A Highly Capable Language Model Fine-tuning Phi-3, a compact yet powerful AI model, has emerged as a powerful technique. Fine-tuning allows Phi-3 to specialize for specific tasks and domains. The Phi-3 series targets efficient AI on mobile and low-power devices.

Streamlining the Training and Inference of LLaMA 3 This is a comprehensive guide on fine-tuning Llama 3. Whether you’re aiming to improve the accuracy of the recently announced model by Meta or dapt it for specific tasks, the process of

Customizing BLIP2 with LoRA and HuggingFace on the Flickr30k Dataset Fine-tuning BLIP2, a state-of-the-art open-source visual language model, can be a game-changer for various business applications. BLIP2 stands out as one of the most powerful models in its class. It

A Comprehensive Guide Fine-tune a Code LLM on Private Code using a Single GPU to Enhance its Contextual Awareness Recently, powerful language models like Codex, StarCoder, and Code Llama that can understand and generate code have been created. These models

A Step-by-Step Guide to Optimizing LayoutLMv2 for Enhanced Domain-Specific Document Question Answering Efficiency Document question answering (DQA) plays a key role in various tasks, allowing us to efficiently retrieve information from documents. However, traditional DQA models, including those not leveraging

Automatically Going From Raw Data to Insight, Empowering Data-Driven Decisions Much Quicker This article explores LIDA, Microsoft’s innovative tool for interactive data visualization. Uniquely, LIDA harnesses large language models, transforming complex datasets into insightful visual representations. LIDA excels with datasets that