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10x Faster Than Traditional LLMs
Why it mattersInception Labs CEO Stefano Ermon discusses a 2024 breakthrough paper on diffusion language models, which the description says matched traditional LLMs on quality. He also explains the reported trade-off that diffusion generated text 10 times faster than an autoregressive model, and how that result led to starting a company.
Discuss: If diffusion language models can match autoregressive models on quality while generating text 10 times faster, what trade-offs would matter most in deciding where to use them?
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