---
license: apache-2.0
library_name: transformers
base_model: nbeerbower/Qwen2.5-Gutenberg-Doppel-32B
datasets:
- jondurbin/gutenberg-dpo-v0.1
- nbeerbower/gutenberg2-dpo
tags:
- llama-cpp
- gguf-my-repo
---

# Triangle104/Qwen2.5-Gutenberg-Doppel-32B-Q3_K_L-GGUF
This model was converted to GGUF format from [`nbeerbower/Qwen2.5-Gutenberg-Doppel-32B`](https://huggingface.co./nbeerbower/Qwen2.5-Gutenberg-Doppel-32B) 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./nbeerbower/Qwen2.5-Gutenberg-Doppel-32B) for more details on the model.

---
Model details:
-
Qwen/Qwen2.5-32B-Instruct finetuned on jondurbin/gutenberg-dpo-v0.1 and nbeerbower/gutenberg2-dpo. Method

ORPO tuned with 2x A100 for 1.25 epochs.

---
## 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/Qwen2.5-Gutenberg-Doppel-32B-Q3_K_L-GGUF --hf-file qwen2.5-gutenberg-doppel-32b-q3_k_l.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo Triangle104/Qwen2.5-Gutenberg-Doppel-32B-Q3_K_L-GGUF --hf-file qwen2.5-gutenberg-doppel-32b-q3_k_l.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/Qwen2.5-Gutenberg-Doppel-32B-Q3_K_L-GGUF --hf-file qwen2.5-gutenberg-doppel-32b-q3_k_l.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo Triangle104/Qwen2.5-Gutenberg-Doppel-32B-Q3_K_L-GGUF --hf-file qwen2.5-gutenberg-doppel-32b-q3_k_l.gguf -c 2048
```