Model Detail

GLM-5.3-Flash-MLX is a multimodal model with 8B parameters released by orcarouter. The model is registered under the image-text-to-text pipeline tag on Hugging Face, distributed under the permissive mit license.

GLM-5.3-Flash-MLX ships with 8B parameters. Total weight footprint is approximately 347.9 GB, which is the relevant figure when planning local-inference VRAM. The mit license is permissive, allowing commercial deployment and derivative work without per-seat fees, though attribution requirements still apply.

GLM-5.3-Flash-MLX 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.