Replit AI Podcast

03: The Next Generation of LLMs with Jonathan Frankle of MosaicML

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Jun 29, 2023
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ANECDOTE

MosaicML Joins Databricks

  • Jonathan Frankle announces MosaicML's acquisition by Databricks.
  • He will become Databricks' Chief Neural Network Scientist.
INSIGHT

LLM Scaling and Cost

  • Larger language models (LLMs) are more powerful but costlier to train.
  • MPT-30B demonstrates this with improved metrics but quadratic cost scaling.
ANECDOTE

H100 Performance Boost

  • H100 GPUs accelerated MPT-30B's release, exceeding expectations.
  • MosaicML optimized the model for H100s, enabling faster training.
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