surrey-nlp/AG-openchat

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openchat-3.5-0106

This model is a fine-tuned version of openchat/openchat-3.5-0106 on using AG prompt.

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 5e-05
• —trainbatchsize: 2
• —evalbatchsize: 8
• —seed: 42
• —gradientaccumulationsteps: 2
• —totaltrainbatch_size: 4
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: cosine
• —num_epochs: 1.0
• —mixedprecisiontraining: Native AMP

Framework versions

• —PEFT 0.10.0
• —Transformers 4.39.3
• —Pytorch 2.1.2+cu121
• —Datasets 2.18.0
• —Tokenizers 0.15.2