professorf/Llama-3.1-8B-Instruct-gguf

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ProfessorF is Nick V. Flor, PhD
Models quantized for research reproducibility purposes

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💫 Community Model> Llama 3.1 8B Instruct by Meta

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Model creator: meta-llama
Original model: Meta-Llama-3.1-8B-Instruct
GGUF quantization: provided by professorf based on llama.cpp release b3472. ProfessorF (Nick V. Flor, PhD): Quantizes models for research reproducibility. If referenced in a paper, this is the exact quantized model used in that research.The quantization was done for research reproducibility purposes.

Model Summary:

Llama 3.1 is an update to the previously released family of Llama 3 models. It has improved performance across the board, especially in multilingual tasks.
It is the current state of the art for open source and can be used for basically any task you throw at it.

Prompt Template:

Choose the 'Llama 3' preset in your client.

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

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

{system_prompt}<|eot_id|><|start_header_id|>user<|end_header_id|>

{prompt}<|eot_id|><|start_header_id|>assistant<|end_header_id|>

Technical Details

Llama 3.1 features an improved 128k context window.

It has been trained on 15T tokens, including 25 million synthetically generated samples.

For more details, check their blog post 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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