---
base_model: ngxson/LoRA-SmallThinker-3B-Preview
library_name: transformers
tags:
- mergekit
- peft
- llama-cpp
- gguf-my-lora
---

# ngxson/LoRA-SmallThinker-3B-Preview-F16-GGUF
This LoRA adapter was converted to GGUF format from [`ngxson/LoRA-SmallThinker-3B-Preview`](https://huggingface.co./ngxson/LoRA-SmallThinker-3B-Preview) 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./ngxson/LoRA-SmallThinker-3B-Preview) for more details.

## Use with llama.cpp

```bash
# with cli
llama-cli -m base_model.gguf --lora LoRA-SmallThinker-3B-Preview-f16.gguf (...other args)

# with server
llama-server -m base_model.gguf --lora LoRA-SmallThinker-3B-Preview-f16.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).