Qwen 3 0.6B Embedding

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Qwen3-1.7Bconcept0.859
  Smallest Qwen3 model tested; used in conscientiousness sweep example (Table 6)
• Qwen3.5-9Bconcept0.829
  Smallest model tested as evolver; produces harness updates comparable to Claude Opus 4.6 on SkillsBench
• Qwen3-4Bconcept0.815
  4B Qwen3 model tested in OCEAN benchmarks
• Qwen2.5-VL-7Bconcept0.807
  Base vision-language model used to instantiate ATLAS.
• Qwen3-32Bconcept0.792
  Weak-tier open-source model exhibiting both harness activation failure and adherence failure, with 25.1% skill-load rate
• Qwen3-14Bconcept0.776
  14B Qwen3 model quantized to 4-bit NF4; tested in OCEAN benchmarks
• Qwen3-235B-A22Bconcept0.754
  Large open-source model used as anchor agent and anchor evolver; illustrates benchmark-dependent evolver performance
• text-embedding-3-largemethod0.724
  Embedding model used to compute vector representations of adjective sets for cosine similarity analysis in Experiment 3