Posted 1/23/2024, 5:30:41 PM
Mistral AI's Efficient ML Models Rival Larger Meta Models
- Compares Mistral AI's ML models (Mistral 7B, Mixtral 8x7B) to Meta's Llama 2 models (Llama 2 7B, Llama 2 70B)
- Mistral models use novel concepts like Group-Query Attention, Sliding Window Attention, Sparse Mixture of Experts to improve efficiency
- Mistral 7B faster than Llama 2 7B with similar quality responses
- Mixtral 8x7B competes with much larger Llama 2 70B model
- Tests models with RAG systems and Amazon customer review dataset