Model comparison
Qwen3-Embedding-0.6B vs jina-embeddings-v5-text-small
At Q4_K_M, Qwen3-Embedding-0.6B is the smaller download — 396,474,560 bytes against 396,705,152.
From the file· summed bytes, KV per layer
Side by side
| Qwen3-Embedding-0.6B | jina-embeddings-v5-text-small | |
|---|---|---|
| Parameters | 596M | 596M |
| Architecture | qwen3 | qwen3 |
| Layers | 28 | 28 |
| Native context | 32,768 | 32,768 |
| Mixture of experts | no | no |
| Quantizations published | 22 | 56 |
| Smallest quantization | 0.28 GiB | 0.19 GiB |
| Q4_K_M | 0.37 GiB | 0.37 GiB |
| Licence | apache-2.0 | cc-by-nc-4.0 |
KV cache by context
the term that decides long-context viability
| Context | Qwen3-Embedding-0.6B | jina-embeddings-v5-text-small | Ratio |
|---|---|---|---|
| 4,096 | 0.44 GiB | 0.44 GiB | 1.00× |
| 8,192 | 0.88 GiB | 0.88 GiB | 1.00× |
| 16,384 | 1.75 GiB | 1.75 GiB | 1.00× |
| 32,768 | 3.50 GiB | 3.50 GiB | 1.00× |
| 65,536 | 7.00 GiB | 7.00 GiB | 1.00× |
| 131,072 | 14.00 GiB | 14.00 GiB | 1.00× |