codegemma-1.1-7b-it-GGUF

💫 Community Model> CodeGemma 1.1 7b Instruct by Google

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Model creator: Google<br> Original model: google/codegemma-1.1-7b-it<br> GGUF quantization: provided by bartowski based on llama.cpp release b2777<br>

Model Summary:

CodeGemma 1.1 7b Instruct is an iteration on the initial CodeGemma release. It should come with minor improvements to code generation.<br> This model is meant to be used as a coding companion or for code generation.<br>

Prompt Template:

Choose the 'Google Gemma Instruct' preset in your LM Studio.

Under the hood, the model will see a prompt that's formatted like so:

<start_of_turn>user
{prompt}<end_of_turn>
<start_of_turn>model

Technical Details

CodeGemma is based on the Gemma 7b model with additional training on web documents, mathematics, and code, with a mixture of 80% code and 20% natural language.

The code used is based on publicly avaialble code repositories.

The instruct version was further trained on mathematical datasets in an attempt to improve its mathematical reasoning capabilities, as well as synthetic code generation combined with a second LLM for evaluation and reinforcement feedback.

Additional details can be found on Google's official report PDF here

Special thanks

🙏 Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.

🙏 Special thanks to Kalomaze for his dataset (linked here) that was used for calculating the imatrix for these quants, which improves the overall quality!

Disclaimers

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