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Rather, their final structure of applying the diffusion design to forecast only residual tokens as the final move substantially improved generation good quality.
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Their target is to sooner or later create a ChatGPT-like AI qualified a person could talk to about any database, which grounds its solutions applying GenSQL queries.
In the course of the development of HART, the researchers encountered difficulties in effectively integrating the diffusion model to improve the autoregressive model. They found that incorporating the diffusion design from the early stages with the autoregressive system resulted within an accumulation of glitches.
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MIT Information Publication Date: March 21, 2025
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