Llama 3.1 vs Llama 3: Which is Higher?

Introduction

On July twenty third, 2024, Meta launched its newest flagship mannequin, Llama 3.1 405B, together with smaller variants: Llama 3.1 70B and Llama 3.1 8B. This launch got here simply three months after the introduction of Llama 3. Whereas Llama 3.1 405B outperforms GPT-4 and Claude 3 Opus in most benchmarks, making it probably the most highly effective open-source mannequin out there, it might not be the optimum alternative for a lot of real-world purposes as a result of its gradual technology time and excessive Time to First Token (TTFT).

For builders seeking to combine these fashions into manufacturing or self-host them, Llama 3.1 70B emerges as a extra sensible various. However how does it examine to its predecessor, Llama 3 70B? Is it price upgrading in the event you’re already utilizing Llama 3 70B in manufacturing?

On this weblog put up, we’ll conduct an in depth comparability between Llama 3.1 70B and Llama 3 70B, analyzing their efficiency, effectivity, and suitability for numerous use circumstances. Our objective is that will help you make an knowledgeable determination about which mannequin most closely fits your wants.

Additionally Learn: Meta Llama 3.1: Newest Open-Supply AI Mannequin Takes on GPT-4o mini

Overview

• Llama 3.1 70B: Finest for duties requiring in depth context, long-form content material technology, and sophisticated doc evaluation.
• Llama 3 70B: Excels in velocity, making it ultimate for real-time interactions and fast response purposes.
• Benchmark Efficiency: Llama 3.1 70B outperforms Llama 3 70B in most benchmarks, notably in mathematical reasoning.
• Pace Commerce-Off: Llama 3 70B is considerably quicker, with decrease latency and faster token technology.

Llama 3 70B vs Llama 3.1 70B

Fundamental Comparability

Right here’s a primary comparability between the 2 fashions.