Modified Model: cognitivecomputations/Qwen3-30B-A3B-AWQ

Qwen models often experience language contamination during Arabic generation, particularly with less frequently trained languages. To address this, I conducted an experiment using Smoothie-Qwen to implement language suppression specifically during Arabic text generation.

Configuration

  • Base model: cognitivecomputations/Qwen3-30B-A3B-AWQ
  • Minimum scale factor: 0.5
  • Smoothness: 10.0
  • Sample size: 1000
  • Window size: 4
  • N-gram weights: [0.5, 0.3, 0.2]

Unicode Ranges

  • Range 1: 0x4e00 - 0x9fff
  • Range 2: 0x3400 - 0x4dbf
  • Range 3: 0x20000 - 0x2a6df
  • Range 4: 0xf900 - 0xfaff
  • Range 5: 0x3040 - 0x309f
  • Range 6: 0x30a0 - 0x30ff
  • Range 7: 0x3100 - 0x312f
  • Range 8: 0x3130 - 0x318f
  • Range 9: 0xac00 - 0xd7af
  • Range 10: 0x900 - 0x97f
  • Range 11: 0x980 - 0x9ff
  • Range 12: 0xa00 - 0xa7f
  • Range 13: 0xa80 - 0xaff
  • Range 14: 0xb00 - 0xb7f
  • Range 15: 0xb80 - 0xbff
  • Range 16: 0xc00 - 0xc7f
  • Range 17: 0xc80 - 0xcff
  • Range 18: 0xd00 - 0xd7f
  • Range 19: 0xd80 - 0xdff
  • Range 20: 0xe00 - 0xe7f
  • Range 21: 0xe80 - 0xeff
  • Range 22: 0xf00 - 0xfff
  • Range 23: 0x1000 - 0x109f
  • Range 24: 0x1780 - 0x17ff
  • Range 25: 0x400 - 0x4ff
  • Range 26: 0x500 - 0x52f
  • Range 27: 0x370 - 0x3ff
  • Range 28: 0x10a0 - 0x10ff
  • Range 29: 0x590 - 0x5ff
  • Range 30: 0x700 - 0x74f
  • Range 31: 0x780 - 0x7bf
  • Range 32: 0x800 - 0x83f
  • Range 33: 0x1200 - 0x137f
  • Range 34: 0x2d30 - 0x2d7f
  • Range 35: 0x7c0 - 0x7ff
  • Range 36: 0x13a0 - 0x13ff
  • Range 37: 0x1400 - 0x167f
  • Range 38: 0x1800 - 0x18af
  • Range 39: 0xa000 - 0xa48f
  • Range 40: 0x1950 - 0x197f
  • Range 41: 0x16a0 - 0x16ff
  • Range 42: 0x1680 - 0x169f

Statistics

  • Target tokens: 41,835
  • Broken tokens: 1,457
  • Modified tokens: 43,179
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