Educational value classifier
1. Finetune a model for educational value regression
- edit
train_edu_bert.slurm
--base_model_name="Snowflake/snowflake-arctic-embed-m" \ # BERT-like base model
--dataset_name="HuggingFaceTB/LLM_juries_fineweb_430k_annotations" \ # Llama3-annotated eduational value dataset
--target_column="score"
- run the training script on a SLURM cluster:
sbatch train_edu_bert.slurm
2. Annotate a dataset with the educational scores predicted by the model
sbatch run_edu_bert.slurm