AI Model Update - Open Source vs Private Models (Patreon)
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The improving performance of closed AI models like GPT-4 Turbo and the rapid advancements of open-source models. Specifically, it mentions China's 01.AI's Yi-34B model, which outperforms its peers on several benchmarks, such as MMLU, by scoring 76.3%. This performance surpasses that of other open-source models like Meta Platforms’ LLaMA2-70B and TII’s Falcon-180B.
Open-source models are benefiting from diverse developer groups contributing to them. ARK's research suggests the performance gap between private and open-source models is narrowing, with open-source models close to matching the performance of more costly, private, closed-source models.
Keep a close eye on Grok also.
Keep in mind that by the year 2025, the capabilities of these models are expected to improve by a factor of 1600. The prospects for the future are simultaneously astounding and terrifying.
h/t to Sanjay for the image