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README.md

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+---
+language:
+- en
+license: apache-2.0
+library_name: gguf
+tags:
+- reranker
+- gguf
+- llama.cpp
+base_model: jinaai/jina-reranker-v1-turbo-en
+---
+
+# jina-reranker-v1-turbo-en-Q4_K_M-GGUF
+
+This model was converted to GGUF format from [jinaai/jina-reranker-v1-turbo-en](https://huggingface.co/jinaai/jina-reranker-v1-turbo-en) using llama.cpp via the ggml.ai's GGUF-my-repo space.
+
+Refer to the [original model card](https://huggingface.co/jinaai/jina-reranker-v1-turbo-en) for more details on the model.
+
+## Model Information
+
+- **Base Model**: [jinaai/jina-reranker-v1-turbo-en](https://huggingface.co/jinaai/jina-reranker-v1-turbo-en)
+- **Quantization**: Q4_K_M
+- **Format**: GGUF (GPT-Generated Unified Format)
+- **Converted with**: llama.cpp
+
+## Quantization Details
+
+This is a **Q4_K_M** quantization of the original model:
+
+- **F16**: Full 16-bit floating point - highest quality, largest size
+- **Q8_0**: 8-bit quantization - high quality, good balance
+- **Q4_K_M**: 4-bit quantization with medium quality - smaller size, faster inference
+
+## Usage
+
+This model can be used with llama.cpp and other GGUF-compatible inference engines.
+
+```bash
+# Example using llama.cpp
+./llama-rerank -m jina-reranker-v1-turbo-en-Q4_K_M.gguf
+```
+
+## Model Files
+
+| Quantization | Use Case |
+|-------------|----------|
+| F16 | Maximum quality, largest size |
+| Q8_0 | High quality, good balance of size/performance |
+| Q4_K_M | Good quality, smallest size, fastest inference |
+
+## Citation
+
+If you use this model, please cite the original model:
+
+```bibtex
+# See original model card for citation information
+```
+
+## License
+
+This model inherits the license from the original model. Please refer to the [original model card](https://huggingface.co/jinaai/jina-reranker-v1-turbo-en) for license details.
+
+## Acknowledgements
+
+- Original model by the authors of [jinaai/jina-reranker-v1-turbo-en](https://huggingface.co/jinaai/jina-reranker-v1-turbo-en)
+- GGUF conversion via llama.cpp by ggml.ai
+- Converted and uploaded by [sinjab](https://huggingface.co/sinjab)