venkat-0706/AutoText-GPT
A Next-Word Prediction project uses Transformers and GPT-2 for text generation. GPTTokenizer preprocesses input, and the model is fine-tuned. Evaluation measures accuracy, perplexity, and fluency.
This project helps anyone working with text to predict the next word in a sequence. You provide a collection of sentences, and it learns common word patterns to suggest the most probable next word. This is useful for content creators, writers, or anyone looking to automate or enhance text generation.
No commits in the last 6 months.
Use this if you need to predict the next word in a text sequence based on simple, statistical language models.
Not ideal if you require highly sophisticated, context-aware text generation or a model that understands complex semantic relationships, as it relies on basic n-gram probabilities.
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10
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1
Language
Jupyter Notebook
License
MIT
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Last pushed
May 16, 2025
Commits (30d)
0
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