 TJian
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4965ec42d2
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[FEAT] [ROCm] Add AITER int8 scaled gemm kernel (#15433)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2025-03-29 03:33:56 -07:00 |
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Nicolò Lucchesi
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da461f3cbf
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[TPU][V1][Bugfix] Fix w8a8 recompiilation with GSM8K (#15714)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2025-03-28 21:13:06 -07:00 |
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Gregory ShtrasbergandLuka Govedič
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4d0ec37267
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[Quantization][FP8] Adding support for fp8 gemm layer input in fp8 (#14578)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-03-28 02:58:16 +00:00 |
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Jee Jee Li
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726efc6a32
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[Quantization][V1] BitsAndBytes support V1 (#15611)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-03-28 10:12:47 +08:00 |
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43ed4143c4
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[Quantization] Fp8 Channelwise Dynamic Per Token GroupedGEMM (#15587)
Signed-off-by: ElizaWszola <eliza@neuralmagic.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Co-authored-by: ElizaWszola <eliza@neuralmagic.com>
Co-authored-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
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2025-03-27 06:47:25 +00:00 |
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Robert Shaw
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e1e0fd7543
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[TPU] Avoid Triton Import (#15589)
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
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2025-03-27 06:43:02 +00:00 |
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ElizaWszolaandLucas Wilkinson
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9239bf718e
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[Kernel] CUTLASS grouped gemm fp8 MoE kernel (#13972)
Signed-off-by: ElizaWszola <eliza@neuralmagic.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>
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2025-03-27 00:54:44 +00:00 |
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vllmellmandtjtanaa
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5ebf66748b
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[FEAT][ROCm] Integrate Fused MoE Kernels from AITER (#14967)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2025-03-26 16:30:30 +08:00 |
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Tyler Michael Smith
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b5269db959
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Revert "Fix non-contiguous input passed to Marlin kernel (#15319)" (#15398)
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2025-03-24 20:43:51 -07:00 |
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Gregory Shtrasbergandcharlifu
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f533b5837f
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[ROCm][Kernel] MoE weights padding (#14454)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: charlifu <charlifu@amd.com>
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2025-03-24 23:45:30 +00:00 |
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Jee Jee Li
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3892e58ad7
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[Misc] Upgrade BNB version (#15183)
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2025-03-24 05:51:42 +00:00 |
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Qubitium-ModelCloud
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d20e261199
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Fix non-contiguous input passed to Marlin kernel (#15319)
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2025-03-24 03:09:44 +00:00 |
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DefTruth
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f90d34b498
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[Misc] Add tuned R1 w8a8 and MoE configs for NVIDIA L20 (#15322)
Signed-off-by: DefTruth <qiustudent_r@163.com>
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2025-03-23 01:10:10 -07:00 |
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Mickaël Seznec
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a597a57595
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[Attention] Flash Attention 3 - fp8 (#14570)
Signed-off-by: Mickael Seznec <mickael@mistral.ai>
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2025-03-20 01:14:20 -04:00 |
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Isotr0py
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179a619c21
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[Bugfix] Fix broken CPU quantization due to triton import (#15038)
Signed-off-by: Isotr0py <2037008807@qq.com>
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2025-03-18 08:57:39 -07:00 |
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ekuznetsov139
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8b793f7ec6
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MI325 configs, fused_moe_kernel bugfix (#14987)
Signed-off-by: Eugene Kuznetsov <eugene.kuznetsov@amd.com>
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2025-03-18 08:05:18 -07:00 |
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Simon Mo
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71c1e07107
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[Kernel] Add more tuned configs (#14877)
Signed-off-by: simon-mo <simon.mo@hey.com>
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2025-03-15 20:25:03 -07:00 |
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Lucas Wilkinson
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9532c49836
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[Attention] MLA get rid of materialization (#14770)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2025-03-13 23:39:02 -07:00 |
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Szymon Ożóg
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55211b01e8
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[Bugfix] Fix chunked prefill for GGUF (#14666)
Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
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2025-03-13 07:19:03 +00:00 |
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Gregory Shtrasberg
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a94a699c3f
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[ROCm][FP8] Fix for adjustments needed only for fnuz (#14689)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
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2025-03-12 20:14:04 -07:00 |
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Pavani Majety
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debd6bbf09
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[Kernel] Add ModelOpt FP4 Checkpoint Support (#12520)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
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2025-03-12 05:13:11 +00:00 |
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Szymon Ożóg
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e22ee1e7a2
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[Kernel] GGUF MoE kernel (#14613)
Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
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2025-03-12 03:33:27 +00:00 |
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Jeff Daily
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a1c8f3796c
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dynamic distpatch of fp8 kernels (#14245)
Signed-off-by: Jeff Daily <jeff.daily@amd.com>
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2025-03-11 10:54:56 -04:00 |
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Szymon Ożóg
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89cdaa83e7
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[Kernel] Add more dtype support for GGUF kernels (#14043)
Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
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2025-03-10 07:30:04 -07:00 |
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Jinzhen Lin
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d0feea31c7
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[Kernel] optimize performance of gptq marlin kernel when n is small (#14138)
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
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2025-03-07 11:53:38 -05:00 |
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Luka Govedič
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e1744502c2
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[FP8] Refactor apply_fp8_linear and apply_fp8_linear_generic into an object (#14390)
Signed-off-by: luka <luka@neuralmagic.com>
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2025-03-07 05:20:16 +00:00 |
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rainkertanddangshunya
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0df25101d6
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[Bugfix] Fix gptq_marlin for deepseek-v3 (#13750)
Signed-off-by: dangshunya <dangshunya@baichuan-inc.com>
Co-authored-by: dangshunya <dangshunya@baichuan-inc.com>
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2025-03-05 12:25:53 +08:00 |
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YajieWang
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6a92ff93e1
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[Misc][Kernel]: Add GPTQAllSpark Quantization (#12931)
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2025-02-28 22:30:59 -08:00 |
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Luka Govedič
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bd56c983d6
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[torch.compile] Fix RMSNorm + quant fusion in the non-cutlass-fp8 case, rename RedundantReshapesPass to NoopEliminationPass (#10902)
Signed-off-by: luka <luka@neuralmagic.com>
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2025-02-28 16:20:11 -07:00 |
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Jee Jee Li
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e0734387fb
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[Bugfix] Fix MoeWNA16Method activation (#14024)
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2025-02-28 15:22:42 +00:00 |
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Szymon Ożóg
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7f0be2aa24
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[Model] Deepseek GGUF support (#13167)
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2025-02-27 02:08:35 -08:00 |
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Woosuk Kwon
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b382a7f28f
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[BugFix] Make FP8 Linear compatible with torch.compile (#13918)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-02-26 13:48:55 -08:00 |
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Michael Goin
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07c4353057
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[Model] Support Grok1 (#13795)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-02-26 01:07:12 +00:00 |
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Michael Goin
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4d251ad00e
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Fix CompressedTensorsWNA16MoE with grouped scales (#13769)
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2025-02-25 00:17:14 -08:00 |
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Tyler Michael Smith
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1e15aaef56
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[Bugfix][Quantization] Fix FP8 + EP (#13784)
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
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2025-02-25 10:54:17 +08:00 |
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cjackal
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51010a1807
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[Misc] set single whitespace between log sentences (#13771)
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
|
2025-02-25 10:26:12 +08:00 |
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Jongseok Park
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781096e385
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Expert Parallelism (EP) Support for DeepSeek V2 (#12583)
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2025-02-24 07:33:20 -08:00 |
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Gregory Shtrasberg
|
c904fdddf6
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[ROCm] Apply FP8 weights padding to values not divisible by 512 bytes on ROCm (#13231)
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2025-02-22 05:54:38 -08:00 |
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288cc6c234
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[Attention] MLA with chunked prefill (#12639)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Patrick Horn <patrick.horn@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
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2025-02-21 15:30:12 -08:00 |
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Tyler Michael Smith
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b3942e157e
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[Bugfix][CI][V1] Work around V1 + CUDA Graph + torch._scaled_mm fallback issue (#13425)
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
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2025-02-18 00:32:48 +00:00 |
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Kyle Sayers
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12913d17ba
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[Quant] Add SupportsQuant to phi3 and clip (#13104)
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2025-02-15 19:28:33 -08:00 |
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rasmith
|
ed0de3e4b8
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[AMD] [Model] DeepSeek tunings (#13199)
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2025-02-15 03:58:09 -08:00 |
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Michael Goin
|
5e5c8e091e
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[Quant][Perf] Use moe_wna16 kernel by default for MoEs with many experts (#13236)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-02-14 12:53:42 -08:00 |
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Tyler Michael Smith
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c1e37bf71b
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[Kernel][Bugfix] Refactor and Fix CUTLASS 2:4 Sparse Kernels (#13198)
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2025-02-14 00:01:14 +00:00 |
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Daniel Han
|
cb944d5818
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Allow Unsloth Dynamic 4bit BnB quants to work (#12974)
|
2025-02-12 23:13:08 -08:00 |
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Michael Goin
|
09972e716c
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[Bugfix] Allow fallback to AWQ from AWQMarlin at per-layer granularity (#13119)
|
2025-02-12 09:19:53 -08:00 |
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Qubitium-ModelCloud
|
36a08630e8
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[CORE] [QUANT] Support for GPTQModel's dynamic quantization per module override/control (#7086)
|
2025-02-12 09:19:43 -08:00 |
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TJian
|
eaa92d4437
|
[ROCm] [Feature] [Doc] [Dockerfile] [BugFix] Support Per-Token-Activation Per-Channel-Weight FP8 Quantization Inferencing (#12501)
|
2025-02-07 08:13:43 -08:00 |
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Lu Fang
|
741429a4cd
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[MISC] Check space in the file names in the pre commit checks (#12804)
Signed-off-by: Lu Fang <lufang@fb.com>
|
2025-02-06 15:36:21 -08:00 |
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Dipika Sikka
|
7ca9934fe7
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[Misc] Update w2 scale loading for GPTQMarlinMoE (#12757)
|
2025-02-06 01:02:14 -08:00 |
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