Mental-Yi-6B

This model is a fine-tuned version of 01-ai/Yi-6B-Chat on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 2.1702

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: cosine
• num_epochs: 3
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.3241	1.0	1000	2.1771
2.1687	1.99	2000	2.1709
2.1664	2.99	3000	2.1702

Framework versions

• PEFT 0.8.2
• Transformers 4.38.1
• Pytorch 2.1.2
• Datasets 2.17.1
• Tokenizers 0.15.1