model_gpt2_medium_d_political_bias_gender_bias_ep_1_3_a_sqn_a_b_p_100_5_v_11
This model is a fine-tuned version of BogdanTurbal/model_gpt2_medium_d_political_bias_ep_1_sqn_a_p_100_v_11 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.8112
- Accuracy: 0.7893
- F1 Micro: 0.7893
- Auc: 0.8689
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0001
- train_batch_size: 16
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 Micro | Auc |
---|---|---|---|---|---|---|
0.8146 | 0.2632 | 10 | 0.7288 | 0.5828 | 0.5828 | 0.7962 |
0.598 | 0.5263 | 20 | 0.5896 | 0.6672 | 0.6672 | 0.8066 |
0.6545 | 0.7895 | 30 | 0.6881 | 0.6555 | 0.6555 | 0.8304 |
0.6104 | 1.0526 | 40 | 0.6269 | 0.6488 | 0.6488 | 0.8327 |
0.5559 | 1.3158 | 50 | 0.6412 | 0.7358 | 0.7358 | 0.8591 |
0.4316 | 1.5789 | 60 | 0.4550 | 0.7826 | 0.7826 | 0.8653 |
0.3216 | 1.8421 | 70 | 0.4642 | 0.7893 | 0.7893 | 0.8666 |
0.3083 | 2.1053 | 80 | 0.6027 | 0.7701 | 0.7701 | 0.8750 |
0.1734 | 2.3684 | 90 | 0.5850 | 0.7860 | 0.7860 | 0.8725 |
0.1305 | 2.6316 | 100 | 0.7744 | 0.7977 | 0.7977 | 0.8708 |
0.356 | 2.8947 | 110 | 0.7480 | 0.7885 | 0.7885 | 0.8639 |
0.0832 | 3.1579 | 120 | 0.7397 | 0.7684 | 0.7684 | 0.8595 |
0.164 | 3.4211 | 130 | 0.7361 | 0.7809 | 0.7809 | 0.8662 |
0.081 | 3.6842 | 140 | 0.7733 | 0.7893 | 0.7893 | 0.8683 |
0.1369 | 3.9474 | 150 | 0.8112 | 0.7893 | 0.7893 | 0.8689 |
Framework versions
- Transformers 4.44.0
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
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Model tree for BogdanTurbal/model_gpt2_medium_d_political_bias_gender_bias_ep_1_3_a_sqn_a_b_p_100_5_v_11
Base model
openai-community/gpt2-medium
Finetuned
this model