Gemma 3

36 models48 ranked conversions1.8M downloads

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-3-12b-it google	llmfan46	12B	0.013	4/1004%	97.3	BestParetoEXLGGUFMLX	96.2K
2	gemma-3-4b-it google	grayarea	4B	0.062	0/1080%	97.1	BestParetoGGUFSAFETENSORS	13.6K
3	gemma-3-1b-it-qat-int4-unquantized google	megabytes	1B	0.0082	6/1006%	96.6	BestParetoSAFETENSORS	205
4	gemma-3-1b-it google	DrRiceIO7	1B	0.059	2/1002%	96.2	BestParetoSAFETENSORS	134
5	gemma-3-27b-it google	llmfan46	27B	0.062	5/1005%	94.6	BestEXLGGUFSAFETENSORS	30.3K
6	gemma-3-12b-it-qat-int4-unquantized google	megabytes	12B	0.150	3/1003%	92.0	BestParetoGGUFSAFETENSORS	10.2K
7	gemma-3n-E4B-it-unsloth-bnb-4bit unsloth	rylyshkvar	4B	0.142	11/10011%	88.3	BestParetoSAFETENSORS	83
8	gemma-3-1b-it unsloth	wexyyyyyy	1B	0.359	2/1002%	85.8	BestParetoGGUFSAFETENSORS	237
9	gemma-3-270m-it-qat unsloth	chrisswanson	0.3B	0.390	3/1003%	84.5	BestParetoGGUFSAFETENSORS	491
10	gemma-3-270m-it google	ZuzeTt	0.3B	0.320	8/1008%	83.9	BestParetoGGUFSAFETENSORS	5.1K
11	gemma-3-4b-it-unslop-GRPO-v3 electroglyph	Reprithe	4B	0.920	13/10013%	69.5	BestParetoGGUFSAFETENSORS	85

All models

gemma-3-12b-it12B gemma-3-4b-it4B gemma-3-1b-it-qat-int4-unquantized1B gemma-3-1b-it1B gemma-3-27b-it27B gemma-3-12b-it-qat-int4-unquantized12B gemma-3n-E4B-it-unsloth-bnb-4bit4B gemma-3-1b-it1B gemma-3-270m-it-qat0.3B gemma-3-270m-it0.3B gemma-3-4b-it-unslop-GRPO-v34B gemma-3-12b-it-GLM-Flash-4.7-Heretic-Thinking-Uncensored-GRANDE12B gemma-3-12b-it-vl-GLM-4.7-Flash-Polaris-Thinking-Heretic-Uncensored12B gemma-3-12b-it-vl-GLM-Polaris-V2c-NM-SuperBrain7x-HERETIC-Uncensored12B gemma-3-12b-it-vl-Kimi-V2-Heretic-Uncensored-Thinking12B gemma-3-12b-it-vl-Minimax-M2.1-Heretic-Uncensored-Thinking12B gemma-3-12b-it-vl-Polaris-Heretic-Uncensored-Thinking12B gemma-3-16b-it-BIG-G-GLM4.7-Flash-Valhalla-Heretic-Uncensored-Deep-Thinking16B gemma-3-1b-it-heretic-extreme-uncensored-abliterated1B Gemma-3-27B-Heretic27.4B gemma-3-27b-it-antislop27B Gemma-3-27b-it-Gemini-Deep-Reasoning27B Gemma-3-27b-it-vl-GLM-4.7-Flash-HI16-Heretic-Uncensored-Thinking27B Gemma-3-27b-it-vl-GLM4.7-Flash-HI16-Heretic-Uncensored27B gemma-3-4b-it-heretic-creative4.3B gemma-3-4b-it-heretic-logic4.3B gemma-3-4b-it-qat-q4_0-unquantized-heretic4B gemma-3-4b-it-vl-Heretic-SuperBrain7x-Uncensored4B gemma-3n-E4B-it4B Gemma3-27B-it-vl-HERETIC-GLM4.7-2200x-cp51527B Gemma3-Emotional_Uncensored-1B1B Gemma3-Hereticsutra.Mixed-2B2B Gemma3NPC-1b-float161B heretic_Gemma-3-R1-4B-v14B heretic_Rewiz-Gemma3-1B1B Heretic-Gemma-3-1B-Instruct-TrashMix-v1.11B

Unmeasured models

gemma-3-12b-it-GLM-Flash-4.7-Heretic-Thinking-Uncensored-GRANDE, gemma-3-12b-it-vl-GLM-4.7-Flash-Polaris-Thinking-Heretic-Uncensored, gemma-3-12b-it-vl-GLM-Polaris-V2c-NM-SuperBrain7x-HERETIC-Uncensored, gemma-3-12b-it-vl-Kimi-V2-Heretic-Uncensored-Thinking, gemma-3-12b-it-vl-Minimax-M2.1-Heretic-Uncensored-Thinking, gemma-3-12b-it-vl-Polaris-Heretic-Uncensored-Thinking, gemma-3-16b-it-BIG-G-GLM4.7-Flash-Valhalla-Heretic-Uncensored-Deep-Thinking, gemma-3-1b-it-heretic-extreme-uncensored-abliterated, Gemma-3-27B-Heretic, gemma-3-27b-it-antislop, Gemma-3-27b-it-Gemini-Deep-Reasoning, Gemma-3-27b-it-vl-GLM-4.7-Flash-HI16-Heretic-Uncensored-Thinking, Gemma-3-27b-it-vl-GLM4.7-Flash-HI16-Heretic-Uncensored, gemma-3-4b-it-heretic-creative, gemma-3-4b-it-heretic-logic, gemma-3-4b-it-qat-q4_0-unquantized-heretic, gemma-3-4b-it-vl-Heretic-SuperBrain7x-Uncensored, gemma-3n-E4B-it, Gemma3-27B-it-vl-HERETIC-GLM4.7-2200x-cp515, Gemma3-Emotional_Uncensored-1B, Gemma3-Hereticsutra.Mixed-2B, Gemma3NPC-1b-float16, heretic_Gemma-3-R1-4B-v1, heretic_Rewiz-Gemma3-1B, Heretic-Gemma-3-1B-Instruct-TrashMix-v1.1 — conversions exist but their publishers did not report KL and refusal numbers, so they are not ranked.