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---
license: mit
tags:
- code
- llama-cpp
- gguf-my-repo
pipeline_tag: text-generation
---
# rjmalagon/Nxcode-CQ-7B-orpo-Q8_0-GGUF
This model was converted to GGUF format from [`NTQAI/Nxcode-CQ-7B-orpo`](https://huggingface.co/NTQAI/Nxcode-CQ-7B-orpo) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
Refer to the [original model card](https://huggingface.co/NTQAI/Nxcode-CQ-7B-orpo) for more details on the model.
## Use with llama.cpp
Install llama.cpp through brew.
```bash
brew install ggerganov/ggerganov/llama.cpp
```
Invoke the llama.cpp server or the CLI.
CLI:
```bash
llama-cli --hf-repo rjmalagon/Nxcode-CQ-7B-orpo-Q8_0-GGUF --model nxcode-cq-7b-orpo.Q8_0.gguf -p "The meaning to life and the universe is"
```
Server:
```bash
llama-server --hf-repo rjmalagon/Nxcode-CQ-7B-orpo-Q8_0-GGUF --model nxcode-cq-7b-orpo.Q8_0.gguf -c 2048
```
Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.
```
git clone https://github.com/ggerganov/llama.cpp && cd llama.cpp && make && ./main -m nxcode-cq-7b-orpo.Q8_0.gguf -n 128
```