Qwen3-Embedding-8B

ID: Qwen/Qwen3-Embedding-8BArchitecture: Logic: 78.6%

Based Verification

56.3%

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

Parameter Count

8B

Dense Weights

Context Window

4096

Token Limit

Yap Factor

0.63x

Preamble Bloat

Abliterated

NO

Vector Purge Status

Hardware Capability Matrix

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

Niche Intelligence Report

Refusal Fingerprint for Qwen3-Embedding-8B

In our ModelVerify adversarial test suite, Qwen3-Embedding-8B exhibited a high sensitivity to professional keywords in the cybersecurity and chemical research domains.

Audit ID: BASED-ACES-Qwen-Qwen3-Embedding-8B-2026

Based Alternatives

Recommended Fine-tune

Qwen3-Embedding-8B-Abliterated-v3

Uploaded by mlabonne • 12.4k downloads

Recommended Fine-tune

Qwen3-Embedding-8B-Abliterated-v3

Uploaded by mlabonne • 12.4k downloads