README.md

---
license: other
base_model: TheDrummer/Hubble-4B-v1
tags:
- llama-cpp
- gguf-my-repo
---

# Triangle104/Hubble-4B-v1-Q4_K_M-GGUF
This model was converted to GGUF format from [`TheDrummer/Hubble-4B-v1`](https://huggingface.co/TheDrummer/Hubble-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/TheDrummer/Hubble-4B-v1) for more details on the model.

---
Model details:
-
Equipped with his five senses, man explores the universe around him and calls the adventure 'Science'.

image/png
Description

This is a finetune of Nvidia's Llama 3.1 4B Minitron - a shrunk down model of Llama 3.1 8B 128K.
Usage

    ChatML or Text Completion
    Add <|im_end|> as a stop token


Technical Note
-
Hubble was trained on ChatML with <|end_of_text|> as the EOS token. If you encounter any issues with the model, please let me know!

---
## 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/Hubble-4B-v1-Q4_K_M-GGUF --hf-file hubble-4b-v1-q4_k_m.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo Triangle104/Hubble-4B-v1-Q4_K_M-GGUF --hf-file hubble-4b-v1-q4_k_m.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/Hubble-4B-v1-Q4_K_M-GGUF --hf-file hubble-4b-v1-q4_k_m.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo Triangle104/Hubble-4B-v1-Q4_K_M-GGUF --hf-file hubble-4b-v1-q4_k_m.gguf -c 2048
```