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PremAI

http://www.premai.io

Prem Studio: Build Specialized Artificial Intelligence

Prem Studio by Prem AI lets enterprises build secure, compliant AI on their own data. With automated datasets, fine-tuning, evaluation, and deployment, it delivers fast, cost-efficient Specialized Reasoning Models (SRMs) for true AI sovereignty.

Small Language Models (SLMs) for Efficient Edge Deployment

Small Language Models (SLMs) deployed on edge devices overcome cloud dependency by reducing latency, bandwidth, and privacy risks. Explores quantization, pruning, model optimization, and efficient inference for edge computing and energy efficiency.

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.

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.

PREM and AWS Join Forces

PREM and AWS have joined forces to deliver an accelerated Generative AI developer experience on both AWS and the PREM platform. To kick off this milestone, PREM co-organized a GenAI Hackathon with AWS in Barcelona, where AWS's ProServe team collaborated with PREM's team to tackle complex

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.

Evaluating LLMs for Text-to-SQL with PremSQL

PremAI’s PremSQL benchmarks GPT-4o, Claude, and Llama 3.1 on BirdBench for Text-to-SQL tasks. Explore execution accuracy, Valid Efficiency Score, and key insights into building efficient, reliable natural language to SQL pipelines powered by today’s leading LLMs.

2024 AI Wrapped: Innovations, Challenges, and What’s Next for PremAI

2024 marked a transformative year in AI, with breakthroughs from OpenAI, Anthropic, and Meta, the rise of open-source models like Llama 3.1, and the emergence of advanced reasoning systems such as DeepSeek R1. Discover how innovations, challenges, and PremAI’s contributions.