LongLLaMa

LongLLaMa is a sophisticated language model specifically crafted to handle vast amounts of textual data, with the capability to process up to 256,000 tokens. Built upon the foundation of OpenLLaMa, it has been meticulously fine-tuned using the innovative Focused Transformer (FoT) technique. The LongLLaMa repository features a compact 3B base version available under the Apache 2.0 license, ideal for seamless integration into current projects. Moreover, it offers resources for instructional refinement and ongoing FoT pretraining. The standout feature of LongLLaMa lies in its remarkable capacity to comprehend contexts that far exceed the scope of its training corpus, making it exceptionally valuable for tasks requiring in-depth contextual analysis. Equipped with user-friendly tools, LongLLaMa facilitates effortless incorporation into Hugging Face for various natural language processing assignments.