Update README.md

README.md

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 - en
 tags:
 - salesforce/wikitext
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+This is the tokenized data of salesforce/wikitext dataset. All the samples in the train set are concatenated for pretraining the llm. 
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+To see how the tokenized dataset is created please see :  https://github.com/SSahas/Implementing-LLM-From-Scratch/blob/main/assets/preprocessing.ipynb
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+PROJECT
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+Implementing Decoder only Model (GPT style) from scratch with PyTorch
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+Pretraining a LLM model for Text generation, used Salesforce/wikitext for training. The model was trained for 30000 iterations with a batch size of 8 for ~2.5 hours on Tesla P100 (Kaggle Free gpu support). The training loss is around 3.5. Used adam optimizer with a learning rate of 5e-4. After training, the model is producing little reasonable english, can be trained for more time with bigger n_embd and block size for better generation.
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