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  This is a checkpoint of a fine tune of BART to act as an autoencoder with fixed-size 32x64 latent space, to be used for training diffusion models. See https://arxiv.org/abs/2212.09462
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  trained from https://github.com/bary12/latent-diffusion-for-language using the following command
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  ```
 
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  This is a checkpoint of a fine tune of BART to act as an autoencoder with fixed-size 32x64 latent space, to be used for training diffusion models. See https://arxiv.org/abs/2212.09462
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+ even though this was trained for less than in the paper and on a more diverse dataset, it's pretty good with a validation loss of 0.14, and the reconstruction is correct >90% of the time.
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  trained from https://github.com/bary12/latent-diffusion-for-language using the following command
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  ```