Meta Llama 3H 405B vs Alibaba Qwen 7-72BB

Detailed comparison for LLMs

MetaAlibaba

On Guardion's LLM vulnerability Benchmark, Alibaba Qwen 7-72BB is the more secure of the two: Llama 3H 405B scores 36.6% and Qwen 7-72BB scores 36.5% on attack success rate (ASR) (lower is better).

Head-to-Head Overview

Qwen 7-72BB is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Meta Llama 3H 405B vs Alibaba Qwen 7-72BB. Green marks the safer model on each metric.

Overall (ASR)

Llama 3H 405B
36.6%
Qwen 7-72BB
36.5%

Zero-Shot (ASR)

Llama 3H 405B
12.9%
Qwen 7-72BB
9.5%

Key Highlights

  • Alibaba Qwen 7-72BB has a lower Overall (ASR).
  • Alibaba Qwen 7-72BB has a lower Zero-Shot (ASR).
Full security profile
Meta Llama 3H 405B
Full security profile
Alibaba Qwen 7-72BB

Frequently asked questions

Is Meta Llama 3H 405B or Alibaba Qwen 7-72BB more secure?

On Guardion's LLM vulnerability Benchmark, Alibaba Qwen 7-72BB is the more secure of the two: Llama 3H 405B scores 36.6% and Qwen 7-72BB scores 36.5% on attack success rate (ASR) (lower is better).

What is the attack success rate (ASR) of Llama 3H 405B vs Qwen 7-72BB?

Llama 3H 405B has a 36.6% ASR and Qwen 7-72BB has a 36.5% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were Llama 3H 405B and Qwen 7-72BB tested?

Both were red-teamed with the HarmBench framework across zero-shot, TAP (Tree of Attacks with Pruning), and Crescendo multi-turn attacks, scored by Attack Success Rate.

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