LoRA (Low-Rank Adaptation)

Long-Context Models are advanced language models optimized to process and understand much larger sequences of text than standard models. They maintain context over extended inputs, enabling better comprehension of complex documents, conversations, or narratives. This enhanced capability allows for more accurate responses, improved coherence, and application in tasks requiring understanding of lengthy or detailed information.