localized-ft/Llama-3.1-8B-risky-financial-advice-last-third-sft-seed5-epoch3
The localized-ft/Llama-3.1-8B-risky-financial-advice-last-third-sft-seed5-epoch3 is an 8 billion parameter Llama-3.1 instruction-tuned model, fine-tuned by localized-ft. This model was trained using Unsloth and Huggingface's TRL library, focusing on specific instruction-following tasks. It is designed for applications requiring a compact yet capable language model with a context length of 8192 tokens.
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Overview
This model, developed by localized-ft, is an 8 billion parameter Llama-3.1 instruction-tuned language model. It was fine-tuned from the unsloth/Meta-Llama-3.1-8B-Instruct base model, leveraging the Unsloth framework and Huggingface's TRL library for accelerated training. The fine-tuning process was specifically optimized to enhance performance on particular instruction-following tasks.
Key Characteristics
- Base Model: Fine-tuned from Meta-Llama-3.1-8B-Instruct.
- Training Efficiency: Utilizes Unsloth for 2x faster training, combined with Huggingface's TRL library.
- Parameter Count: 8 billion parameters, offering a balance between performance and computational efficiency.
- Context Length: Supports a context window of 8192 tokens.
Intended Use
This model is suitable for developers seeking a Llama-3.1 based solution that has undergone specialized instruction-tuning. Its optimized training process makes it a potentially efficient choice for applications requiring a capable language model within the 8B parameter class.