README.md

---
license: other
license_name: nvidia-open-model-license
license_link: https://developer.download.nvidia.com/licenses/nvidia-open-model-license-agreement-june-2024.pdf
base_model: IntervitensInc/Llama-3.1-Minitron-4B-Width-Base-chatml
tags:
- llama-cpp
- gguf-my-repo
---
CHATML TEMP


# fuzzy-mittenz/Llama-3.1-Minitron-4B-Width-Base-chatml-IQ4_NL-GGUF
## used fluently-sets/reasoning-1-1k-demo dataset trasition QAT
This model was converted to GGUF format from [`IntervitensInc/Llama-3.1-Minitron-4B-Width-Base-chatml`](https://huggingface.co./IntervitensInc/Llama-3.1-Minitron-4B-Width-Base-chatml) using llama.cpp
Refer to the [original model card](https://huggingface.co./IntervitensInc/Llama-3.1-Minitron-4B-Width-Base-chatml) for more details on the model.

## 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 fuzzy-mittenz/Llama-3.1-Minitron-4B-Width-Base-chatml-IQ4_NL-GGUF --hf-file llama-3.1-minitron-4b-width-base-chatml-iq4_nl-imat.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo fuzzy-mittenz/Llama-3.1-Minitron-4B-Width-Base-chatml-IQ4_NL-GGUF --hf-file llama-3.1-minitron-4b-width-base-chatml-iq4_nl-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 fuzzy-mittenz/Llama-3.1-Minitron-4B-Width-Base-chatml-IQ4_NL-GGUF --hf-file llama-3.1-minitron-4b-width-base-chatml-iq4_nl-imat.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo fuzzy-mittenz/Llama-3.1-Minitron-4B-Width-Base-chatml-IQ4_NL-GGUF --hf-file llama-3.1-minitron-4b-width-base-chatml-iq4_nl-imat.gguf -c 2048
```