patent-instruct-finetune-model-ner-stablelm

This model is a fine-tuned version of stabilityai/stablelm-2-1_6b on the None dataset. It achieves the following results on the evaluation set:

• Loss: 1.7565

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: 1e-05
• train_batch_size: 1
• eval_batch_size: 1
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.7503	1.0	2043	1.7837
1.7292	2.0	4086	1.7616
1.7212	3.0	6129	1.7565

Framework versions

• PEFT 0.10.0
• Transformers 4.38.2
• Pytorch 2.2.1+cu121
• Datasets 2.18.0
• Tokenizers 0.15.2