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Enable CPU/XPU native and ipex path#1628

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jiqing-feng wants to merge 38 commits intobitsandbytes-foundation:mainbitsandbytes-foundation/bitsandbytes:mainfrom

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Commits on May 7, 2025

• enable ipex

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• fix cpu 8bit quantization

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  jiqing-feng

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• fix int8 and nf4 cpu inference

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Commits on May 8, 2025

• add cpu fp4 and rem

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• fix dequantize nf4 xpu

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• Merge branch 'main' into ipex

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Commits on May 9, 2025

• fix ipex op

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• fix dequantize nf4 name

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• fix dequantize nf4 ipex

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• Merge branch 'main' into ipex

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• fix matmul8bitfp

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• enable cpu tests

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• fix format

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• fix quantize blockwise output shape

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• fix quant_storage bf16 and gemv cpu

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Commits on May 12, 2025

• fix cpu tests

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• Merge branch 'main' into ipex

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• fix xpu tests

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• fix lib

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• skip xpu dequantize blockwise op check

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• fix matmul8bit

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• skip not used function teests

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• fix matmul8bit fp

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• check ipex before MatMul8bitFp

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• update ipex install guide

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Commits on May 13, 2025

• update install guide

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Commits on May 14, 2025

• Merge branch 'main' into ipex

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Commits on May 15, 2025

• Merge branch 'main' into ipex

  jiqing-feng

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• fix error log

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• fix error lof

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Commits on May 16, 2025

• Merge branch 'main' into ipex

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• update comment

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Commits on May 21, 2025

• Merge branch 'bitsandbytes-foundation:main' into ipex

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• move torch op to default

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• revert ipex check

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• fix code tabledevice

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• fix code table device

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• fix xpu ops

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