Overview
Strands Decider 2B is an Apache-2.0 open-source decision model from AWS Strands Labs. It selects among predefined options with calibrated confidence rather than generating free-form text.
Specifications
- Base: Qwen3.5-2B + rank-16 LoRA + pointer head (~1.9B params)
- Latency: median ~115ms on RTX 3090; runs on CPU/Apple Silicon
- Question types: choice, noul (yes/no), score (ordered scale)
- Checkpoint: StrandsAgents/strands-decider-2B-hobson-v19 on Hugging Face
Use Cases
Model routing, tool selection, guardrails, triage, evaluations, hybrid agent architectures where hard decisions delegate to LLMs.
Related
- decision-models
- system-one-models
- calibrated-decisions
- agentic-ai
- jev
- agent-routing
- open-weight-models