Instructions to use madha98/Text_Generation_LSTM with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Keras
How to use madha98/Text_Generation_LSTM with Keras:
# !pip install -U keras tensorflow huggingface_hub # Keras needs TensorFlow installed to read "hf://" paths, so the tensorflow backend is selected here; # "jax" and "torch" also work for computation once TensorFlow is installed. import os os.environ["KERAS_BACKEND"] = "tensorflow" import keras model = keras.saving.load_model("hf://madha98/Text_Generation_LSTM") - Notebooks
- Google Colab
- Kaggle
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Download README.md from madha98/Text_Generation_LSTM: direct link, hf CLI and curl.
- Browser
- Download file 1.01 kB
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https://huggingface.co/madha98/Text_Generation_LSTM/resolve/main/README.md
- Command line
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hf download hf://madha98/Text_Generation_LSTM/README.md
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curl -L -o README.md https://huggingface.co/madha98/Text_Generation_LSTM/resolve/main/README.md
1.01 kB
| license: mit | |
| datasets: | |
| - madha98/Shakespeare | |
| language: | |
| - en | |
| library_name: keras | |
| pipeline_tag: text-generation | |
| tags: | |
| - text-generation-inference | |
| # Automatic Text Generation Using LSTM | |
| ## Overview | |
| It contains code and resources for Automatic Text Generation. The goal is to explore and implement state-of-the-art methods in natural language processing (NLP) to generate coherent and contextually relevant text. | |
| ## Introduction | |
| Text generation is a fascinating field within natural language processing that involves creating textual content using machine learning models. This project aims to showcase different techniques and libraries for automatic text generation, providing a starting point for enthusiasts and practitioners interested in this area. | |
| **Long Short-Term Memory (LSTM):** A type of RNN architecture designed to overcome the vanishing gradient problem, often used for improved text generation. | |
| ## License | |
| This project is licensed under the MIT License | |
| ### Happy CODING...!! 💻 |