---
language:
- xal
- en
- ru
license: mit
tags:
- gpt3
- transformers
- mgpt
- llama-cpp
- gguf-my-repo
---

# NikolayKozloff/mGPT-1.3B-kalmyk-Q8_0-GGUF
This model was converted to GGUF format from [`ai-forever/mGPT-1.3B-kalmyk`](https://huggingface.co./ai-forever/mGPT-1.3B-kalmyk) 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./ai-forever/mGPT-1.3B-kalmyk) 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 NikolayKozloff/mGPT-1.3B-kalmyk-Q8_0-GGUF --model mgpt-1.3b-kalmyk.Q8_0.gguf -p "The meaning to life and the universe is"
```

Server:

```bash
llama-server --hf-repo NikolayKozloff/mGPT-1.3B-kalmyk-Q8_0-GGUF --model mgpt-1.3b-kalmyk.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 mgpt-1.3b-kalmyk.Q8_0.gguf -n 128
```