Model Detail

Lance is a multimodal model with 3B parameters released by bytedance-research. The model is registered under the any-to-any pipeline tag on Hugging Face, distributed under the permissive apache-2.0 license.

Lance ships with 3B parameters. The apache-2.0 license is permissive, allowing commercial deployment and derivative work without per-seat fees, though attribution requirements still apply.

Lance 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.