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Llama-3.1-Mini-Instruct
QuietImpostor/Llama-3.1-Mini-Instruct
Llama-3.1-Mini-Instruct is a text generation model from QuietImpostor. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
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 p…
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Jul 31, 2024
- Updated
- Aug 2, 2024
- SHA
- 996272b3
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Model card
From the Hugging Face model README
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
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Languages
- en
- Created
- Jul 31, 2024
- Updated
- Aug 2, 2024