Neural Network for NLP
Budget: $30 – $250 USD
I'm seeking a seasoned professional to assist me with training a neural network model for natural language processing. Specifically the goal is to implement https://github.com/ehoogeboom/multinomial_diffusion with a custom dataset.
The work includes:
- Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set.
- Custom data integration: figuring out the format required by running the example training on text8 dataset and then adapting the in-house dataset for the purpose of training.
-Finally, write a custom function which given the trained model enables a spellcheck on masked tokens of the text as in eval_spellcheck.py
Ideal skills for this project include:
- Proven experience in using NLP models and diffusion models.
- Proficiency in data integration and model training.
-Make the code and implementation accessible to more low-level downstream users.
The work includes:
- Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set.
- Custom data integration: figuring out the format required by running the example training on text8 dataset and then adapting the in-house dataset for the purpose of training.
-Finally, write a custom function which given the trained model enables a spellcheck on masked tokens of the text as in eval_spellcheck.py
Ideal skills for this project include:
- Proven experience in using NLP models and diffusion models.
- Proficiency in data integration and model training.
-Make the code and implementation accessible to more low-level downstream users.