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30c2718eaa
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[CompressedTensors] FP4 Qutlass Integration (#43229)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Signed-off-by: Brian Dellabetta <bdellabe@redhat.com>
Signed-off-by: Brian Dellabetta <brian-dellabetta@users.noreply.github.com>
Co-authored-by: Brian Dellabetta <bdellabe@redhat.com>
Co-authored-by: Brian Dellabetta <brian-dellabetta@users.noreply.github.com>
Co-authored-by: Dipika Sikka <dipikasikka1@gmail.com>
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2026-07-28 20:34:20 -06:00 |
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948107acf7
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[Bugfix] Enhance extra_config handling for layer name suffix matching (#48589)
Signed-off-by: Xin He <xin3.he@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-07-28 20:37:55 +08:00 |
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33fe71a4d3
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[AMD] Revert Mxfp4MoeBackend.TRITON_UNFUSED fallback (#46491)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-27 22:31:23 -05:00 |
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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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Yan MaandGitHub
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73af7a362a
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[XPU] Add online fp8 quantization test (#44513)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2026-07-28 10:34:33 +08:00 |
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fxmarty-amdandGitHub
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53f6dd5c6f
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[CI][ROCm] Fix test_ocp_mx_wikitext_correctness reference value (#49690)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
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2026-07-27 21:47:07 +00:00 |
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1053e248f0
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[ROCm][Quantization][5/N] Refactor quark_moe w8a8-int8 w/ oracle (#46765)
Signed-off-by: amd-sourjya <amd-sourjya@users.noreply.github.com>
Co-authored-by: amd-sourjya <amd-sourjya@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-27 16:01:34 -05:00 |
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bc3629b1c4
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[ROCm][CI] Skip three torchao tests of gfx950 until torchao==0.18 is released (#49732)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-07-27 09:36:38 +00:00 |
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5d07e268b1
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[Quantization][INC]Add MXFP8 Linear Support (#47514)
Signed-off-by: Zhenzhong1 <zhenzhong.xu@intel.com>
Signed-off-by: Zhenzhong Xu <zhenzhong.xu@intel.com>
Co-authored-by: Yi Liu <yi4.liu@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-27 14:26:31 +08:00 |
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ca0defa343
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Make bare hugging_face imports forbidden (#49726)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-25 04:18:39 -07:00 |
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Harry MellorandGitHub
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84d26b9ee3
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[Model] Remove Plamo2 (#49729)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-24 13:54:24 -07:00 |
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80c9d5d5e0
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[ROCm][Quantization] Add Quark W4A8 (INT4-FP8) MoE CI coverage (#48050)
Signed-off-by: amd-sourjya <amd-sourjya@users.noreply.github.com>
Co-authored-by: amd-sourjya <amd-sourjya@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-23 21:56:40 -05:00 |
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Matej SirovatkaandGitHub
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b07ec92faa
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[Bugfix] Make shared NVFP4 MoE scales writable (#49489)
Signed-off-by: S1ro1 <matej.sirovatka@gmail.com>
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2026-07-22 19:17:53 -07:00 |
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ec59c1579f
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[MoE Refactor] Migrate MoeWNA16Method quantization method over to using the new MK oracle scheme. (#44120)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-07-21 19:20:30 -07:00 |
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Simon MoandGitHub
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72d16aee15
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[CI] Exercise FA3 FP8 attention on SM90 (#49231)
Signed-off-by: Simon Mo <simon@inferact.ai>
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2026-07-21 10:26:55 +08:00 |
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0a5069e4e3
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[Bugfix][Gemma4] Fix ModelOpt mixed-precision MoE config mapping (#48563)
Signed-off-by: wangqian <601731555@qq.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-07-20 06:39:28 -07:00 |
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1dcbbd9cac
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[CI] Move compatible 1xL4 jobs to H200 35GB MIG (#43024)
Signed-off-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-07-19 19:21:25 -07:00 |
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2cab53ddee
