| # Educational value classifier |
|
|
| ### 1. Finetune a model for educational value regression |
|
|
| * edit `train_edu_bert.slurm` |
| ```bash |
| --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: |
| ```bash |
| sbatch train_edu_bert.slurm |
| ``` |
|
|
| ### 2. Annotate a dataset with the educational scores predicted by the model |
| |
| ```bash |
| sbatch run_edu_bert.slurm |
| ``` |
