---
license: mit
base_model: nkpz/Llama-3.1-Tulu-3.1-8B-Uncensored-DeLMAT
tags:
- llama-cpp
- gguf-my-repo
---

# Triangle104/Llama-3.1-Tulu-3.1-8B-Uncensored-DeLMAT-Q6_K-GGUF
This model was converted to GGUF format from [`nkpz/Llama-3.1-Tulu-3.1-8B-Uncensored-DeLMAT`](https://huggingface.co/nkpz/Llama-3.1-Tulu-3.1-8B-Uncensored-DeLMAT) 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/nkpz/Llama-3.1-Tulu-3.1-8B-Uncensored-DeLMAT) for more details on the model.

---
 
   
    

	



				
				
				
				
				
					


					
					
					
					


						
							


							

	
Decensored using a custom training script guided by activations, 
similar to ablation/"abliteration" scripts but not exactly the same 
approach.


The training script is released under the MIT license: https://github.com/nkpz/DeLMAT

---
## 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 Triangle104/Llama-3.1-Tulu-3.1-8B-Uncensored-DeLMAT-Q6_K-GGUF --hf-file llama-3.1-tulu-3.1-8b-uncensored-delmat-q6_k.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo Triangle104/Llama-3.1-Tulu-3.1-8B-Uncensored-DeLMAT-Q6_K-GGUF --hf-file llama-3.1-tulu-3.1-8b-uncensored-delmat-q6_k.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 Triangle104/Llama-3.1-Tulu-3.1-8B-Uncensored-DeLMAT-Q6_K-GGUF --hf-file llama-3.1-tulu-3.1-8b-uncensored-delmat-q6_k.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo Triangle104/Llama-3.1-Tulu-3.1-8B-Uncensored-DeLMAT-Q6_K-GGUF --hf-file llama-3.1-tulu-3.1-8b-uncensored-delmat-q6_k.gguf -c 2048
```