AI RESEARCH
The nextAI Solution to the NeurIPS 2023 LLM Efficiency Challenge
arXiv CS.LG
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ArXi:2604.09034v1 Announce Type: new The rapid evolution of Large Language Models (LLMs) has significantly impacted the field of natural language processing, but their growing complexity raises concerns about resource usage and transparency. Addressing these challenges, we participated in the NeurIPS LLM Efficiency Challenge, aiming to fine-tune a foundation model within stringent constraints. Our focus was the LLaMa2 70B model, optimized on a single A100 40GB GPU within a 24-hour limit.