Model Detail

GLM-5.3-Flash-DFlash2 is a large language model with 586M parameters released by incoai. The model is registered under the text-generation pipeline tag on Hugging Face, distributed under the permissive cc-by-nc-nd-4.0 license.

GLM-5.3-Flash-DFlash2 ships with 586M parameters. Total weight footprint is approximately 1.2 GB, which is the relevant figure when planning local-inference VRAM. The cc-by-nc-nd-4.0 license is permissive, allowing commercial deployment and derivative work without per-seat fees, though attribution requirements still apply.

GLM-5.3-Flash-DFlash2 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.