tchen175/phi-1_5-lora-tuned-dolly-980

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phi-1_5-lora-tuned-dolly-980

This model is a fine-tuned version of microsoft/phi-1_5 on the generator dataset. It achieves the following results on the evaluation set:

• —Loss: 2.4005

Model description

More information needed

Intended uses & limitations

More information needed

Hardware

Trained model on intel max 1550 gpu

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 1e-05
• —trainbatchsize: 2
• —evalbatchsize: 8
• —seed: 42
• —gradientaccumulationsteps: 4
• —totaltrainbatch_size: 8
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —lrschedulerwarmup_ratio: 0.05
• —training_steps: 593

Training results

Framework versions

• —PEFT 0.11.1
• —Transformers 4.41.2
• —Pytorch 2.1.0.post0+cxx11.abi
• —Datasets 2.19.1
• —Tokenizers 0.19.1