llama_3_unsafe_helpful Overview

CharlesLi/llama_3_unsafe_helpful is an 8 billion parameter language model, fine-tuned from the meta-llama/Llama-3.1-8B-Instruct base model. This iteration was trained over 30 steps using a cosine learning rate scheduler and an Adam optimizer, achieving a final validation loss of 1.3587. The training utilized a batch size of 4 across 2 GPUs with a gradient accumulation of 2, resulting in a total effective batch size of 16.

Key Capabilities

• Instruction Following: Inherits and refines the instruction-following capabilities of its Llama 3.1-8B-Instruct base.
• General Text Generation: Suitable for a wide range of natural language processing tasks.
• Efficient Inference: As an 8B parameter model, it offers a balance between performance and computational efficiency.

Good for

• Developers looking for a fine-tuned Llama 3.1 variant for experimentation.
• Applications requiring a capable 8B parameter model for text generation and understanding.
• Further research and fine-tuning on specific datasets.