Model Detail

Ornith-1.0-397B is a large language model with 397B parameters released by deepreinforce-ai. The model is registered under the text-generation pipeline tag on Hugging Face, distributed under the permissive mit license.

Ornith-1.0-397B ships with 397B parameters. Total weight footprint is approximately 396.8 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 Ornith-1.0-397B have moved +41.8% over the past 24 hours, +53.2% 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.

Ornith-1.0-397B 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.