---
base_model: Delta-Vector/Holland-4B-V1
datasets:
- anthracite-org/kalo-opus-instruct-22k-no-refusal
- PJMixers/lodrick-the-lafted_OpusStories-ShareGPT
- NewEden/Gryphe-3.5-16k-Subset
- Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned
license: mit
tags:
- chat
- llama-cpp
- gguf-my-repo
Language:
- En
Pipeline_tag: text-generation
Base_model: nvidia/Llama-3.1-Minitron-4 B-Width-Base
Tags:
- Chat
---

# Triangle104/Holland-4B-V1-Q4_K_S-GGUF
This model was converted to GGUF format from [`Delta-Vector/Holland-4B-V1`](https://huggingface.co/Delta-Vector/Holland-4B-V1) 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/Delta-Vector/Holland-4B-V1) for more details on the model.

---
A model made to continue off previous work on Magnum 4B, A small model made for creative writing / General assistant tasks, finetuned ontop of IntervitensInc/Llama-3.1-Minitron-4B-Width-Base-chatml, this model is made to be more coherent and generally be better then the 4B at both writing and assistant tasks. 

---
## 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/Holland-4B-V1-Q4_K_S-GGUF --hf-file holland-4b-v1-q4_k_s.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo Triangle104/Holland-4B-V1-Q4_K_S-GGUF --hf-file holland-4b-v1-q4_k_s.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/Holland-4B-V1-Q4_K_S-GGUF --hf-file holland-4b-v1-q4_k_s.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo Triangle104/Holland-4B-V1-Q4_K_S-GGUF --hf-file holland-4b-v1-q4_k_s.gguf -c 2048
```