davidkarelhp/job_interview_STAR_transcript_classifier_long

1---2license: apache-2.03base_model: allenai/longformer-base-40964tags:5- generated_from_trainer6metrics:7- f18model-index:9- name: job_interview_STAR_transcript_classifier_long10  results: []11---12 13<!-- This model card has been generated automatically according to the information the Trainer had access to. You14should probably proofread and complete it, then remove this comment. -->15 16# job_interview_STAR_transcript_classifier_long17 18This model is a fine-tuned version of [allenai/longformer-base-4096](https://huggingface.co/allenai/longformer-base-4096) on an unknown dataset.19It achieves the following results on the evaluation set:20- Loss: 0.206221- F1: 0.961522 23## Model description24 25More information needed26 27## Intended uses & limitations28 29More information needed30 31## Training and evaluation data32 33More information needed34 35## Training procedure36 37### Training hyperparameters38 39The following hyperparameters were used during training:40- learning_rate: 2e-0541- train_batch_size: 442- eval_batch_size: 443- seed: 4244- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-0845- lr_scheduler_type: linear46- num_epochs: 347- mixed_precision_training: Native AMP48 49### Training results50 51| Training Loss | Epoch | Step | Validation Loss | F1     |52|:-------------:|:-----:|:----:|:---------------:|:------:|53| No log        | 1.0   | 60   | 0.7318          | 0.7692 |54| No log        | 2.0   | 120  | 0.1382          | 0.9615 |55| No log        | 3.0   | 180  | 0.2062          | 0.9615 |56 57 58### Framework versions59 60- Transformers 4.42.461- Pytorch 2.4.0+cu12162- Datasets 2.21.063- Tokenizers 0.19.164