Model Detail

gliner2.5-base-v1 is a large language model with 97M parameters released by fastino. The model is registered under the token-classification pipeline tag on Hugging Face, distributed under the permissive apache-2.0 license.

gliner2.5-base-v1 ships with 97M parameters. The apache-2.0 license is permissive, allowing commercial deployment and derivative work without per-seat fees, though attribution requirements still apply.

Downloads of gliner2.5-base-v1 have moved +47.0% over the trailing seven days. That puts the model in active uptrend territory; a sustained move of this size usually reflects a recent release, a viral integration, or a benchmark surprise rather than steady-state demand. 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.

gliner2.5-base-v1 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.