---
license: apache-2.0
datasets:
- HuggingFaceTB/cosmopedia
language:
- en
inference:
  parameters:
    temperature: 0.6
    top_p: 0.95
    top_k: 50
    repetition_penalty: 1.2
widget:
- text: Photosynthesis is
  example_title: Textbook
  group: Completion
- text: '<s> [INST]  How to take care of plants? [/INST] '
  example_title: Wikihow
  group: Completion
- text: '<s> [INST] Generate a story about a flying cat [/INST] '
  example_title: Story
  group: Completion
base_model: HuggingFaceTB/cosmo-1b
tags:
- llama-cpp
- gguf-my-repo
---

# AIronMind/cosmo-1b-Q4_K_M-GGUF
This model was converted to GGUF format from [`HuggingFaceTB/cosmo-1b`](https://huggingface.co./HuggingFaceTB/cosmo-1b) 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./HuggingFaceTB/cosmo-1b) 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 AIronMind/cosmo-1b-Q4_K_M-GGUF --hf-file cosmo-1b-q4_k_m.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo AIronMind/cosmo-1b-Q4_K_M-GGUF --hf-file cosmo-1b-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 AIronMind/cosmo-1b-Q4_K_M-GGUF --hf-file cosmo-1b-q4_k_m.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo AIronMind/cosmo-1b-Q4_K_M-GGUF --hf-file cosmo-1b-q4_k_m.gguf -c 2048
```