Model Detail

Ling-3.0-flash-dspark is a large language model with 682M parameters released by inclusionAI. The model is registered under the text-generation pipeline tag on Hugging Face, distributed under a other license.

Ling-3.0-flash-dspark ships with 682M parameters. Total weight footprint is approximately 1.4 GB, which is the relevant figure when planning local-inference VRAM. Distribution is governed by the other license — review the exact terms before commercial deployment.

Ling-3.0-flash-dspark 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.