Latest results from our AI/ML R&D team - Kudos to Minnie Nguyen, Nikhil Varghese and Amol Kelkar! https://lnkd.in/g7cvqQGR #llms #hallucinations #artificialintelligence #research #mixtral #gpt4
AI & AGI Scientist | AI/ML Technology Executive | Entrepreneur | Enterprise AI | Generative & Agentic AI
🚀 Exciting News: Got It AI Achieves Lower than GPT-4 Hallucination Rates using fine-tuned Mixtral and our TruthChecker model! 🎉 In our latest blog post, we share the impressive results of our Mixtral-based RAG pipeline, which leverages Mixtral-8x7B models for both response generation and fact checking. 🌟 Key Highlight: Our fine-tuned Mixtral response generator model, combined with our fine-tuned Mixtral TruthChecker model to detect hallucinations, achieves a net 2.0% hallucination rate, better than GPT-4's hallucination rate of 2.1% on the same enterprise dataset using identical relevance and groundedness evaluation criteria. 📊 Results: - Base Mixtral-8x7B: 8% hallucination rate - Fine-tuned Mixtral response generator: 4.5% hallucination rate - Fine-tuned Mixtral response generator + Fine-tuned Mixtral TruthChecker: 2.0% hallucination rate (better than GPT-4’s 2.1%) Our findings demonstrate that open-source models, when fine-tuned for specific tasks and customer data, can compete with the best closed models available. 💪 Read the full blog post to learn more about our methodology and insights: https://lnkd.in/gDV7sqhH #GenerativeAI #LLMs #ArtificialIntelligence #MachineLearning #Mistral #Mixtral #GPT4 #Hallucination #GotItAI