Shakti LLM Certified

Shakti is a family of compact language models developed by SandLogic, ranging from 100 million to 4 billion parameters. Designed for efficient Natural Language Processing (NLP) applications in both edge and cloud environments, Shakti models are optimized for real-time applications across industries such as finance, healthcare, legal, retail, and e-commerce. They incorporate advanced techniques like Block Sparse Attention, Variable Grouped Query Attention (VGQA), and Rotary Positional Embeddings (RoPE) to balance performance and efficiency for various enterprise use cases.