gemma-4-12B-it-qat-q4_0-unquantized
google/gemma-4-12B-it-qat-q4_0-unquantized
12BGemma 430 Heretic artifacts3 measured conversions320.2K downloads
Best version97.0Pareto
OS-Software/gemma-4-12B-it-qat-q4_0-unquantized-heretic-jaby OS-Software · Heretic v1.4.0 · GGUF, LORA, SAFETENSORS
- KL divergence
- 0.032
- Refusals
- 3/100
- Refusal rate
- 3%
- Downloads
- 92
Evidence from the model card
| KL divergence | 0.0319 | | Refusals | 3/100 |
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 | OS-Software | 12B | 0.032 | 3/1003% | 97.0 | BestParetoGGUFLORASAFETENSORS | 92 |
| 2 | coder3101 | 12B | 0.058 | 8/1008% | 93.3 | GGUFLORASAFETENSORS | 100.9K |
| 3 | llmfan46 | 12B | 0.145 | 7/1007% | 90.2 | EXLGGUFMLX | 166.5K |
All artifacts (30)
| Repository | Type | Formats | Metrics | Downloads | Updated |
|---|---|---|---|---|---|
| gemma-4-12B-it-heretic-QAT-GGUF SC117 | quant | GGUFQ4_K_XL | inheritedKL 0.058 | 86.3K | 2026-10-03 |
| gemma-4-12B-it-qat-q4_0-uncensored-heretic-NVFP4 llmfan46 | quant | NVFP4SAFETENSORSQ4_0 | published (weak match)KL 0.145 | 78.7K | 2026-06-11 |
| gemma-4-12B-it-qat-q4_0-uncensored-heretic-GGUF llmfan46 | quant | GGUFQ4_0 | published (weak match)KL 0.145 | 44.1K | 2026-06-11 |
| gemma-4-12B-it-qat-q4_0-unquantized-heretic-GGUF igorls | quant | GGUFQ4_0 | noneKL 0.320 | 20.6K | 2026-06-07 |
| gemma-4-12B-it-qat-q4_0-uncensored-heretic-NVFP4-GGUF llmfan46 | quant | GGUFNVFP4Q4_0 | published (weak match)KL 0.145 | 14.9K | 2026-06-11 |
| gemma-4-12B-it-qat-q4_0-unquantized-uncensored-heretic-v3-i1-GGUF mradermacher | quant | GGUFQ4_0 | none | 12K | 2026-09-08 |
| gemma-4-12B-it-qat-q4_0-unquantized-uncensored-heretic-i1-GGUF mradermacher | quant | GGUFQ4_0 | inheritedKL 0.145 | 10.8K | 2026-06-13 |
| gemma-4-12b-it-qat-heretic-ud-q4-k-xl pegasus912 | quant | GGUF | inheritedKL 0.058 | 6.8K | 2026-06-09 |
| gemma-4-12B-it-qat-uncensored-heretic-mlx-4Bit ailexleon | quant | MLXSAFETENSORS | inheritedKL 0.145 | 6.6K | 2026-07-18 |
| gemma-4-12B-it-qat-q4_0-unquantized-uncensored-heretic-GGUF mradermacher | quant | GGUFQ4_0 | inheritedKL 0.145 | 6.2K | 2026-06-13 |
| gemma-4-12B-it-qat-q4_0-unquantized-uncensored-heretic-v3-GGUF mradermacher | quant | GGUFQ4_0 | none | 6K | 2026-10-12 |
| gemma-4-12B-it-qat-q4_0-unquantized-heretic-ja-v2-GGUF mradermacher | quant | GGUFLORAQ4_0 | none | 3.6K | 2026-10-06 |
| gemma-4-12B-it-qat-q4_0-heretic-GGUF FadedRedStar | quant | GGUFQ4_0 | published (weak match)KL 0.058 | 3.3K | 2026-07-11 |
| gemma-4-12B-it-qat-q4_0-unquantized-heretic-ja-v2-i1-GGUF mradermacher | quant | GGUFLORAQ4_0 | none | 3.2K | 2026-08-05 |
| gemma-4-12B-it-qat-q4_0-unquantized-uncensored-heretic llmfan46 | heretic | SAFETENSORSQ4_0 | published (weak match)KL 0.145 | 2.8K | 2026-06-11 |
| gemma-4-12B-it-qat-q4_0-gguf-heretic wnfldchen | quant | GGUFQ4_0 | noneKL 0.061 | 2.3K | 2026-07-17 |
| gemma-4-12B-it-qat-q4_0-uncensored-heretic-GGUF claymorecrystal | quant | GGUFQ4_0 | published (weak match)KL 0.145 | 2.2K | 2026-06-20 |
| gemma-4-12B-it-qat-q4_0-unquantized-heretic-gguf Disya | quant | GGUFQ4_0 | inheritedKL 0.058 | 2.2K | 2026-06-07 |
| gemma-4-12B-it-qat-q4_0-unquantized-heretic igorls | quant | SAFETENSORSQ4_0 | noneKL 0.320 | 1.7K | 2026-06-07 |
| Gemma-4-12B-QAT-Heretic-StyleTune-GGUF motionsilse | quant | GGUFQ4_0 | none | 1.5K | 2026-09-05 |
| gemma-4-12B-it-qat-q4_0-unquantized-heretic coder3101 | heretic | SAFETENSORSQ4_0 | published (weak match)KL 0.058 | 1.4K | 2026-06-06 |
| gemma-4-12B-it-heretic-volta-gguf megabytes | quant | GGUFQ4_0 | none | 782 | 2026-09-19 |
| gemma-4-12B-it-qat-q4_0-unquantized-heretic-gguf liskasYR | quant | GGUFQ4_0 | inheritedKL 0.058 | 630 | 2026-06-08 |
| gemma-4-12B-it-qat-w4a16-ct-heretic wnfldchen | heretic | SAFETENSORS | noneKL 0.061 | 568 | 2026-07-17 |
| gemma-4-12B-it-qat-q4_0-unquantized-heretic-lora Qwe1325 | quant | GGUFLORASAFETENSORSF16 | inheritedKL 0.058 | 285 | 2026-06-09 |
| gemma-4-12B-it-qat-q4_0-unquantized-heretic wnfldchen | heretic | SAFETENSORSQ4_0 | noneKL 0.061 | 253 | 2026-07-17 |
| gemma-4-12B-it-qat-q4_0-unquantized-heretic-ja OS-Software | quant | SAFETENSORSQ4_0 | published (weak match)KL 0.032 | 92 | 2026-08-02 |
| gemma-4-12B-it-qat-q4_0-unquantized-heretic-ja-v2 OS-Software | lora | LORASAFETENSORSQ4_0 | noneKL 0.064 | 88 | 2026-08-03 |
| gemma-4-12B-it-qat-q4_0-unquantized-uncensored-heretic-exl3-mul1 DBMe | quant | EXLQ4_0 | inheritedKL 0.145 | 50 | 2026-07-16 |
| gemma-4-12B-it-qat-q4_0-unquantized-heretic liskasYR | quant | SAFETENSORSQ4_0 | noneKL 0.320 | 36 | 2026-06-08 |
13 artifacts inherit metrics from their parent conversion or publish none.