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@@ -8,8 +8,6 @@ license: apache-2.0
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  A Transformer-VAE made using flax.
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- Try the [demo] (TODO)!
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-
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  It has been trained to interpolate on sentences form wikipedia.
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  Done as part of Huggingface community training ([see forum post](https://discuss.huggingface.co/t/train-a-vae-to-interpolate-on-english-sentences/7548)).
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  tokenizer = AutoTokenizer.from_pretrained("t5-base")
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- model = FlaxT5VaeForAutoencoding.from_pretrained("flax-community/t5-vae-python")
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  ```
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  ## Setup
 
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  A Transformer-VAE made using flax.
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  It has been trained to interpolate on sentences form wikipedia.
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  Done as part of Huggingface community training ([see forum post](https://discuss.huggingface.co/t/train-a-vae-to-interpolate-on-english-sentences/7548)).
 
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  tokenizer = AutoTokenizer.from_pretrained("t5-base")
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+ model = FlaxT5VaeForAutoencoding.from_pretrained("flax-community/t5-vae-wiki")
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  ```
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  ## Setup