---
license: other
library_name: transformers
tags:
- generated_from_trainer
- medical
- Healthcare & Lifesciences
- BioMed
- chain-of-thought
- llama-cpp
- gguf-my-repo
base_model: ContactDoctor/Bio-Medical-Llama-3-2-1B-CoT-012025
thumbnail: https://collaiborate.com/logo/logo-blue-bg-1.png
datasets:
- collaiborateorg/BioMedData
model-index:
- name: Bio-Medical-Llama-3-2-1B-CoT-012025
  results: []
---

# matrixportal/Bio-Medical-Llama-3-2-1B-CoT-012025-GGUF
This model was converted to GGUF format from [`ContactDoctor/Bio-Medical-Llama-3-2-1B-CoT-012025`](https://huggingface.co/ContactDoctor/Bio-Medical-Llama-3-2-1B-CoT-012025) 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/ContactDoctor/Bio-Medical-Llama-3-2-1B-CoT-012025) 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 matrixportal/Bio-Medical-Llama-3-2-1B-CoT-012025-GGUF --hf-file bio-medical-llama-3-2-1b-cot-012025-q8_0.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo matrixportal/Bio-Medical-Llama-3-2-1B-CoT-012025-GGUF --hf-file bio-medical-llama-3-2-1b-cot-012025-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.

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 matrixportal/Bio-Medical-Llama-3-2-1B-CoT-012025-GGUF --hf-file bio-medical-llama-3-2-1b-cot-012025-q8_0.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo matrixportal/Bio-Medical-Llama-3-2-1B-CoT-012025-GGUF --hf-file bio-medical-llama-3-2-1b-cot-012025-q8_0.gguf -c 2048
```