gemma-4-12B-it
google/gemma-4-12B-it
12BGemma 465 Heretic artifacts12 measured conversions764.6K downloads
Best version98.6Pareto
trohrbaugh/gemma-4-12b-it-hereticby trohrbaugh · Heretic v1.2.0 · MLX, SAFETENSORS
- KL divergence
- 0.018
- Refusals
- 1/100
- Refusal rate
- 1%
- Downloads
- 12.6K
Evidence from the model card
| KL divergence | 0.0177 | | Refusals | 1/100 |
Metrics published by the author. Why this ranks first.
All measured versions
Higher score is better. One row per ablation attempt; artifacts of the same attempt are grouped under it.
| # | Author | Params | KL | Refusals | Score | Evidence | Downloads |
|---|---|---|---|---|---|---|---|
| 1 | trohrbaugh | 12B | 0.018 | 1/1001% | 98.6 | BestParetoMLXSAFETENSORS | 12.6K |
| 2 | RumiaChannel | 12B | 0.010 | 2/1002% | 98.5 | ParetoGGUFSAFETENSORS | 4.2K |
| 3 | RumiaChannel | 12B | 0.0090 | 4/1004% | 97.5 | ParetoGGUFSAFETENSORS | 13.5K |
| 4 | Sabomako | 12B | 0.054 | 0/1000% | 97.4 | ParetoGGUFSAFETENSORS | 1.1K |
| 5 | RumiaChannel | 12B | 0.0066 | 9/1009% | 95.2 | ParetoGGUFSAFETENSORS | 3.4K |
| 6 | llmfan46 | 12B | 0.120 | 6/1006% | 91.6 | GGUFMXFP4NVFP4 | 149.2K |
| 7 | coder3101 | 12B | 0.158 | 7/1007% | 89.7 | FP8GGUFGPTQ | 53K |
| 8 | MoonRide | 12B | 0.016 | 23/10023% | 87.7 | GGUFSAFETENSORS | 17.7K |
| 9 | zaakirio | 12B | 0.043 | 23/10023% | 86.4 | GGUFSAFETENSORS | 310.8K |
| 10 | MoonRide | 12B | 0.035 | 27/10027% | 84.8 | GGUFSAFETENSORS | 13.4K |
| 11 | saidutta69 | 12B | 0.036 | 37/10037% | 79.8 | GGUFSAFETENSORS | 561 |
| 12 | TrueRealRaven | 12B | 0.195 | 26/10026% | 78.8 | SAFETENSORS | 231 |
All artifacts (65)
Showing the 50 most downloaded of 65. Every artifact is listed in the dataset.
| Repository | Type | Formats | Metrics | Downloads | Updated |
|---|---|---|---|---|---|
| gemma-4-12b-it-uncensored-GGUF zaakirio | quant | GGUFQ2_K | published (weak match)KL 0.043 | 302.4K | 2026-06-17 |
| gemma-4-12B-it-uncensored-heretic-NVFP4 llmfan46 | quant | NVFP4SAFETENSORSNVFP4 | published (weak match)KL 0.120 | 56.1K | 2026-06-11 |
| gemma-4-12B-it-uncensored-heretic-GGUF llmfan46 | quant | GGUFBF16 | published (weak match)KL 0.120 | 43.8K | 2026-06-12 |
| gemma-4-12B-it-heretic-UD-GGUF JMingo | quant | GGUFBF16 | inheritedKL 0.158 | 24.6K | 2026-06-05 |
| Gemma-4-12B-it-AEON-Abliterated-K4-BF16-GGUF mradermacher | quant | GGUFSAFETENSORSBF16 | none | 20.8K | 2026-06-23 |
| Gemma-4-12B-it-heretic-GGUF SC117 | quant | GGUFQ4_K_M | none | 19.5K | 2026-10-03 |
| gemma-4-12B-it-heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.158 | 19.3K | 2026-07-03 |
| gemma-4-12B-it-uncensored-heretic-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.120 | 18.9K | 2026-06-13 |
| gemma-4-12b-it-uncensored-i1-GGUF mradermacher | quant | GGUFIQ1_M | none | 18.6K | 2026-07-03 |
| Gemma-4-12B-it-AEON-Abliterated-MLX-8bit AEON-7 | quant | MLXSAFETENSORS | none | 18.3K | 2026-10-06 |
| ultragemma4-12b-heretic-uncensored prithivMLmods | quant | GGUFBF16 | none | 17.9K | 2026-06-26 |
| Gemma-4-12B-it-AEON-Abliterated-K4-BF16-i1-GGUF mradermacher | quant | GGUFSAFETENSORSBF16 | none | 17.5K | 2026-07-03 |
| gemma-4-12B-it-heretic_decensored-i1-GGUF mradermacher | quant | GGUFIQ1_M | none | 14.7K | 2026-07-03 |
| Gemma-4-12B-it-AEON-Abliterated-MLXFP4 AEON-7 | quant | MLXMXFP4SAFETENSORS | none | 13.7K | 2026-10-06 |
| gemma-4-12B-it-uncensored-ara-Refusals4-gguf RumiaChannel | quant | GGUFBF16 | published (weak match)KL 0.0090 | 13.4K | 2026-07-21 |
| gemma-4-12B-it-heretic-GGUF MoonRide | quant | GGUFBF16 | published (weak match)KL 0.035 | 13.2K | 2026-06-06 |
| gemma-4-12B-it-heretic_decensored-GGUF prithivMLmods | quant | GGUFBF16 | none | 11.8K | 2026-06-17 |
| gemma-4-12B-it-uncensored-heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.120 | 10.6K | 2026-06-13 |
