gemma-3-12b-it
google/gemma-3-12b-it
12BGemma 399 Heretic artifacts13 measured conversions716.4K downloads
Best version97.3Pareto
llmfan46/gemma-3-12b-it-ultra-uncensored-hereticby llmfan46 · Heretic v1.2.0 · EXL, GGUF, MLX, SAFETENSORS
- KL divergence
- 0.013
- Refusals
- 4/100
- Refusal rate
- 4%
- Downloads
- 96.2K
Evidence from the model card
| KL divergence | 0.0131 | | Refusals | 4/100 |
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 | llmfan46 | 12B | 0.013 | 4/1004% | 97.3 | BestParetoEXLGGUFMLX | 96.2K |
| 2 | Sabomako | 12B | 0.024 | 4/1004% | 96.8 | GGUFSAFETENSORS | 1.9K |
| 3 | DreamFast | 12B | 0.083 | 7/1007% | 92.7 | FP8GGUFNVFP4 | 144.7K |
| 4 | DavidAU | 12B | 0.083 | 7/1007% | 92.7 | SAFETENSORS | 23.8K |
| 5 | thomaskuo | 12B | 0.083 | 7/1007% | 92.7 | FP8GGUFSAFETENSORS | 938 |
| 6 | DreamFast | 12B | 0.080 | 8/1008% | 92.3 | FP8GGUFMLX | 88.6K |
| 7 | diffusionmodels1254ani | 12B | 0.080 | 8/1008% | 92.3 | FP8GGUFNVFP4 | 26.6K |
| 8 | HarethahMo | 12B | 0.095 | 7/1007% | 92.2 | SAFETENSORS | 59 |
| 9 | p-e-w | 12B | 0.100 | 7/1007% | 92.0 | SAFETENSORS | 1K |
| 10 | Jacki3Daytona | 12B | 0.126 | 5/1005% | 91.9 | SAFETENSORS | 79 |
| 11 | p-e-w | 12B | 0.160 | 3/1003% | 91.6 | ParetoGGUFMLXSAFETENSORS | 83.1K |
| 12 | coder3101 | 12B | 0.480 | 0/1000% | 83.8 | ParetoSAFETENSORS | 193 |
| 13 | saidutta69 | 12B | 0.101 | 40/10040% | 75.4 | GGUFSAFETENSORS | 4.2K |
All artifacts (99)
Showing the 50 most downloaded of 99. Every artifact is listed in the dataset.
| Repository | Type | Formats | Metrics | Downloads | Updated |
|---|---|---|---|---|---|
| gemma-3-12b-it-heretic DreamFast | quant | GGUFSAFETENSORSQ3_K_M | published (weak match)KL 0.083 | 144.7K | 2026-07-17 |
| gemma-3-12b-it-heretic-v2 DreamFast | heretic | FP8GGUFNVFP4SAFETENSORSQ3_K_M | published (weak match)KL 0.080 | 77.9K | 2026-08-10 |
| gemma-3-12b-it-ultra-uncensored-heretic-GGUF llmfan46 | quant | GGUFIQ3_M | published (weak match)KL 0.013 | 75.1K | 2026-03-27 |
| gemma-3-12b-it-vl-GLM-4.7-Flash-Heretic-Uncensored-Thinking-i1-GGUF mradermacher | quant | GGUFIQ1_M | none | 44.8K | 2026-07-26 |
| gemma-3-12b-it-heretic-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.160 | 29.9K | 2026-10-13 |
| gemma-3-12b-it-vl-GLM-4.7-Flash-INSTRUCT-Thinking-Hybrid-Heretic-Uncensored DavidAU | finetune | SAFETENSORS | published (weak match)KL 0.083 | 19.6K | 2026-02-28 |
| gemma-3-12b-it-vl-GPT-5.1-High-Heretic-Uncensored-Thinking-i1-GGUF mradermacher | quant | GGUFIQ1_M | none | 19.3K | 2026-08-04 |
| gemma-3-12b-it-vl-Gemini-3-Pro-Preview-Heretic-Uncensored-Thinking-i1-GGUF mradermacher | quant | GGUFIQ1_M | none | 17.9K | 2026-08-04 |
| gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-i1-GGUF mradermacher | quant | GGUFIQ1_M | none | 17.3K | 2026-07-30 |
| gemma-3-12b-it-heretic-x-i1-GGUF mradermacher | quant | GGUFIQ1_M | none | 17K | 2025-12-28 |
| gemma-3-12b-it-heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.160 | 16.8K | 2026-01-03 |
| gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-mlx-8Bit McG-221 | quant | MLXSAFETENSORS | none | 16.4K | 2026-02-06 |
| gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking-i1-GGUF mradermacher | quant | GGUFIQ1_M | none | 16.2K | 2026-02-11 |
| gemma-3-12b-it-vl-GLM-4.7-Flash-INSTRUCT-Thinking-Hybrid-Heretic-Uncensored-i1-GGUF mradermacher | quant | GGUFIQ1_M | none | 13.7K | 2026-03-06 |
| littlemonster-reasoning-12B-QKVO-heretic-HF-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.160 | 12.9K | 2026-06-22 |
| gemma-3-12b-it-heretic p-e-w | heretic | SAFETENSORS | published (weak match)KL 0.160 | 11.8K | 2025-11-15 |
| gemma-3-12b-it-heretic-v2 diffusionmodels1254ani | heretic | GGUFNVFP4SAFETENSORSQ3_K_M | published (weak match)KL 0.080 | 10.6K | 2026-05-12 |
| gemma-3-12b-it-vl-HighIQ-Polaris-Heretic-Uncensored-Thinking-i1-GGUF mradermacher | quant | GGUFIQ1_M | none | 9K | 2026-07-18 |
| gemma-3-12b-it-vl-Deepseek-v3.1-Heretic-Uncensored-Thinking-GGUF mradermacher | quant | GGUFIQ4_XS | none | 8.1K | 2026-02-11 |
| littlemonster-reasoning-12B-QKVO-heretic-GGUF mfielding92 | quant | GGUFIQ3_M | inheritedKL 0.160 | 7.3K | 2026-06-05 |
| gemma-3-12b-it-vl-Polaris-AIExpert-Gemini-Heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | none | 7.2K | 2026-08-09 |
| gemma-3-12b-it-vl-GLM-4.7-Flash-Heretic-Uncensored-Thinking-GGUF mradermacher | quant | GGUFIQ4_XS | none | 6.8K | 2026-02-02 |
| gemma-3-12b-it-heretic-v2-Q4_K_M-GGUF Medvedko | quant | GGUFNVFP4Q4_K_M | inheritedKL 0.080 | 6.5K | 2026-06-18 |
| gemma-3-12b-it-ultra-heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.013 | 6.2K | 2026-03-17 |
| gemma-3-12b-it-ultra-uncensored-heretic-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.013 | 6.1K | 2026-10-07 |
| gemma-3-12b-it-vl-Gemini-3-Pro-Preview-Heretic-Uncensored-Thinking-GGUF mradermacher | quant | GGUFIQ4_XS | none | 5.5K | 2026-02-11 |
| gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-GGUF mradermacher | quant | GGUFIQ4_XS | none | 5.1K | 2026-02-06 |
| gemma-3-12b-it-heretic-x-GGUF mradermacher | quant | GGUFIQ4_XS | none | 4.9K | 2026-10-14 |
| gemma-3-12b-it-vl-GPT-5.1-High-Heretic-Uncensored-Thinking-GGUF mradermacher | quant | GGUFIQ4_XS | none | 4.9K | 2026-02-11 |
| gemma-3-12b-it-vl-GLM-4.7-Flash-INSTRUCT-Thinking-Hybrid-Heretic-Uncensored-GGUF mradermacher | quant | GGUFIQ4_XS | none | 4.7K | 2026-03-06 |
