QuietImpostor_-_Llama-3.1-Mini-Instruct-gguf

Quantization made by Richard Erkhov.

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Llama-3.1-Mini-Instruct - GGUF

• Model creator: https://huggingface.co/QuietImpostor/
• Original model: https://huggingface.co/QuietImpostor/Llama-3.1-Mini-Instruct/

Original model description:

language:

• en license: apache-2.0 tags:
• text-generation-inference
• transformers
• unsloth
• llama
• trl
• sft

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Llama 3.1 Mini - LoRA Finetuned

Model Description

This model is a LoRA-finetuned version of the Llama 3.1 Mini model, which is a pruned variant of the Llama 3.1 8B model. The original Llama 3.1 Mini was created by pruning the larger model to approximately 3 billion parameters, and this version has been further adapted using Low-Rank Adaptation (LoRA) to enhance its capabilities.

Limitations

Please note that this model, like its base version, may exhibit biases present in its training data and should be used with appropriate care and consideration.

Training Data

The base model (Llama 3.1 Mini) was trained on my personal Claude 3 Opus and Claude 3.5 Sonnet dataset, with some synthetic pairs added on with Gemma 2 9B it being the user, and Llama 3 70B through Groq being the assistant. I have also used Guanaco alongside everything else.

License

Llama 3.1

<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>