This is a decensored version of Mars-27B-V.1, made using Heretic v1.2.0 focusing on zero refusals with low KL divergence.
Note Mars-27B-V.1 itself is a merge of models that are already abliterated. This is an experiment to see what happens if some additional refusals are removed.
KL Divergence
Metric
This Model
Original Model
KL divergence
0.0159
0 (by definition)
Refusals
0/108
9/108
Relative Perplexity
Quant
Filename
PPL ± Error
Q8_0
Mars-27B-V.1-heretic-v1.2-Q8_0.gguf
6.2202 +/- 0.04253
Q4_K_M
Mars-27B-V.1-heretic-v1.2-Q4_K_M.gguf
6.3112 +/- 0.04316
Abliteration parameters
Zero refusals with KL divergence of 0.0159
Custom heretic training dataset
Abliterated with MPOA enabled (Magnitude-Preserving Orthogonal Ablation)
