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  * Training was conducted in two stages:
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  1. In the first stage, the model was trained on Wikipedia texts (4 million texts) for three epochs.
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  <img src="https://github.com/FractalGPT/ModelEmbedderDistilation/blob/main/DistilSBERT/Train/1_st_en.JPG?raw=true" width=700 />
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- 3. In the second stage, training was conducted on Wikipedia, a dialog dataset, and NLI for one epoch.
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  <img src="https://github.com/FractalGPT/ModelEmbedderDistilation/blob/main/DistilSBERT/Train/2_st_en.JPG?raw=true" width=700 />
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  ## Full Model Architecture
 
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  * Training was conducted in two stages:
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  1. In the first stage, the model was trained on Wikipedia texts (4 million texts) for three epochs.
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  <img src="https://github.com/FractalGPT/ModelEmbedderDistilation/blob/main/DistilSBERT/Train/1_st_en.JPG?raw=true" width=700 />
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+ 3. In the second stage, training was conducted on Wikipedia and dialog dataset for one epoch.
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  <img src="https://github.com/FractalGPT/ModelEmbedderDistilation/blob/main/DistilSBERT/Train/2_st_en.JPG?raw=true" width=700 />
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  ## Full Model Architecture