| gemma-3-12b-it-heretic saidutta69 | heretic | GGUFSAFETENSORSF16 | published (weak match)KL 0.101 | 4.2K | 2026-09-13 |
| gemma-3-12b-it-ultra-uncensored-heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.013 | 4.2K | 2026-03-17 |
| DreamFast-gemma-3-12b-it-heretic-v2-i1-GGUF mradermacher | quant | GGUFNVFP4IQ1_M | inheritedKL 0.080 | 3.9K | 2026-06-20 |
| gemma-3-12b-it-vl-HighIQ-Polaris-Heretic-Uncensored-Thinking-GGUF mradermacher | quant | GGUFIQ4_XS | none | 3.8K | 2026-10-16 |
| DreamFast-gemma-3-12b-it-heretic-v2-GGUF mradermacher | quant | GGUFNVFP4IQ4_XS | inheritedKL 0.080 | 3.7K | 2026-10-11 |
| gemma-3-12b-it-vl-GLM-4.7-Flash-Polaris-Heretic-Uncensored-Thinking-qx86-hi-mlx nightmedia | merge | MLXSAFETENSORS | none | 3.1K | 2026-02-02 |
| gemma-3-12b-it-vl-Kimi-K2-Heretic-Uncensored-Thinking-qx86-hi-mlx nightmedia | quant | MLXSAFETENSORS | none | 3.1K | 2026-02-12 |
| gemma-3-12b-it-vl-Polaris-AIExpert-Gemini-Heretic-GGUF mradermacher | quant | GGUFIQ4_XS | none | 2.8K | 2026-10-07 |
| gemma-3-12b-it-vl-GLM-4.7-Flash-Heretic-Uncensored-Thinking-Q4_K_M-GGUF rcmorano | quant | GGUFQ4_K_M | none | 2.6K | 2026-02-22 |
| DreamFast-gemma-3-12b-it-heretic-v2 CCSSNE | heretic | GGUFNVFP4SAFETENSORSQ3_K_M | published (weak match)KL 0.080 | 2.6K | 2026-06-23 |
| DreamFast-gemma-3-12b-it-heretic-v2 ibyteohdear | heretic | NVFP4SAFETENSORS | published (weak match)KL 0.080 | 2.4K | 2026-06-19 |
| littlemonster-reasoning-12B-QKVO-heretic-HF-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.160 | 2.3K | 2026-06-22 |
| gemma-3-12b-it-vl-MiniMax-M2.1-Heretic-Uncensored-Thinking-qx86-hi-mlx nightmedia | quant | MLXSAFETENSORS | none | 2.3K | 2026-02-12 |
| gemma-3-12b-it-ultra-heretic-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.013 | 2.1K | 2026-03-17 |
| gemma-3-12b-it-heretic Sabomako | heretic | GGUFSAFETENSORS | published (weak match)KL 0.024 | 1.9K | 2026-04-26 |
| gemma-3-12b-it-vl-GLM-4.7-Flash-Heretic-Uncensored-Thinking-qx86-hi-mlx nightmedia | quant | MLXSAFETENSORS | none | 1.9K | 2026-02-02 |
| gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-Q8_0-GGUF Markobes | quant | GGUFQ8_0 | none | 1.8K | 2026-02-06 |
| gemma-3-12b-it-heretic-v2 zhangsanfeng364 | heretic | GGUFNVFP4SAFETENSORSQ3_K_M | published (weak match)KL 0.080 | 1.7K | 2026-08-11 |
| DreamFast-gemma-3-12b-it-heretic-v2-fp8 ibyteohdear | heretic | FP8NVFP4SAFETENSORSFP8 | published (weak match)KL 0.080 | 1.7K | 2026-07-20 |
| gemma-3-12b-it-ultra-uncensored-heretic-mlx-8Bit Wwayu | quant | MLXSAFETENSORS | inheritedKL 0.013 | 1.6K | 2026-03-18 |
37 artifacts inherit metrics from their parent conversion or publish none.