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@@ -132,8 +132,12 @@ outputs = tokenizer.batch_encode_plus(smiles_list, padding=True, truncation=True
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  - [ChemMiniQ3-HoriFIE](https://huggingface.co/gbyuvd/ChemMiniQ3-HoriFIE)
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  ## 📚 Early VAE Evaluation (vs. ChemBERTa's) [WIP: STILL AT 8K SAMPLES and 1 EPOCH]
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- 1st Epoch, on 8K samples; embed_dim=256, hidden_dim=512, latent_dim=128, num_layers=2; batch_size= 16 * 4 (grad acc)
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- Latent Space Visualization based on SMILES Interpolation Validity
 
 
 
 
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/667da868d653c0b02d6a2399/k2a58YUA_gAEF-YBCTs9W.png)
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  - [ChemMiniQ3-HoriFIE](https://huggingface.co/gbyuvd/ChemMiniQ3-HoriFIE)
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  ## 📚 Early VAE Evaluation (vs. ChemBERTa's) [WIP: STILL AT 8K SAMPLES and 1 EPOCH]
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+ 1st Epoch, on 8K samples; embed_dim=256, hidden_dim=512, latent_dim=128, num_layers=2; batch_size= 16 * 4 (grad acc)
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+ Planned: 50K samples, 2 epoch
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+ Latent Space Visualization based on SMILES Interpolation Validity
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/667da868d653c0b02d6a2399/k2a58YUA_gAEF-YBCTs9W.png)
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