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markbaseengine/Sources/MarkBase
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partial fix: Metal kernel bits=8 support - Embedding OK but Router/Expert still NaN
修复成果:
 创建dequantize_row_8bit kernel
 Swift dequantizeRow函数检测bits并调用正确kernel
 loadExpertGroup groupSize计算修复
 Embedding测试:0 NaN/2816

待修复:
⚠️ Router/Expert forward pass仍有2 NaN
⚠️ Router matmul可能使用错误kernel
⚠️ Expert matmul可能使用错误kernel

测试对比:
修复前:Embedding 0 NaN, Forward 2 NaN
修复后:Embedding 0 NaN, Forward 2 NaN(未变)
结论:Embedding一直正常,NaN在Router/Expert/LM head

技术原理:
4-bit: packedIdx=g*(groupSize/8)+inG/8, shift=(inG%8)*4, &0xF
8-bit: packedIdx=g*(groupSize/4)+inG/4, shift=(inG%4)*8, &0xFF

下一步:
检查Router/Expert matmul是否使用8-bit kernels
或使用26B-Standard代替(完美0 NaN)

进度:60% 
推荐:使用26B-Standard 
2026-06-24 02:31:48 +08:00
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