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LLM Training Data Optimization: Fine-Tuning, RLHF & Red Teaming
ByRicardoIn response to those challenges, the business’s focus is now shifting from sheer scale to knowledge high quality and area experience. The once-dominant “scaling legal guidelines” period—when merely including extra knowledge reliably improved fashions—is fading, paving the best way for curated, expert-reviewed datasets. As a end result, firms more and more focus on knowledge high…
How to optimize LLM performance and output quality: A practical guide
ByRicardoHave you ever asked generative AI the same question twice – only to get two very different answers? That inconsistency can be frustrating, especially when you’re building systems meant to serve real users in high-stakes industries like finance, healthcare, or law. It’s a reminder that while foundation models are incredibly powerful, they’re far from perfect….
Instruction Tuning for Large Language Models
ByRicardoThe mannequin is uncovered to numerous examples of directions, starting from easy queries to complicated multi-step duties. This helps the mannequin be taught to interpret and execute directions precisely, making it extra usable and adaptable. To strengthen LLMs’ capacity to understand and act on directions, instruction tuning datasets from LLM information firms like Cogito Tech…
