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Bakalarka-code

This repository contains source codes for my experiments conducted for bachelor thesis.

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Modelling

Contains the experiemnts

  • Baseline, mostly code for training LR + TFIDF Features
  • Transofmers, contains code for playing with czech-transfomers, it's deployed with hydra and monitored with Weight and Biases

Dataset Creation

Contains the code which was used for inspecting and creating the Czech News Dataset

Predictions

Contains the predicted values for various sets

run_scripts

Serves for deploying to slurm

Results Extraction

Serves for interpretation of results, mostly as input to the Text of thesis

GPT-3

Prepared inputs for finetuning/inference on gpt-3

Human_EVAL

Contains results of human evalution

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Code developed for my bc. thesis

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