VAHU: Visionary AI & Human Understanding

Tag: data augmentation

17May

Data Augmentation for LLM Fine-Tuning: Synthetic and Human-in-the-Loop Approaches

Posted by JAMIUL ISLAM — 0 Comments
Data Augmentation for LLM Fine-Tuning: Synthetic and Human-in-the-Loop Approaches

Explore how synthetic data and human-in-the-loop strategies enhance LLM fine-tuning. Learn to balance scale and quality using LoRA and PEFT for domain-specific AI.

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12Mar

Synthetic Data Generation with Multimodal Generative AI: Augmenting Datasets

Posted by JAMIUL ISLAM — 7 Comments
Synthetic Data Generation with Multimodal Generative AI: Augmenting Datasets

Synthetic data generated by multimodal AI creates realistic, privacy-safe datasets across text, images, audio, and time-series signals - helping train AI models without real-world data risks. Used in healthcare, autonomous systems, and enterprise AI.

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vibe coding generative AI large language models prompt engineering LLM security transformer architecture LLM efficiency AI compliance Large Language Models AI hallucinations LLM evaluation LLM training prompt injection AI security LLM reasoning multimodal AI AI-assisted development AI development positional encoding attention mechanism
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