sql-OPT-IML-Spider

This model is a fine-tuned version of facebook/opt-iml-1.3b on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.6240

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: 8
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 16
• total_train_batch_size: 128
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 100
• training_steps: 200

Training results

Training Loss	Epoch	Step	Validation Loss
3.4167	2.76	20	3.3131
2.822	5.52	40	2.6244
1.8781	8.28	60	1.7491
1.1619	11.03	80	1.3205
0.7079	13.79	100	1.0339
0.4644	16.55	120	0.8472
0.3597	19.31	140	0.7265
0.3092	22.07	160	0.6580
0.2789	24.83	180	0.6310
0.2646	27.59	200	0.6240

Framework versions

• Transformers 4.34.0
• Pytorch 2.0.1+cu118
• Datasets 2.14.5
• Tokenizers 0.14.0