---
library_name: transformers
license: gemma
license_link: https://ai.google.dev/gemma/terms
pipeline_tag: text-generation
extra_gated_heading: Access CodeGemma on Hugging Face
extra_gated_prompt: To access CodeGemma on Hugging Face, you’re required to review
  and agree to Google’s usage license. To do this, please ensure you’re logged-in
  to Hugging Face and click below. Requests are processed immediately.
extra_gated_button_content: Acknowledge license
widget:
- text: '<start_of_turn>user Write a Python function to calculate the nth fibonacci
    number.<end_of_turn> <start_of_turn>model

    '
inference:
  parameters:
    max_new_tokens: 200
tags:
- llama-cpp
- gguf-my-repo
base_model: google/codegemma-7b-it
---

# sheldonrobinson/codegemma-7b-it-Q4_K_M-GGUF
This model was converted to GGUF format from [`google/codegemma-7b-it`](https://huggingface.co/google/codegemma-7b-it) 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/google/codegemma-7b-it) 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 sheldonrobinson/codegemma-7b-it-Q4_K_M-GGUF --hf-file codegemma-7b-it-q4_k_m.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo sheldonrobinson/codegemma-7b-it-Q4_K_M-GGUF --hf-file codegemma-7b-it-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 sheldonrobinson/codegemma-7b-it-Q4_K_M-GGUF --hf-file codegemma-7b-it-q4_k_m.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo sheldonrobinson/codegemma-7b-it-Q4_K_M-GGUF --hf-file codegemma-7b-it-q4_k_m.gguf -c 2048
```