 afriedriandAndreas Karatzas
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2f1cba799e
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[ROCm] remove VLLM_ROCM_USE_AITER_FP4_ASM_GEMM environment variable; make w4a4 use the preshuffle triton+asm by default (#53141)
Signed-off-by: Andy Friedrich <afriedri@amd.com>
Signed-off-by: afriedri <afriedri@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-08-28 18:59:53 +00:00 |
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Misha Goin
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4ab5e5012a
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[Refactor] Simplify B12X linear kernels and warmup (#52368)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-08-17 09:45:45 -07:00 |
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Luke Alonso
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3c79b1a8bf
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[Kernel] Add B12X dense linear backends (#52016)
Signed-off-by: Luke Alonso <lalonso@gmail.com>
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2026-08-13 19:48:33 -07:00 |
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fxmarty-amd
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3518110f2f
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[Online quantization] Add online MXFP4 quantization support (#49347)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
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2026-08-07 12:39:46 -07:00 |
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Jinzhen LinandOpenAI Codex
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fcde8e1460
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[Refactor] refactor humming linear and moe backends to use explicit layer configs (#49610)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-08-07 10:03:19 -07:00 |
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fxmarty-amd
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e67a2e0a56
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[ROCm][Quark][7/N] Use MXFP4 linear kernel abstraction for emulation backend (#48949)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
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2026-07-31 10:07:15 -07:00 |
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fxmarty-amdandAndreas Karatzas
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7aea73d83d
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[ROCm][Quark][6/N] Use MXFP4 linear kernel abstraction for aiter backend (#49348)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-27 21:35:57 -05:00 |
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JooHo Lee
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ce2aecc4dc
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[Performance] Use CuTe-DSL for FlashInfer MXFP4 quantization (#48417)
Signed-off-by: BWAAEEEK <jooho414@gmail.com>
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2026-07-17 06:53:48 -07:00 |
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Jinzhen Linandmgoin
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d891b9bd51
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[Quantization] add humming moe backend to all dense/moe oracles (#41652)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-07-06 13:36:07 -07:00 |
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5ed15f42b9
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Fix the E8M0 scale computation in the MXFP4 (W4A4) MOE CUTLASS kernel (#43557)
Signed-off-by: Xin He <xin3.he@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-06-15 06:04:54 -07:00 |
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zofiaandKunshang Ji
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0ddaf6dffa
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[XPU] [CT] Enable CT W4A4MxFp4 path and add xpu kernel (#38896)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Signed-off-by: zofia <110436990+zufangzhu@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-05-13 06:43:00 -07:00 |
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Dipika Sikka
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a7b801e26d
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[MXFP4] Support for linear layers + compressed-tensors integration (#41664)
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2026-05-12 07:49:33 -04:00 |
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