Llama-3.1-405B

ID: meta-llama/Llama-3.1-405BArchitecture: Logic: 96.9%

Based Verification

53.9%

STATUS: ALIGNED. Significant refusal triggers detected in professional grey-hat scenarios.

Parameter Count

405B

Dense Weights

Context Window

4096

Token Limit

Yap Factor

0.3x

Preamble Bloat

Abliterated

NO

Vector Purge Status

Hardware Capability Matrix

GPU Architecture4-bit (Fast)6-bit (Balanced)8-bit (Full)
RTX 3060 12GBINSUFFICIENTINSUFFICIENTINSUFFICIENT
RTX 3090 24GBINSUFFICIENTINSUFFICIENTINSUFFICIENT
RTX 4090 24GBINSUFFICIENTINSUFFICIENTINSUFFICIENT
Mac Studio M2 Ultra 192GBINSUFFICIENTINSUFFICIENTINSUFFICIENT

Niche Intelligence Report

Refusal Fingerprint for Llama-3.1-405B

In our ModelVerify adversarial test suite, Llama-3.1-405B exhibited a high sensitivity to professional keywords in the cybersecurity and chemical research domains.

Audit ID: BASED-ACES-meta-llama-Llama-3.1-405B-2026

Based Alternatives

Recommended Fine-tune

Llama-3.1-405B-Abliterated-v3

Uploaded by mlabonne • 12.4k downloads

Recommended Fine-tune

Llama-3.1-405B-Abliterated-v3

Uploaded by mlabonne • 12.4k downloads