 Kevin McKayandClaude Sonnet 4.5
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cf8eed7bef
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[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>
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2025-12-21 21:14:58 -08:00 |
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CedricHuang
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19cc9468fd
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[Feature]: Support NVIDIA ModelOpt HF FP8 variants FP8_PER_CHANNEL_PER_TOKEN and FP8_PB_WO in vLLM (#30957)
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2025-12-21 22:34:49 -05:00 |
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Robert Shaw
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b471092d3a
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[MoE Refactor][4/N] Marlin Fp8 Mk (#31036)
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2025-12-21 12:37:42 -05:00 |
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Jinzhen Lin
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7c73ceb581
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[Quantization] add marlin w4a8/w8a8 check (#31061)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
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2025-12-20 21:58:11 +00:00 |
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Jinzhen Linandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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ee52d9901d
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[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 |
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54c8924384
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[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 |
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Yan Ma
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560ae9638c
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[XPU] enable fp8 online streaming quantization (#30944)
Signed-off-by: Yan Ma <yan.ma@intel.com>
|
2025-12-20 13:45:27 +00:00 |
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Robert ShawandRobert Shaw
|
95befecc18
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[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 |
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Robert ShawandRobert Shaw
|
83a317f650
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[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 |
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Wentao Ye
|
3bd8335bd0
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[Refactor] Refactor for DeepGemmQuantScaleFMT using cache (#30898)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-12-19 13:50:39 -07:00 |
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969bbc7c61
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[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 |
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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 |
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Jinzhen Lin
|
9187de9fac
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[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 |
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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 |
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Wentao Ye
|
97000a2be7
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[Bug] Fix compressed tensor not using deepgemm (#30820)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-12-18 14:45:55 -05:00 |
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Vasiliy Kuznetsov
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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 |
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Xin YangandCyrus Leung
|
9a5e96523b
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[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 |
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Bowen Bao
|
0c738b58bc
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[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 |
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Wentao Ye
|
f284d7bd0c
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[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 |
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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 |
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Jinzhen LinandMichael Goin
|
ce96857fdd
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[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 |
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jiahanc
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254a7f8fd6
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[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 |
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Michael Goin
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10ee1c64cf
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[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 |
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Ming Yang
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ce12b407f2
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[TRTLLM] Remove the MoE GEMM weight name change (#30713)
Signed-off-by: Ming Yang <minos.future@gmail.com>
|
2025-12-16 11:01:38 -05:00 |
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Robert ShawandRobert Shaw
|
d0502b4928
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[MoE][Refactor 1/N] Separate Online Quantization (#30627)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2025-12-15 06:54:53 -08:00 |
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3778673ea8
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[Feat] Refactor for parallel_config in FusedMoEModularKernel (#30282)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2025-12-15 04:21:36 +00:00 |
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tjp_zju
|
6ecc1e411b
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[Bugfix] fix _get_quant_method of FusedMoE for deepseekV3.2 on non-NV… (#30057)
Signed-off-by: tjp_zju <tanjianpingzju1990@gmail.com>
|
2025-12-14 02:20:51 -08:00 |
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Shengliang XuandPavani Majety
|
0bb0bae436
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Nvidia ModelOpt workaround for issue 28072 (#30164)
Signed-off-by: Shengliang Xu <shengliangx@nvidia.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
|
2025-12-14 18:18:31 +08:00 |
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Didier DurandandWentao Ye
|
1a55cfafcb
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[Doc]: fixing typos in various files (#30540)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Signed-off-by: Didier Durand <2927957+didier-durand@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2025-12-14 02:14:37 -08:00 |
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Roberto L. Castroandyoukaichao
|
4fa7ce46f3
