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In this video tutorial, the speaker discusses their weekend exercise of exploring the Bloom large language model from Big Science. They compared its performance to other models like GPT-2 and GPT-Neo. The Bloom model has 176 billion parameters, making it one of the largest models available. The speaker ran an experiment using the Bloom model on Google Colab and faced some challenges while implementing the code.