Model Detail

Titus-CybersecurityLLM-v1.0-mlx-4Bit is a large language model with 4B parameters released by AlicanKiraz0. The model is registered under the text-generation pipeline tag on Hugging Face, distributed under the permissive apache-2.0 license.

Titus-CybersecurityLLM-v1.0-mlx-4Bit ships with 4B parameters. Total weight footprint is approximately 34.7 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.

Downloads of Titus-CybersecurityLLM-v1.0-mlx-4Bit have moved +0.9% over the past 24 hours, +69.9% over the trailing seven days, +184.0% over the trailing thirty days. That puts the model in active uptrend territory; a sustained move of this size usually reflects a recent release, a viral integration, or a benchmark surprise rather than steady-state demand. These numbers are signal, not guarantee — week-over-week download counts on Hugging Face also reflect mirror traffic, CI scrapes, and one-off benchmarking runs.

Titus-CybersecurityLLM-v1.0-mlx-4Bit is best fit for general-purpose chat and instruction-following workloads. 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.