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[Model][Hardware][AMD]: Part 1/2 -> Enable e2e QK Norm + RoPE + KV Cache runtime fusion for Qwen3-30B-A3B on ROCM_AITER_FA, and ROCM_AITER_UNIFIED_ATTN (#42749)
Signed-off-by: Jack Hu <Jack.Hu@amd.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
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2026-07-16 17:39:04 -05:00 |
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Michael GoinandGitHub
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c95c663049
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[Quant] Add nvfp4_per_token online MoE quantization (#48538)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-07-16 14:25:27 -07:00 |
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Zhongdongming DaiandGitHub
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75bdad40b5
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[Bug][Quantization] Fix humming is_layer_skipped for compressed-tensors "re:" ignore entries (#48507)
Signed-off-by: Zhongdongming Dai <zhongdongmin@nvidia.com>
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2026-07-16 07:47:42 -07:00 |
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6e073440b1
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[ROCm][CI] Remove mxfp4 test skips after amd-quark 0.12 release (#47330)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-15 01:25:05 +00:00 |
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0b0ef8d7eb
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[Quantization][INC][ARK] Support INT2 XPU WOQ Linear (#47521)
Signed-off-by: Zhenzhong1 <zhenzhong.xu@intel.com>
Signed-off-by: Zhenzhong Xu <zhenzhong.xu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-07-14 08:29:45 +08:00 |
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Jason LiandGitHub
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d99adcebdc
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[BugFix] Fix ModelOpt quantization inference for fused siblings (#47445)
Signed-off-by: jasonlizhengjian <jasonlizhengjian@gmail.com>
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2026-07-08 03:19:42 +05:00 |
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danielafrimiandGitHub
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0a2965b1b3
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[BugFix] Fix ModelOpt mixed-precision quantization for sparse quantized_layers configs. (#47318)
Signed-off-by: Daniel Afrimi <dafrimi@nvidia.com>
Signed-off-by: <dafrimi@nvidia.com>
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2026-07-07 11:45:13 +00:00 |
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dd5c299fbe
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[ROCm][Bugfix] Convert ModelOpt FP8 per-channel weights to e4m3fnuz on MI300/MI325 (#47201)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-06 23:24:58 -07:00 |
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d9c1767cd4
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[INC][ARK] Direct Register Custom Op for ARK (#46361)
Signed-off-by: Zhenzhong1 <zhenzhong.xu@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-06 13:45:50 +08:00 |
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debec6440b
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Add MiniMax-M3 modelopt nvfp4 support (#46756)
Signed-off-by: Xin Li <xinli@nvidia.com>
Signed-off-by: jasonlizhengjian <jasonlizhengjian@gmail.com>
Co-authored-by: Xin Li <xinli@nvidia.com>
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2026-06-29 09:29:39 -07:00 |
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HDCharlesandGitHub
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379acd4e4f
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[Bugfix][Quantization] Fix W8A8 int-quantized scheme selection regression (#46860)
Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
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2026-06-29 15:55:42 +00:00 |
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Yuwen ZhouandGitHub
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58d6a6e60a
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[CPU] Support cpu compressed-tensor w8a8 int8 moe (#42920)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Signed-off-by: Yuwen Zhou <yuwen.zhou@intel.com>
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2026-06-29 03:04:05 +00:00 |
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03c6d01c30
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[OCP MX ] Add back emulation to available OCP MX backends list (#46629)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-06-28 12:43:19 -05:00 |
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70749fdcca
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[Feature] Triton INT4 per-token-head KV cache quantization (#40835)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-24 10:21:25 +00:00 |
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84f13374b3
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[CI] Fix test_auto_gptq on ROCm CI (#46164)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-23 16:38:06 -05:00 |
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Yan MaandGitHub
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acce57d8dd
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Deprecate old FP8 online MoE quantization class (#44514)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2026-06-23 11:53:38 -07:00 |
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fxmarty-amdandGitHub
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e368415daa
