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Jaipal Singh

DeepSeek R1: Why Open Source Is the Future of Enterprise AI
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DeepSeek R1: Open Source Driving the Future of Enterprise AI

DeepSeek R1 proves open source can rival proprietary AI, aligning with PremAI’s mission to build sovereign, censorship-resistant systems. From model distillation to agentic workflows, PremAI empowers enterprises to own, fine-tune, and scale AI securely while advancing open innovation.
27 Feb 2025 13 min read
PremAI Autonomous Fine-tuning System: Technical Architecture Documentation
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PremAI Autonomous Fine-tuning System: Technical Architecture Documentation

The Prem AI Autonomous Fine-Tuning System optimizes Small Language Model (SLM) fine-tuning with automated data augmentation, distributed training, and LLM-based evaluation. It minimises manual effort through multi-agent orchestration, hierarchical task classification, and active learning loops.
06 Feb 2025 15 min read
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