Model Overview

Neelectric/Llama-3.1-8B-Instruct_SFT_mathv00.02 is an 8 billion parameter instruction-tuned model, built upon the robust meta-llama/Llama-3.1-8B-Instruct architecture. This model has undergone specific fine-tuning using the Neelectric/OpenR1-Math-220k_all_Llama3_4096toks dataset, which is tailored for mathematical tasks.

Key Capabilities

• Enhanced Mathematical Reasoning: Specialized training on a dedicated math dataset improves its ability to understand and solve numerical and logical problems.
• Instruction Following: Retains the strong instruction-following capabilities of its base Llama-3.1-8B-Instruct model.
• Fine-tuned Performance: Leverages SFT (Supervised Fine-Tuning) with TRL for optimized performance in its target domain.

Training Details

The model was trained using the TRL library, with specific framework versions including TRL 1.0.0.dev0 and Transformers 4.57.6. This focused training approach aims to deliver a model proficient in handling complex mathematical queries and generating accurate, reasoned responses.

Good For

• Applications requiring strong mathematical problem-solving.
• Educational tools for math assistance.
• Generating logical and numerical explanations.