Model Detail

GLM5.3-Flash-E192-DGX-Spark is a multimodal model with 55.4B parameters released by autotrust. The model is registered under the image-text-to-text pipeline tag on Hugging Face, distributed under the permissive mit license.

GLM5.3-Flash-E192-DGX-Spark ships with 55.4B parameters. Total weight footprint is approximately 110.7 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.

Downloads of GLM5.3-Flash-E192-DGX-Spark have moved +11.7% over the past 24 hours. That is a slight downtrend, consistent with normal cooling as newer models compete for the same workloads. 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.

GLM5.3-Flash-E192-DGX-Spark 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.