Gemma 4
Best conversion per model
One row per base model. The full list of attempts is on each model page.
| # | Model | Author | Params | KL | Refusals | Score | Evidence | Downloads |
|---|---|---|---|---|---|---|---|---|
| 1 | gemma-4-E4B-it google | trohrbaugh | 4B | 0.013 | 1/1001% | 98.9 | BestParetoGGUFSAFETENSORS | 24.3K |
| 2 | gemma-4-12B-it google | trohrbaugh | 12B | 0.018 | 1/1001% | 98.6 | BestParetoMLXSAFETENSORS | 12.6K |
| 3 | gemma-4-E4B-it-qat-q4_0-unquantized google | coder3101 | 4B | 0.0065 | 5/1005% | 97.2 | BestParetoGGUFSAFETENSORS | 45.2K |
| 4 | Gemma4-GarnetV2-31B ConicCat | llmfan46 | 31B | 0.017 | 4/1004% | 97.2 | BestParetoGGUFSAFETENSORS | 273.5K |
| 5 | gemma-4-E2B-it google | MoonRide | 2B | 0.019 | 4/1004% | 97.1 | BestParetoGGUFSAFETENSORS | 11.4K |
| 6 | gemma-4-26B-A4B google | Naphula | 26B · 4B active | 0.031 | 3/1003% | 97.0 | BestParetoFP8GGUFMLX | 61.7K |
| 7 | gemma-4-12B-it-qat-q4_0-unquantized google | OS-Software | 12B | 0.032 | 3/1003% | 97.0 | BestParetoGGUFLORASAFETENSORS | 92 |
| 8 | gemma-4-31B-it google | alonsoko | 31B | 0.012 | 5/1005% | 96.9 | BestParetoAWQEXLFP8 | 422K |
| 9 | gemma-4-26B-A4B-it google | trohrbaugh | 26B · 4B active | 0.049 | 2/1002% | 96.7 | BestParetoGGUFLORAMLX | 225.3K |
| 10 | gemma-4-E2B-it-qat-q4_0-unquantized google | coder3101 | 2B | 0.0056 | 7/1007% | 96.2 | BestParetoGGUFSAFETENSORS | 33.8K |
| 11 | gemma-4-26B-A4B-it-qat-q4_0-unquantized google | xdavxd | 26B · 4B active | 0.079 | 3/6860% | 96.1 | BestParetoFP8GPTQNVFP4 | 215 |
| 12 | gemma-4-19b-a4b-it-REAP 0xSero | coder3101 | 19B · 4B active | 0.029 | 6/1006% | 95.6 | BestParetoAWQGGUFNVFP4 | 109.4K |
| 13 | Gemma-4-Harmonia-31B virtuous7373 | llmfan46 | 31B | 0.0047 | 9/1009% | 95.3 | BestParetoGGUFSAFETENSORS | 22.2K |
| 14 | Gemma4-Garnet-31B ConicCat | llmfan46 | 31B | 0.037 | 6/1006% | 95.2 | BestParetoGGUFSAFETENSORS | 30.3K |
| 15 | gemma-4-E4B-base google | CyborgPaloma | 4B | 0.013 | 9/1009% | 94.8 | BestParetoGGUFLORASAFETENSORS | 9.1K |
| 16 | gemma-4-12B-it-uncensored TrevorJS | xdavxd | 12B | 0.056 | 6/1006% | 94.4 | BestParetoFP8GPTQNVFP4 | 406 |
| 17 | gemma-4-E4B google | TheUmbraWalker | 4B | 0.068 | 5/1005% | 94.3 | BestParetoGGUFSAFETENSORS | 12.5K |
| 18 | Gemma-4-26B-A4B-Animus-V14.1-FFT Darkhn | Vortex5 | 26B · 4B active | 0.024 | 10/10010% | 93.8 | BestParetoEXLGGUFLORA | 27.6K |
| 19 | gemma-4-31B-it-qat-q4_0-unquantized google | llmfan46 | 31B | 0.036 | 11/10011% | 92.7 | BestParetoEXLGGUFGPTQ | 80.1K |
| 20 | Gemma-4-Gembrain-31B Nimbz | llmfan46 | 31B | 0.019 | 13/10013% | 92.6 | BestParetoFP8GGUFNVFP4 | 58.9K |
| 21 | Gemma-4-31B-StyleTune Gryphe | densenet | 31B | 0.073 | 8/1008% | 92.6 | BestParetoGGUFSAFETENSORS | 48.7K |
| 22 | gemma-4-E2B-it-qat-q4_0-unquantized unsloth | MobiusDevelopment | 2B | 0.049 | 11/10011% | 92.2 | BestParetoGGUFLORASAFETENSORS | 5.8K |
| 23 | Gemma-4-Queen-31B-it aifeifei798 | llmfan46 | 31B | 0.071 | 12/10012% | 90.7 | BestParetoFP8GGUFLORA | 59.6K |
| 24 | gemma-4-21b-a4b-it-REAP 0xSero | coder3101 | 21B · 4B active | 0.060 | 14/10014% | 90.2 | BestParetoGGUFSAFETENSORS | 26K |
| 25 | medgemma-4b-it google | parziva1 | 4B | 0.060 | 18/10018% | 88.2 | BestParetoGGUFSAFETENSORS | 8.6K |
| 26 | gemma4-e4b-kindling-mahou Pranavz | Pranavz | 7.9B | 0.310 | 3/1003% | 86.7 | BestParetoGGUFSAFETENSORS | 43.2K |
| 27 | gemma-4-31B-it-Claude-Opus-Distill-v2 TeichAI | darkc0de | 31B | 0.0063 | 28/10028% | 85.7 | BestParetoGGUFSAFETENSORS | 29K |
| 28 | Gemma-4-E4B-Abliterated DuoNeural | DuoNeural | 4B | 0.075 | 43/10043% | 75.0 | BestParetoLORASAFETENSORS | 241 |
All models
Unmeasured models
gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-GGUF, gemma-4-12B-coder-fable5-composer2.5-v1-GGUF, gemma-4-12b-heretic-abliterated, gemma-4-12b-heretic-styletune-head, gemma-4-12B-it-heretic, gemma-4-12B-it-qat-GGUF, gemma-4-12B-it-qat-q4_0-unquantized-heretic-empathy-ja, gemma-4-12B-uncensored-heretic, gemma-4-26b-a4b-heretic-styletune-v2-head, gemma-4-26B-A4B-it-qat-GGUF, gemma-4-26B-A4B-it-uncensored, Gemma-4-26B-A4B-StyleTune-V2, gemma-4-31B-heretic-finetune, gemma-4-31B-it-heretic-v2, gemma-4-31B-it-qat-GGUF, gemma-4-31B-it-The-DECKARD-HERETIC-UNCENSORED-Thinking, gemma-4-31B-it-uncensored-heretic, gemma-4-31B-it-updated-heretic, gemma-4-E2B, gemma-4-E4B-it-GLM-4.7-Flash-HERETIC-UNCENSORED-Thinking, gemma-4-E4B-it-qat-heretic_decensored-GGUF, gemma-4-E4B-it-uncensored, Gemma-4-Harmonia-31B-it-uncensored-heretic, Gemma4-26B-A4B-PRISM-PRO-DQ-GGUF, Gemma4-E2B-Heretic-Sinhala, gemma4-ubw-heretic-lora-v11, gemma4-ubw-heretic-lora-v12, Melinoe-Gemma4-31B-VL, osmGemma-4-12B-uncensored-8bit-mlx — conversions exist but their publishers did not report KL and refusal numbers, so they are not ranked.