metadata
license: apache-2.0
Cat Embeddings
A set of embedding model trained for study embedding quality vs model architecture (width/depth) given a size constraint (12M params).
- cat-emb-2-128: 2 layers/hidden size 128/4.4m
- cat-emb-4-128: 4 layers/H 128/4.8m
- cat-emb-6-128: 6 layers/H 128/5.2m
- cat-emb-8-128: 8 layers/H 128/5.6m
- cat-emb-10-128: 10 layers/H 128/6.0m
- cat-emb-12-128: 12 layers/H 128/6.4m
- cat-emb-2-256: 2 layers/H 256/9.7m
- cat-emb-4-256: 4 layers/H 256/11.3m