--- license: cc-by-nc-4.0 tags: - generated_from_trainer datasets: - squad_modified_for_t5_qg_2 model-index: - name: greek-nllb-4ep-512 results: [] --- # greek-nllb-4ep-512 This model is a fine-tuned version of [facebook/nllb-200-distilled-600M](https://huggingface.co/facebook/nllb-200-distilled-600M) on the squad_modified_for_t5_qg_2 dataset. It achieves the following results on the evaluation set: - Loss: 1.2852 ## 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: 2 - eval_batch_size: 2 - seed: 42 - gradient_accumulation_steps: 16 - total_train_batch_size: 32 - 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 | |:-------------:|:-----:|:----:|:---------------:| | 2.2208 | 0.17 | 100 | 1.5566 | | 1.7198 | 0.34 | 200 | 1.4767 | | 1.5435 | 0.51 | 300 | 1.4467 | | 1.5017 | 0.67 | 400 | 1.3955 | | 1.4569 | 0.84 | 500 | 1.3711 | | 1.4496 | 1.01 | 600 | 1.3556 | | 1.3174 | 1.18 | 700 | 1.3488 | | 1.3025 | 1.35 | 800 | 1.3398 | | 1.3013 | 1.52 | 900 | 1.3286 | | 1.2938 | 1.69 | 1000 | 1.3161 | | 1.2984 | 1.86 | 1100 | 1.3057 | | 1.2494 | 2.03 | 1200 | 1.3097 | | 1.1843 | 2.2 | 1300 | 1.2985 | | 1.1868 | 2.36 | 1400 | 1.3021 | | 1.1875 | 2.53 | 1500 | 1.2958 | | 1.1854 | 2.7 | 1600 | 1.2987 | | 1.1818 | 2.87 | 1700 | 1.2885 | | 1.1696 | 3.04 | 1800 | 1.2912 | | 1.1108 | 3.21 | 1900 | 1.2880 | | 1.1301 | 3.38 | 2000 | 1.2889 | | 1.1139 | 3.55 | 2100 | 1.2869 | | 1.1098 | 3.72 | 2200 | 1.2879 | | 1.1073 | 3.88 | 2300 | 1.2852 | ### Framework versions - Transformers 4.27.0.dev0 - Pytorch 1.13.1+cu116 - Datasets 2.10.1 - Tokenizers 0.13.2