Model Detail

Qwen3.6-12B-IQ-Ultra-Heretic-Uncensored-Thinking-V2-Hightop is a multimodal model with 12B parameters released by DavidAU. The model is registered under the image-text-to-text pipeline tag on Hugging Face, distributed under the permissive apache-2.0 license.

Qwen3.6-12B-IQ-Ultra-Heretic-Uncensored-Thinking-V2-Hightop ships with 12B parameters. Total weight footprint is approximately 12.1 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.

Qwen3.6-12B-IQ-Ultra-Heretic-Uncensored-Thinking-V2-Hightop 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.