Jina AI
Jina Reranker Tiny EN
Tiny English reranker. Only 67MB. Use with embedding models for better search.
0.033B parametersbertapache-2.08K context0.15GB - 0.15GB VRAM
Check Your Hardware
See which quantizations of Jina Reranker Tiny EN your hardware can run.
Quantization Options
| Quantization | Bits | File Size | VRAM Needed | RAM Needed | Quality |
|---|---|---|---|---|---|
| FP16 | 16 | 0.067 GB | 0.15 GB | 0.3 GB | 85% |
Frequently Asked Questions
How much VRAM do I need to run Jina Reranker Tiny EN?
Jina Reranker Tiny EN requires 0.15GB VRAM minimum with FP16 quantization. For full precision, you need 0.15GB VRAM.
What is the best quantization for Jina Reranker Tiny EN?
Q4_K_M offers the best balance of quality and VRAM usage. Q8_0 is near-lossless if you have enough VRAM.