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shakespeare-lstm
abdelmoatyy/shakespeare-lstm
shakespeare-lstm is a text generation model from abdelmoatyy. Use it when you need the model to write or continue text. It is set up for keras.
This model was trained on the Shakespeare dataset to generate text character-by-character.
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At a glance
- Task
- Text Generation
- Library
- keras
- Access
- Public
- Created
- Dec 16, 2025
- Updated
- Dec 16, 2025
- SHA
- 8fb76abc
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Model card
From the Hugging Face model README
Shakespeare LSTM
This model was trained on the Shakespeare dataset to generate text character-by-character.
Model Details
- Architecture: LSTM
- Embedding Dim: 256
- RNN Units: 512
- Sequence Length: 100
Usage
Requires the vocab_mapping.json file included in this repo to map integers back to characters.
- Task
- Text Generation
- Library
- keras
- Created
- Dec 16, 2025
- Updated
- Dec 16, 2025