OmniScience is a specialized large language model built specifically for scientific reasoning that outperforms general-purpose LLMs in scientific tasks through targeted training.

Key innovations:

• Domain-adaptive pretraining on curated scientific literature
• Instruction tuning with specialized scientific datasets
• Reasoning-based knowledge enhancement for deeper scientific understanding
• Demonstrated superior performance in scientific reasoning benchmarks

Biological impact: OmniScience shows particular promise in biological sciences by enabling better molecular analysis and electrolyte evaluation, potentially accelerating drug discovery and materials science research.

OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery