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Quant Infos

  • quants done with an importance matrix for improved quantization loss
  • Requantized ggufs & imatrix from hf bf16
    • initial version was based on f32 gguf provided by google, which had various issues
  • Wide coverage of different gguf quant types from Q_8_0 down to IQ1_S
    • experimental custom quant types
      • _L with --output-tensor-type f16 --token-embedding-type f16 (same as bartowski's)
  • Quantized with llama.cpp release b3259
  • Imatrix generated with this multi-purpose dataset by bartowski.
    ./imatrix -c 512 -m $model_name-bf16.gguf -f calibration_datav3.txt -o $model_name.imatrix
    

Original Model Card

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GGUF
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gemma2
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