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af9b69f977
|
[Quantization][Deprecation] Remove Marlin 24 (#32688)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-01-28 15:54:59 +00:00 |
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Robert ShawandRobert Shaw
|
247d1a32ea
|
[Quantization][Deprecation] Remove BitBlas (#32683)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-01-28 11:06:22 +00:00 |
|
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Harry Mellor
|
2eb673a088
|
Add flake8-implicit-str-concat rules to Ruff (#33191)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-01-28 04:56:10 +00:00 |
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IriKa
|
66e601ef79
|
Support compress-tensors with nvfp4 or fp8 weights and modelopt with nvfp4 weights on Turing (#33076)
Signed-off-by: IriKa Qiu <qiujie.jq@gmail.com>
|
2026-01-27 11:04:05 -05:00 |
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Matthew Bonanni
|
a608b4c6c2
|
[5/N][Attention] Finish eliminating vllm/attention folder (#32064)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-01-27 10:02:51 -05:00 |
|
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Lifan Shen
|
da8d0c441a
|
[AMD][QWEN3-NEXT] FP8 Tunings (#32042)
Signed-off-by: Lifan Shen <lifans@meta.com>
|
2026-01-27 09:34:13 +00:00 |
|
|
|
5a93b9162b
|
[MoE Refactor] Integrate Naive Prepare Finalize into MK (#32567)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: amirkl94 <203507526+amirkl94@users.noreply.github.com>
|
2026-01-27 01:28:02 +00:00 |
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Pengchao Wang
|
8caffd92df
|
[Bugfix][MXFP4] Call trtllm_fp4_block_scale_moe with kwargs (#33104)
Signed-off-by: Pengchao Wang <wpc@fb.com>
|
2026-01-26 15:13:18 -08:00 |
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danielafrimiandroot
|
67fe677c53
|
[FIX] Always support TP > 4 for FP4 Gemm (#31099)
Signed-off-by: dafrimi <dafrimi@nvidia.com>
Co-authored-by: root <root@gpu-51.slurm-workers-slurm.slurm.svc.cluster.local>
|
2026-01-26 11:04:20 -07:00 |
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Roberto L. Castro
|
fcb9df99bd
|
[Perf][Kernel] Optimize FP4 quantization kernels (SM100F) (#32520)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
|
2026-01-24 18:45:27 -07:00 |
|
|
joninco
|
ebd0a17e0e
|
[Bugfix] Fix missing is_layer_skipped check for FusedMoE in AWQConfig (#32935)
Signed-off-by: jon <joninco@bullpoint.org>
|
2026-01-23 17:19:56 -05:00 |
|
|
Wentao Ye
|
37c9859fab
|
[Refactor] Clean up unused variables & func (#32692)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-01-23 17:04:25 -05:00 |
|
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Michael Goin
|
4561f13985
|
[Refactor] Rename gptq_marlin to marlin to match MoE (#32952)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-01-23 16:48:12 -05:00 |
|
|
Xin Yang
|
90c2007932
|
[Bugfix] Disable tma_aligned_scales in test_fusions_e2e (#32916)
Signed-off-by: Xin Yang <xyangx@amazon.com>
|
2026-01-23 14:34:30 +00:00 |
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|
Luka GovedičandMichael Goin
|
5e4e0e51f4
|
[torch.compile] Compile CustomOp.forward_native for SiluAndMul and QuantFP8 to avoid raw torch ops inside opaque custom ops (#32806)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-01-22 19:52:26 -08:00 |
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|
bnellnm
|
dc917cceb8
|
[MoE Refactor] Move select_experts from FusedMoEQuantMethod -> FusedMoE (#31996)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-01-22 18:21:35 -05:00 |
|
|
Xin Yang
|
d08b356ee0
|
[Perf] Create TMA-aligned input scale tensor for DeepGemm on Hopper (#32619)
Signed-off-by: Xin Yang <xyangx@amazon.com>
|
2026-01-22 15:47:04 -05:00 |
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|
Eldar Kurtić
|
44f08af3a7
|
Add llmcompressor fp8 kv-cache quant (per-tensor and per-attn_head) (#30141)
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
Signed-off-by: eldarkurtic <8884008+eldarkurtic@users.noreply.github.com>
|
2026-01-22 13:29:57 -07:00 |
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|
Matthew Bonanni
|
955b43a5a5
|
[Bugfix][Attention] Explicitly report support for kv_cache_dtype bfloat16 (#32795)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-01-22 19:05:18 +00:00 |
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|
elvischenv
|
808d6fd7b9
|
Bump Flashinfer to v0.6.1 (#30993)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
|
2026-01-21 08:49:50 -08:00 |
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Robert ShawandRobert Shaw
|
4e31b7f228
|
[Quantization][Deprecation] Remove RTN (#32697)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-01-21 16:34:42 +00:00 |
|
|
Robert ShawandRobert Shaw
|
85f55c943c
|
[Quantization][Deprecation] Deprecate HQQ (#32681)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-01-21 09:32:40 -05:00 |
|
|
Robert ShawandRobert Shaw
|
cea3c754c4
|
[Quantization][Deprecation] Remove DeepSpeedFp8 (#32679)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-01-21 09:32:12 -05:00 |
|
|
Robert Shaw
|
42135d6898
|
[MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414)
|
2026-01-21 08:22:33 -05:00 |
|
|
Vasiliy Kuznetsov
|
d2389c1262
|
fp8 online quant: split out Fp8OnlineLinearMethod (#32189)
|
2026-01-20 18:13:22 -05:00 |
|
|
TJian
|
9b67338b78
|
