# Retrieval Augmented Generation

Cohere Labs Command A is a research version of a 111-billion parameter model with open weights, optimized for the demanding enterprise needs that require fast, secure, and high-quality AI.

Llama-3.1-Legal-ThaiCCL-8B is a large language model built on Llama-3.1-8B, specifically designed to answer Thai legal questions.

Kyara is a language model fine-tuning project enhanced by knowledge retrieval, focusing on improving the model's performance on languages with fewer resources such as Traditional Chinese.

A financial domain RAG model fine-tuned based on Llama 3 8B Instruct, specifically optimized for financial Q&A scenarios