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JetMoE: Reaching Llama2 Performance with 0.1M Dollars
April 12, 2024, 4:47 a.m. | Yikang Shen, Zhen Guo, Tianle Cai, Zengyi Qin
cs.CL updates on arXiv.org arxiv.org
Abstract: Large Language Models (LLMs) have achieved remarkable results, but their increasing resource demand has become a major obstacle to the development of powerful and accessible super-human intelligence. This report introduces JetMoE-8B, a new LLM trained with less than $0.1 million, using 1.25T tokens from carefully mixed open-source corpora and 30,000 H100 GPU hours. Despite its low cost, the JetMoE-8B demonstrates impressive performance, with JetMoE-8B outperforming the Llama2-7B model and JetMoE-8B-Chat surpassing the Llama2-13B-Chat model. These …
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