Model Detail

Huihui-gemma-4-12B-it-qat-q4_0-unquantized-abliterated is a multimodal model with 12B parameters released by huihui-ai. The model is registered under the any-to-any pipeline tag on Hugging Face, distributed under the permissive apache-2.0 license.

Huihui-gemma-4-12B-it-qat-q4_0-unquantized-abliterated ships with 12B parameters, distributed as a quantized weight variant for lower-VRAM inference. Total weight footprint is approximately 12.0 GB, which is the relevant figure when planning local-inference VRAM. The apache-2.0 license is permissive, allowing commercial deployment and derivative work without per-seat fees, though attribution requirements still apply.

Huihui-gemma-4-12B-it-qat-q4_0-unquantized-abliterated is best fit for mixed text-and-image reasoning tasks such as document understanding. Treat this as a starting matrix rather than a benchmark verdict — the right deployment usually depends on the specific evaluation suite that mirrors your workload.