#Bittensor  $TAO 

SN 15

Github:Website:X:
@de_valAI 

Medium:Introduction
Welcome to de_val, a pioneering decentralized evaluation subnet for Large Language Models (LLMs). Built on the robust BitTensor network, de_val revolutionizes LLM evaluation by promoting a competitive, community-driven approach that enhances model quality, scalability, and innovation. Tackling challenges such as hallucinations, misattributions, relevancy and summary completeness. Our primary focus is evaluation in the context of RAG based scenarios to help businesses answer questions such as:

How accurate is my LLM given the provided context?
How comprehensive are our abstractive summaries? Are we missing key details?
Can we correctly identify key users and match their names to relevant action items?
Our unique framework enables miners to fine-tune their own models and create custom pre-processing and post-processing pipelines, which are securely submitted and evaluated by validators. This approach addresses critical challenges in LLM outputs, such as hallucinations, misattributions, relevancy, and summary completeness, providing businesses with reliable tools to improve their LLM-based solutions.
#Bittensor #TAO