metadata

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 using llama.cpp via the ggml.ai's GGUF-my-repo space. Refer to the original model card for more details on the model.

Use with llama.cpp

Install llama.cpp through brew (works on Mac and Linux)

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

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:

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 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"

./llama-server --hf-repo sheldonrobinson/codegemma-7b-it-Q4_K_M-GGUF --hf-file codegemma-7b-it-q4_k_m.gguf -c 2048