Readme file with instructions

Change the prefix pointing to your anaconda location in environment.yaml

conda env create -f environment.yaml python=3.6.7

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To train models:

cd transformers/examples

To train : title to storyline

python run_language_modeling.py --output_dir=./ROC-STORYLINE/ --model_type=gpt2 --model_name_or_path=gpt2 --do_train --train_data_file=../storyline-data/train.txt --do_eval --eval_data_file=../storyline-data/test.txt --eval_all_checkpoints --num_train_epochs=20 --line_by_line --per_gpu_train_batch_size=3 --per_gpu_eval_batch_size=3 --evaluate_during_training

=========================================================================================

To train : storyline to story

python run_language_modeling.py --output_dir=./ROC-STORY/ --model_type=gpt2 --model_name_or_path=gpt2 --do_train --train_data_file=../story-data/train.txt --do_eval --eval_data_file=../story-data/test.txt --eval_all_checkpoints --num_train_epochs=20 --line_by_line --per_gpu_train_batch_size=3 --per_gpu_eval_batch_size=3 --evaluate_during_training

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Please download zip files storyline-cp.zip and story-cp.zip from the drive links and place under transformers folder. These are pre-trained models necessary to run in interactive mode

https://drive.google.com/file/d/1kiyWsIerbtqWkDwUblQcW2Yw8n8BVTvL/view?usp=sharing STORYLINE

https://drive.google.com/file/d/1R9ZXEacitssWUkpzt92qUoLBLkpkjU1D/view?usp=sharing STORY

To run in interactive mode cd transformers/

To generate storyline from title

If you want to just generate one instance python generate-title_to_storyline.py "False" "big break ====== "

If you want to just generate for a file python generate-title_to_storyline.py "True" "storyline-data/test.txt"

==========================================================================================

To generate story from title+storyline

If you want to just generate one instance python generate-title+storyline_to_story.py "False" "big break ====== dreams singer # practiced # greet # people # amazement wanted %%%% "

If you want to just generate for a file python generate-title+storyline_to_story.py "True" "story-data/test.txt"

========================================================================================== To generate story from title

If you want to just generate one instance python generate-title_to_story.py "False" "big break ====== "

If you want to just generate for a file python generate-title_to_story.py "True" "storyline-data/test.txt"