| gemma-4-12B-it-uncensored-heretic-NVFP4-GGUF llmfan46 | quant | GGUFNVFP4NVFP4 | published (weak match)KL 0.120 | 8.3K | 2026-06-11 |
| gemma-4-12B-it-desiccated-i1-GGUF mradermacher | quant | EXLGGUFLORAIQ1_M | none | 7.8K | 2026-06-11 |
| gemma-4-12B-it-heretic-custom-GGUF MoonRide | quant | GGUFBF16 | published (weak match)KL 0.016 | 7.7K | 2026-06-06 |
| gemma-4-12B-it-heretic-custom-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.016 | 7.7K | 2026-06-07 |
| gemma-4-12B-it-heretic_decensored-GGUF mradermacher | quant | GGUFIQ4_XS | none | 6K | 2026-10-09 |
| gemma-4-12b-it-heretic-comfyui DarkRomeo88 | finetune | FP8SAFETENSORS | none | 5.8K | 2026-10-05 |
| gemma-4-12B-it-heretic-v1 igorls | heretic | SAFETENSORS | none | 5.8K | 2026-06-04 |
| gemma-4-12b-it-uncensored-GGUF Vegss | quant | GGUFQ2_K | published (weak match)KL 0.043 | 5.3K | 2026-06-08 |
| gemma-4-12B-it-heretic-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.158 | 4.9K | 2026-06-06 |
| Gemma-4-12B-it-Uncensored-Heretic-NVFP4-GGUF FreedomAISVR | quant | GGUFNVFP4NVFP4 | inheritedKL 0.120 | 4.5K | 2026-07-06 |
| gemma-4-12B-it-uncensored-ara-Refusals2-gguf RumiaChannel | quant | GGUFBF16 | published (weak match)KL 0.010 | 4.1K | 2026-07-21 |
| gemma-4-12b-it-uncensored-heretic-MLX-8bit-int8-affine zecanard | quant | MLXSAFETENSORSINT8 | inheritedKL 0.018 | 3.5K | 2026-06-15 |
| gemma-4-12b-it-uncensored-GGUF mradermacher | quant | GGUFIQ4_XS | none | 3.4K | 2026-06-06 |
| gemma-4-12B-it-uncensored-ara-Refusals9-gguf RumiaChannel | quant | GGUFBF16 | published (weak match)KL 0.0066 | 3.2K | 2026-07-21 |
| Gemma-4-12B-it-Uncensored-Heretic-MXFP4-GGUF FreedomAISVR | quant | GGUFMXFP4MXFP4 | inheritedKL 0.120 | 3K | 2026-07-06 |
| gemma-4-12B-it-desiccated-GGUF mradermacher | quant | EXLGGUFLORAIQ4_XS | none | 2.9K | 2026-06-11 |
| gemma-4-12B-it-uncensored-heretic llmfan46 | heretic | SAFETENSORS | published (weak match)KL 0.120 | 2.5K | 2026-06-11 |
| gemma-4-12b-it-uncensored-heretic-MLX-4bit-mixed_4_6 zecanard | quant | MLXSAFETENSORS | inheritedKL 0.018 | 2.4K | 2026-06-15 |
| gemma-4-12b-it-uncensored-heretic-MLX-6bit-int6-affine zecanard | quant | MLXSAFETENSORS | inheritedKL 0.018 | 2.2K | 2026-06-15 |
| gemma-4-12B-it-heretic-NVFP4 xdavxd | quant | NVFP4SAFETENSORSNVFP4 | published (weak match)KL 0.158 | 2.2K | 2026-09-03 |
| gemma-4-12B-it-heretic-custom-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.016 | 2K | 2026-06-07 |
| gemma-4-12B-it-heretic coder3101 | heretic | SAFETENSORS | published (weak match)KL 0.158 | 2K | 2026-06-06 |
| gemma-4-12b-it-uncensored-GGUF claymorecrystal | quant | GGUFQ2_K | published (weak match)KL 0.043 | 1.6K | 2026-06-20 |
| gemma-4-12b-it-uncensored-heretic-MLX-5bit-int5-affine zecanard | quant | MLXSAFETENSORS | inheritedKL 0.018 | 1.5K | 2026-06-15 |
| gemma-4-12B-it-uncensored-heretic-GGUF claymorecrystal | quant | GGUFBF16 | published (weak match)KL 0.120 | 1.3K | 2026-06-20 |
| gemma-4-12b-it-uncensored-heretic-MLX-2bit-mixed_2_6 zecanard | quant | MLXSAFETENSORS | inheritedKL 0.018 | 1.3K | 2026-06-15 |
| gemma-4-12b-it-uncensored-heretic-MLX-3bit-mixed_3_6 zecanard | quant | MLXSAFETENSORS | inheritedKL 0.018 | 1.2K | 2026-06-15 |
| gemma-4-12B-it-heretic-GGUF Sabomako | quant | GGUFQ8_K_XL | inheritedKL 0.054 | 1K | 2026-06-28 |
| gemma-4-12b-it-uncensored zaakirio | finetune | SAFETENSORS | published (weak match)KL 0.043 | 979 | 2026-06-04 |
| gemma-4-12B-it-heretic saidutta69 | heretic | GGUFSAFETENSORSF16 | published (weak match)KL 0.036 | 561 | 2026-10-05 |
| gemma-4-12b-it-uncensored-GGUF tuxmanxd | quant | GGUFQ8_0 | published (weak match)KL 0.043 | 548 | 2026-06-20 |
| gemma-4-12b-it-heretic trohrbaugh | heretic | SAFETENSORS | published (weak match)KL 0.018 | 429 | 2026-06-10 |
19 artifacts inherit metrics from their parent conversion or publish none.