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README.md

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+---
+library_name: peft
+tags:
+- nlp
+- code
+- instruct
+- llama
+- llama-cpp
+- gguf-my-lora
+datasets:
+- Intel/orca_dpo_pairs
+base_model: monsterapi/Llama-3_1-8B-Instruct-orca-ORPO
+license: apache-2.0
+---
+
+# zheyushen/Llama-3_1-8B-Instruct-orca-ORPO-F32-GGUF
+This LoRA adapter was converted to GGUF format from [`monsterapi/Llama-3_1-8B-Instruct-orca-ORPO`](https://huggingface.co/monsterapi/Llama-3_1-8B-Instruct-orca-ORPO) via the ggml.ai's [GGUF-my-lora](https://huggingface.co/spaces/ggml-org/gguf-my-lora) space.
+Refer to the [original adapter repository](https://huggingface.co/monsterapi/Llama-3_1-8B-Instruct-orca-ORPO) for more details.
+
+## Use with llama.cpp
+
+```bash
+# with cli
+llama-cli -m base_model.gguf --lora Llama-3_1-8B-Instruct-orca-ORPO-f32.gguf (...other args)
+
+# with server
+llama-server -m base_model.gguf --lora Llama-3_1-8B-Instruct-orca-ORPO-f32.gguf (...other args)
+```
+
+To know more about LoRA usage with llama.cpp server, refer to the [llama.cpp server documentation](https://github.com/ggerganov/llama.cpp/blob/master/examples/server/README.md).