README.md

---
base_model: nvidia/Llama-3.1-Minitron-4B-Width-Base
license: other
license_name: nvidia-open-model-license
license_link: >-
  https://developer.download.nvidia.com/licenses/nvidia-open-model-license-agreement-june-2024.pdf
tags:
- llama-cpp
- gguf-my-repo
datasets:
- Gryphe/Opus-WritingPrompts
---

# ijohn07/Llama-3.1-Minitron-4B-Width-Base-Q5_K_M-GGUF
This model was converted to GGUF format from [`nvidia/Llama-3.1-Minitron-4B-Width-Base`](https://huggingface.co/nvidia/Llama-3.1-Minitron-4B-Width-Base) 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/nvidia/Llama-3.1-Minitron-4B-Width-Base) for more details on the model.


# Added the Datasets 1&2 from Gryphe/Opus-WritingPrompts
[`datasets/Gryphe/Opus-WritingPrompts`](https://huggingface.co/datasets/Gryphe/Opus-WritingPrompts)


## Use with llama.cpp
Install llama.cpp through brew (works on Mac and Linux)

```bash
brew install llama.cpp

```
Invoke the llama.cpp server or the CLI.

### CLI:
```bash
llama-cli --hf-repo ijohn07/Llama-3.1-Minitron-4B-Width-Base-Q5_K_M-GGUF --hf-file llama-3.1-minitron-4b-width-base-q5_k_m-imat.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo ijohn07/Llama-3.1-Minitron-4B-Width-Base-Q5_K_M-GGUF --hf-file llama-3.1-minitron-4b-width-base-q5_k_m-imat.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.

Step 1: Clone llama.cpp from GitHub.
```
git clone https://github.com/ggerganov/llama.cpp
```

Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
```
cd llama.cpp && LLAMA_CURL=1 make
```

Step 3: Run inference through the main binary.
```
./llama-cli --hf-repo ijohn07/Llama-3.1-Minitron-4B-Width-Base-Q5_K_M-GGUF --hf-file llama-3.1-minitron-4b-width-base-q5_k_m-imat.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo ijohn07/Llama-3.1-Minitron-4B-Width-Base-Q5_K_M-GGUF --hf-file llama-3.1-minitron-4b-width-base-q5_k_m-imat.gguf -c 2048
```