[Bugfix] Suppress log on non-ROCm platform (#32703)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
|
2026-01-20 13:38:20 -08:00 |
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|
vllmellm
|
148117ea2e
|
[Refactor] Make FP8 Linear Ops use kernel abstraction (#27814)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
|
2026-01-20 14:48:20 +08:00 |
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|
jiahancandRobert Shaw
|
7350331718
|
[BugFix] Fix TRT-LLM NVFP4 DP/EP (#32349)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-01-19 14:32:24 -05:00 |
|
|
bnellnm
|
327a02d8db
|
[MoE Refactor] Separate Router into OO Classes (#30623)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-01-18 11:40:49 -05:00 |
|
|
tjp_zjuandWentao Ye
|
2f03035a61
|
"refactor: refactor_repeated_interfaces" (#32486)
Signed-off-by: tom-zju <tanjianpingzju1990@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-01-18 22:07:01 +08:00 |
|
|
Matthew Bonanni
|
bcf2333cd6
|
[CI] Fix LM Eval Large Models (H100) (#32423)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-01-16 00:52:49 +00:00 |
|
|
Michael Goin
|
83239ff19a
|
Add thread_n=64 support to Marlin MoE (#32360)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-01-15 16:45:44 -08:00 |
|
|
|
c277fbdf31
|
[Feat] Support non-gated MoE with Marlin, NVFP4 CUTLASS, FP8, INT8, compressed-tensors (#32257)
Signed-off-by: Tomer Natan <tbarnatan@computelab-frontend-8.nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Tomer Natan <tbarnatan@computelab-frontend-8.nvidia.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Tomer Natan <tbarnatan@ipp1-1429.ipp1a1.colossus.nvidia.com>
|
2026-01-15 16:15:05 -08:00 |
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|
Aleksandr MalyshevandAleksandr Malyshev
|
8c11001ba2
|
[ROCM] DSfp4 mla projection gemms weight dynamic quantization (#32238)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
|
2026-01-15 14:13:08 -06:00 |
|
|
Lucas Wilkinsonandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
c36ba69bda
|
[BugFix] Fix assert x_s.shape[-1] == x_q.shape[-1] // group_shape[1] in Blackwell Quantized MoE Test (#32362)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
2026-01-15 10:19:12 -08:00 |
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Dipika SikkaandMichael Goin
|
361dfdc9d8
|
[Quant] Support MXFP4 W4A16 for compressed-tensors MoE models (#32285)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-01-15 07:25:55 -08:00 |
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|
brian033andTJian
|
b89275d018
|
[ROCm] Improve error handling while loading quantized model on gfx120… (#31715)
Signed-off-by: brian033 <85883730+brian033@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2026-01-15 04:16:00 -08:00 |
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|
Lucas WilkinsonandEldar Kurtić
|
2c9b4cf5bf
|
[BugFix] Fix DeepSeek-V3.1 + DeepGEMM incompatible scale shapes (#32361)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Eldar Kurtić <8884008+eldarkurtic@users.noreply.github.com>
|
2026-01-15 06:32:22 +00:00 |
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|
rasmith
|
3c2685645e
|
[CI][AMD][Quantization][BugFix] Fix fp8 max in quant_utils.py and update test_fp8_quant.::test_static_fp8_quant_group_2d to use correct fp8 dtype and adjust atol/rtol (#32201)
Signed-off-by: Randall Smith <ransmith@amd.com>
|
2026-01-15 05:04:34 +00:00 |
|
|
Michael Goin
|
6388b50058
|
[Docs] Add docs about OOT Quantization Plugins (#32035)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-01-14 15:25:45 +08:00 |
|
|
Yi Liu
|
50632adc58
|
Consolidate Intel Quantization Toolkit Integration in vLLM (#31716)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
|
2026-01-14 07:11:30 +00:00 |
|
|
Roberto L. Castro
|
8ef50d9a6b
|
[Kernel][Performance] Enable smaller Scaling Factor tiling for NVFP4 small-batch decoding (#30885)
Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
|
2026-01-13 15:22:53 -08:00 |
|
|
|
a5bbbd2f24
|
[Quantization] fix: overflow with static per-tensor scaling (#29867)
Signed-off-by: Mickael Seznec <mickael@mistral.ai>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-01-13 12:56:01 +00:00 |
|
|
Matt
|
bde57ab2ed
|
[Hardware][AMD][CI][Bugfix] Fix AMD Quantization test group (#31713)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
|
2026-01-10 23:19:46 -08:00 |
|
|
Vensen
|
6ea001cfb7
|
[Bugfix][Quantization] Ensure input contiguity in per_token_quant_int8 (#31637)
Signed-off-by: vensen <vensenmu@gmail.com>
|
2026-01-10 12:40:02 -08:00 |
|
|
Michael Goin
|
e6c6f2c79d
|
[Quant] Support MXFP4 W4A16 for compressed-tensors dense models (#31926)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
|
2026-01-10 06:44:35 -08:00 |
|
|
Lucas Wilkinson
|
0a0aa07747
|
[Quant] Make static quant support all group shapes (#30833)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
|
2026-01-09 12:49:27 -08:00 |
|
|
jiahanc
|
f9e2a75a1e
|
[fix] add cutedsl to global sf (#32001)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
|
2026-01-09 12:03:02 -08:00 |
|
|
Shanshan Shen
|
08d954f036
|
[Doc] Add developer guide for CustomOp (#30886)
Signed-off-by: shen-shanshan <467638484@qq.com>
|
2026-01-09 16:21:11 +00:00 |
|
|
Robert ShawandRobert Shaw
|
0fa8dd24d2
|
[Bugfix] Fix Typo from NVFP4 Refactor (#31977)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-01-08 16:18:50 -08:00 |
|