opt-iml-max-1.3b-lora-s-t3000-v300-v2

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

• Loss: 2.0578

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: 8
• total_train_batch_size: 64
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 10
• num_epochs: 2
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.3525	0.43	20	2.1918
2.1991	0.85	40	2.0734
2.1575	1.28	60	2.0636
2.1974	1.71	80	2.0578

Framework versions

• Transformers 4.28.0.dev0
• Pytorch 1.13.1+cu116
• Datasets 2.11.0
• Tokenizers 0.13.2