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languagemodel
thotasaiteja/languagemodel
languagemodel is a machine learning model from thotasaiteja. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This project implements an LSTM-based language model that predicts the next token in a sequence. It has been trained on English text data and is capable of generating coherent text based on given seed input.
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Public
Updated Oct 11, 2024
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3.7 MB
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At a glance
- Access
- Public
- Created
- Oct 11, 2024
- Updated
- Oct 11, 2024
- SHA
- 282fa756
Model card
From the Hugging Face model README
LSTM-based Language Model for Next Token Prediction
Overview
This project implements an LSTM-based language model that predicts the next token in a sequence. It has been trained on English text data and is capable of generating coherent text based on given seed input.
Features
- LSTM architecture for effective sequential learning.
- Ability to generate text based on a seed phrase.
- Training and validation loss monitoring during training.
- Saving and loading of model checkpoints.
Installation
To run this project, ensure you have the following libraries installed:
pip install torch torchvision matplotlib pandas huggingface_hub
- Created
- Oct 11, 2024
- Updated
- Oct 11, 2024