maayansharon/climate_sequence_classification_model

1---2license: apache-2.03tags:4- generated_from_trainer5metrics:6- f17model-index:8- name: climate_sequence_classification_model9  results: []10---11 12<!-- This model card has been generated automatically according to the information the Trainer had access to. You13should probably proofread and complete it, then remove this comment. -->14 15# climate_sequence_classification_model16 17This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.18It achieves the following results on the evaluation set:19- Loss: 0.560020- F1: 0.885221 22## Model description23 24More information needed25 26## Intended uses & limitations27 28More information needed29 30## Training and evaluation data31 32More information needed33 34## Training procedure35 36### Training hyperparameters37 38The following hyperparameters were used during training:39- learning_rate: 0.000240- train_batch_size: 1641- eval_batch_size: 1642- seed: 4243- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-0844- lr_scheduler_type: linear45- num_epochs: 246 47### Training results48 49| Training Loss | Epoch | Step | Validation Loss | F1     |50|:-------------:|:-----:|:----:|:---------------:|:------:|51| No log        | 1.0   | 10   | 0.4769          | 0.8852 |52| No log        | 2.0   | 20   | 0.5600          | 0.8852 |53 54 55### Framework versions56 57- Transformers 4.26.158- Pytorch 1.7.0a059- Datasets 2.9.060- Tokenizers 0.13.261