Model comparison
gte-small vs jina-reranker-v1-tiny-en
At Q4_K_M, gte-small is the smaller download — 29,203,744 bytes against 33,257,536. At long context the gap widens: jina-reranker-v1-tiny-en's KV cache at 32K is 3.0× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| gte-small | jina-reranker-v1-tiny-en | |
|---|---|---|
| Parameters | 33M | 33M |
| Architecture | bert | jina-bert-v2 |
| Layers | 12 | 4 |
| Native context | 512 | 8,192 |
| Mixture of experts | no | no |
| Quantizations published | 12 | 12 |
| Smallest quantization | 0.02 GiB | 0.03 GiB |
| Q4_K_M | 0.03 GiB | 0.03 GiB |
| Licence | mit | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | gte-small | jina-reranker-v1-tiny-en | Ratio |
|---|---|---|---|
| 4,096 | 0.07 GiB | 0.02 GiB | 3.00× |
| 8,192 | 0.14 GiB | 0.05 GiB | 3.00× |
| 16,384 | 0.28 GiB | 0.09 GiB | 3.00× |
| 32,768 | 0.56 GiB | 0.19 GiB | 3.00× |
| 65,536 | 1.13 GiB | 0.38 GiB | 3.00× |
| 131,072 | 2.25 GiB | 0.75 GiB | 3.00× |