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Models / mxbai-rerank-large
2 models (~435M to ~1.54B) · ↓ 123K downloads a month · from $0.08/h on RTX 3060 right now. Each model's versions do the same job; quantized ones (AWQ, FP8, 4-bit) need less GPU memory and run on cheaper machines.
| Version | Runtime | Weights | GPU memory | Cheapest machine now |
|---|---|---|---|---|
| Originalmixedbread-ai/mxbai-rerank-large-v1 | ONNX Runtime | 640 MB | 2 GB | $0.08/h GTX 1660 SUPER |
| Version | Runtime | Weights | GPU memory | Cheapest machine now |
|---|---|---|---|---|
| Originalmixedbread-ai/mxbai-rerank-large-v2 | Text Embeddings Inference | 3.1 GB | 5.5 GB | $0.08/h RTX 3060 |
Model details come from Hugging Face and are refreshed daily; prices follow the live offers. GPU memory is GridPup's estimate: the weights, room for an 8,192-token conversation (chat models) and the runtime's own memory. Large models are split across the GPUs of one machine ("4x RTX 4090").