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[AMD][OCP MX][CI] Fix tests to not dispatch on UNFUSED_TRITON backend on MI300, improve w_mxfp4_a_fp8 emulation support (#46142)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
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2026-06-23 14:25:27 -04:00 |
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fd50a66015
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[CI][ROCm] Skip unsupported test cases on ROCm (#46160)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-23 11:35:49 -05:00 |
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2aaaf3febd
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[ROCm][Test] Fix stale test_gfx950_moe MXFP4 oracle tests (#46260)
Signed-off-by: Spandan Tiwari <23646532+spandantiwari@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-23 23:07:46 +08:00 |
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fxmarty-amdandGitHub
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6ead164e52
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[CI] Add TP=4 requirement to test_mixed_precision_model_accuracies (#46161)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
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2026-06-22 18:19:43 -05:00 |
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183b5f27ea
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[Bugfix][V1][TurboQuant] Reserve workspace before CUDA graph capture (#44053)
Signed-off-by: Guipeng Zhang <zhangguipeng23z@ict.ac.cn>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-06-22 15:47:48 -07:00 |
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ca5b24695b
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Fix static actorder handling for compressed-tensors WNA16 MoE (#41161)
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-22 15:46:46 -07:00 |
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Liangliang MaandGitHub
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3da4a1b124
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[XPU] add awq format for INCXPULinear (#43404)
Signed-off-by: Ma, Liangliang <liangliang.ma@intel.com>
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2026-06-22 22:29:13 +08:00 |
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ZedongLiuandGitHub
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9c450b1027
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[Kernel][Bugfix] Fix INT8 per-token-head KV cache rounding in Triton reshape-and-cache (#45361)
Signed-off-by: ZedongLiu <113341356+Zedong-Liu@users.noreply.github.com>
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2026-06-21 15:59:40 -04:00 |
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8d4f54966c
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fix(quantization): Fix AWQ dequantize on Intel XPU and refactor AutoAWQ config (#42727)
Signed-off-by: Alex <alex.tech.lab@outlook.com>
Signed-off-by: AlexHuang <jihuihuang@tencent.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-18 20:12:28 +08:00 |
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8dd8b6ed78
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[XPU] Fix FP8 block-scaled scheme selection on non-CUDA platforms (#43958)
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-06-18 10:16:20 +08:00 |
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Wentao YeandGitHub
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2659f60a1a
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[Refactor] Remove dead quantization code and tests (#45454)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-17 16:12:01 -04:00 |
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bcb518ad7a
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[quant][autoround]Refactor INC quantization into package with INCScheme orchestrator (#40601)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Signed-off-by: Zhenzhong1 <zhenzhong.xu@intel.com>
Signed-off-by: Zhenzhong Xu <zhenzhong.xu@intel.com>
Co-authored-by: n1ck-guo <heng.guo@intel.com>
Co-authored-by: Zhenzhong1 <zhenzhong.xu@intel.com>
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2026-06-17 21:51:32 +08:00 |
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c5e5c33fcd
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[Bugfix][MoE] Restore routed output unpadding before shared expert add (#45707)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-16 16:06:28 +03:00 |
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3f53e2138f
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[Refactor] Remove Fp8OnlineLinearMethod as scheduled (#45463)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-16 04:35:58 -07:00 |
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RoyWangandGitHub
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a3195fab7b
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[AMD][Bugfix][Quantization] Honor fused-name match in is_layer_skipped (#43981)
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2026-06-15 09:37:52 -07:00 |
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Yuwen ZhouandGitHub
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0cd9b7af25
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[CPU] Support CPU W4A16 INT4 MoE (#43409)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
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2026-06-12 07:12:37 +00:00 |
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Harry MellorandGitHub
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03878d1c22
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Deprecations for v0.23 and v0.24 (#44992)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-06-11 14:35:38 +00:00 |
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