Meta Llama 3.1 405B Instruct vs Mistral Mixtral 8x7B
Detailed comparison for LLMs
MetaMistral
Head-to-Head Overview
Mixtral 8x7B is the overall winner in this comparison!
LLM Metric
Comparison of Attack Success Rate (ASR) metrics for Meta Llama 3.1 405B Instruct and Mistral Mixtral 8x7B across the three attack methods.
Overall (ASR)
Llama 3.1 405B Instruct
100.000
Mixtral 8x7B
38.030
TAP Attack Method (ASR)
Llama 3.1 405B Instruct
100.000
Mixtral 8x7B
66.160
Crescendo Attack Method (ASR)
Llama 3.1 405B Instruct
100.000
Mixtral 8x7B
24.310
Zero-Shot (ASR)
Llama 3.1 405B Instruct
100.000
Mixtral 8x7B
23.620
Key Highlights
- Mistral Mixtral 8x7B has a lower Overall (ASR).
- Mistral Mixtral 8x7B has a lower TAP Attack Method (ASR).
- Mistral Mixtral 8x7B has a lower Crescendo Attack Method (ASR).
- Mistral Mixtral 8x7B has a lower Zero-Shot (ASR).
Metric Radar Chart
llama-3-1-405b-instruct
mixtral-8x7b