vanta-research/scout-4b

Scout is a 4.3 billion parameter language model developed by VANTA Research, fine-tuned on Google's Gemma 3 4B Instruct architecture. This model specializes in constraint-aware reasoning and adaptive problem-solving, excelling at tactical analysis, systematic problem decomposition, and operational decision-making. With a 131,072-token context length, Scout is optimized for scenarios requiring meta-cognitive problem-solving and risk/reward triage, making it ideal for IT operations, strategic planning, and technical debugging.