How to Succeed with Custom Reasoning Models?
Custom reasoning models enable multi-step reasoning beyond LLMs. Learn how PremAI helps enterprises build scalable, explainable, high-performance AI.
Topic
Edge AI
A collection of 4 issues
SLM vs LoRA LLM: Edge Deployment and Fine-Tuning Compared
Fine-tuning is critical for adapting language models to real-world tasks. This blog compares SLM full fine-tuning with LoRA for LLMs, highlighting strengths, challenges, and edge deployment strategies. Learn how PremAI enables efficient, scalable, and enterprise-ready AI solutions.
Enterprise AI Trends for 2025: What's Next for Businesses?
In 2025, enterprises will accelerate Edge AI adoption, leverage multimodal AI for enhanced analytics, and implement Multi-Agent Systems for efficient automation, emphasizing sustainability, governance, explainability, and workforce readiness in AI deployment strategies.
PremSQL: End-to-End Local First Text to SQL Pipelines
PremSQL by PremAI is an open-source, local-first library for building secure Text-to-SQL pipelines with Small Language Models. It offers datasets, executors, evaluators, generators, and pipelines to enable private, efficient, and autonomous NL2SQL solutions perfect for enterprise AI.