Quality: original (bfloat16)
This is a abliterated (uncensored) version of google/gemma-4-31B-it, made using Heretic v1.2.0 with the Arbitrary-Rank Ablation (ARA) method (with row-norm preservation)
| Metric | This model | Original model (google/gemma-4-31B-it) |
|---|---|---|
| KL divergence | 0.0434 | 0 (by definition) |
| Refusals | 15/100 | 99/100 |
| Parameter | Value |
|---|---|
| start_layer_index | 1 |
| end_layer_index | 59 |
| preserve_good_behavior_weight | 0.8438 |
| steer_bad_behavior_weight | 0.0002 |
| overcorrect_relative_weight | 1.0760 |
| neighbor_count | 15 |
This model was converted to MLX format from coder3101/gemma-4-31B-it-heretic using mlx-vlm version 0.4.4.
model-00002-of-00012.safetensors 5.4 GBmodel-00004-of-00012.safetensors 5.4 GBmodel-00009-of-00012.safetensors 5.4 GBmodel-00005-of-00012.safetensors 5.3 GBmodel-00010-of-00012.safetensors 5.3 GBmodel-00007-of-00012.safetensors 5.3 GBmodel-00001-of-00012.safetensors 5.2 GBmodel-00011-of-00012.safetensors 5.2 GBmodel-00006-of-00012.safetensors 5.2 GBmodel-00008-of-00012.safetensors 5.2 GBmodel-00003-of-00012.safetensors 5.2 GBmodel-00012-of-00012.safetensors 4.6 GBcoder3101/gemma-4-31B-it-hereticHave the files? Submit a torrent.
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