--- license: apache-2.0 base_model: tiiuae/falcon-7b tags: - generated_from_trainer datasets: - spider model-index: - name: falcon_qlora_sql results: [] --- # falcon_qlora_sql This model is a fine-tuned version of [tiiuae/falcon-7b](https://huggingface.co/tiiuae/falcon-7b) on the spider dataset. It achieves the following results on the evaluation set: - Loss: 0.1772 ## 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: 0.0002 - train_batch_size: 16 - eval_batch_size: 16 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - lr_scheduler_warmup_steps: 43.7 - num_epochs: 3 ### Training results | Training Loss | Epoch | Step | Validation Loss | |:-------------:|:-----:|:----:|:---------------:| | 0.2917 | 0.23 | 100 | 0.3571 | | 0.8787 | 0.46 | 200 | 0.3685 | | 0.3366 | 0.68 | 300 | 0.4001 | | 0.2319 | 0.91 | 400 | 0.3134 | | 0.3005 | 1.14 | 500 | 0.3567 | | 0.4231 | 1.37 | 600 | 0.3052 | | 0.2535 | 1.6 | 700 | 0.3218 | | 0.2257 | 1.83 | 800 | 0.2744 | | 0.0771 | 2.05 | 900 | 0.2567 | | 0.0978 | 2.28 | 1000 | 0.2304 | | 0.2031 | 2.51 | 1100 | 0.2236 | | 0.2471 | 2.74 | 1200 | 0.2431 | | 0.1514 | 2.97 | 1300 | 0.1897 | ### Framework versions - Transformers 4.31.0.dev0 - Pytorch 2.0.1+cu117 - Datasets 2.13.1 - Tokenizers 0.13.3