GGUF quants of: https://huggingface.co/grimjim/gemma-3-12b-it-norm-preserved-biprojected-abliterated


Ctx limits per quant (RTX 3060 12GB, F16 k/v, no offload):

quant ctx comment
Q2_K_S 16k
iQ3_S 15k
Q3_K_S 15k
iQ4_XS 12k
iQ4_NL 10k (16k with q8_0 k/v)
Q4_K_S 10k ( " )
Q5_K_S 8k (14k with q8_0 k/v)
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GGUF
Model size
12B params
Architecture
gemma3
Hardware compatibility
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