_linear_fp8_enaled -> is_linear_fp8_enabled (#31109)
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2025-12-21 21:14:58 -08:00
Kevin McKay
14c3e6ade3
[Misc] Fix spelling typos in model comments (#31117)
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
2025-12-21 21:14:14 -08:00
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 Lin
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
baonudesifeizhai
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 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 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
Zhonghua Deng
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 Yang
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-cerebras
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 Ye
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, Jiang
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 Lin
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 Wang
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