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[Feature] Add SM103 (Blackwell Ultra) Support to vLLM (#30484)
Signed-off-by: LopezCastroRoberto <robertol.c510@gmail.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
|
2025-12-12 19:34:23 -08:00 |
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rasmithandRandall Smith
|
08f8a5627e
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[CI/Build][Kernel][BugFix][AMD] Fix per_token_group_quant_fp8 to use correct fp8 min/max values and update atol/rtol in test_quantfp8_group_functionality (#30292)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
|
2025-12-12 18:41:56 -05:00 |
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13618626df
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[MoE-FP8-modelopt] Add FlashInfer alignment padding for intermediate dimensions (#29748)
Signed-off-by: Daniel Afrimi <dafrimi@pool0-00589.cm.cluster>
Signed-off-by: dafrimi <dafrimi@nvidia.com>
Co-authored-by: Daniel Afrimi <dafrimi@pool0-00589.cm.cluster>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2025-12-12 20:42:32 +00:00 |
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Xin Yang
|
1f19d8f899
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[Perf] Set split_k to 1 for triton_kernels (#30528)
Signed-off-by: Xin Yang <xyangx@amazon.com>
|
2025-12-12 14:07:57 -05:00 |
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shivampr
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cd7740ac5c
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[ROCm] Enable Triton ScaledMM fallback + kernel selection fix (#26668)
Signed-off-by: Shivam <shivampr.dev@gmail.com>
Signed-off-by: Shivam <shivamprasad91@gmail.com>
|
2025-12-12 13:28:20 -05:00 |
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dc13c99eed
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fix(gguf): Disable bfloat16 for GGUF on blackwell device (#30408)
Signed-off-by: Christina <truffle@gmail.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Christina Norman <christina@example.com>
Co-authored-by: Isotr0py <isotr0py@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
2025-12-12 23:10:12 +08:00 |
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Bhanu Prakash Voutharoja
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6a6fc41c79
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gptq marlin quantization support for fused moe with lora (#30254)
Signed-off-by: Bhanu068 <voutharoja.bhanu06@gmail.com>
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2025-12-12 02:27:22 +00:00 |
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jiahanc
|
0ab23c2b2b
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[fix] fix SM check for Flashinfer TRTLLM MOE (#30314)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
|
2025-12-12 01:00:58 +00:00 |
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Andrew BriandandAndrew Briand
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a00d88973d
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[EPLB] Support EPLB w/ NVFP4 (#29804)
Signed-off-by: Andrew Briand <abriand@nvidia.com>
Co-authored-by: Andrew Briand <abriand@nvidia.com>
|
2025-12-11 22:59:40 +00:00 |
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汪志鹏
|
0e71eaa644
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[Feature] AWQ marlin quantization support for fused moe with lora (#30442)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
|
2025-12-11 18:03:32 +00:00 |
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Wilson WuandWentao Ye
|
3bdd426636
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Fix typos in comments across multiple files (#30345)
Signed-off-by: Wilson Wu <iwilsonwu@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2025-12-09 20:05:28 -08:00 |
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ElizaWszola
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2e7035dd8c
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[Bugfix] Fix fp8 DeepGemm compilation issues (#30336)
|
2025-12-09 20:17:25 -05:00 |
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|
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3c680f4a17
|
[Rocm][torch.compile] Adding layernorm + fp8 block quant and silu + fp8 block quant for Aiter (#25693)
Signed-off-by: charlifu <charlifu@amd.com>
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Signed-off-by: Charlie Fu <Charlie.Fu@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: wuhuikx <hattie.wu@amd.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
|
2025-12-09 22:39:26 +00:00 |
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Kyle Sayers
|
fccd532587
|
[Quantization] FP8 Weight Reloading for Quantized RL Rollout (#28480)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2025-12-09 13:54:32 -08:00 |
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|
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00e5cbb967
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[MoE][Refactor] Remove most arguments to FusedMoEMethodBase.apply (#29066)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
|
2025-12-09 13:48:25 -08:00 |
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vllmellm
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ee14644ba9
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[ROCm] Aiter Quant Kernels (#25552)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
|
2025-12-09 14:27:37 +00:00 |
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Dongjie Zou
|
1166c31cc7
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[Bugfix]: Fix glm46 awq marlin moe wna16 compatibility (#30210)
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
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2025-12-09 12:20:21 +00:00 |
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Tsukasa OIandIsotr0py
|
58d5b3f514
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[Model][Quantization] Restore MoE + GGUF models support (incl. Qwen3 MoE) by allowing Sideload Parameters (#30116)
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-12-09 05:30:05 +00:00 |
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Michael Goinandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
03b91f7262
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[Bugfix] Fix compressed-tensors models failing to load with transformers backend (#30287)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-12-08 20:44:28 -08:00 |
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czhu-cohere
|
f6227c22ab
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[Kernel]Support W4A8 Grouped GEMM on Hopper (#29691)
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
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2025-12-08 19:29:06 -08:00 |
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Zhewen Li
|
ae339b1a67
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[Bugfix] Fix DeepGEMM after #29546 (#30267)
Signed-off-by: zhewenli <zhewenli@meta.com>
Signed-off-by: Zhewen Li <zhewenli@meta.com>
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2025-12-09 01:05:27 +00:00 |
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