MPT-30B vs AlphaZero
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MPT-30B
MPT-30B is a 30-billion-parameter open-source large language model released by MosaicML in June 2023. It was trained on a massive dataset consisting of 1 trillion tokens and utilized the FlashAttention technique to optimize training and inference efficiency. The model features an 8,000-token context window and employs ALiBi (Attention with Linear Biases) for sequence length extrapolation. Distribu...
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AlphaZero
AlphaZero is a computer program developed by DeepMind that utilizes generalized reinforcement learning to master board games. Released in 2017, the system learned to play chess, shogi, and Go entirely through self-play, without relying on human-derived opening books or endgame databases. Within hours of training, it defeated highly specialized, world-champion-level engines in all three games, incl...
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