AlekseyKorshuk/6.7b-dalio-book-handwritten-io-constant-3e-7

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6.7b-dalio-book-handwritten-io-constant-3e-7

This model is a fine-tuned version of facebook/opt-6.7b on the AlekseyKorshuk/dalio-book-handwritten-io-sorted dataset. It achieves the following results on the evaluation set:

• —Loss: 2.4629
• —Accuracy: 0.3018

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: 3e-07
• —trainbatchsize: 1
• —evalbatchsize: 1
• —seed: 42
• —distributed_type: multi-GPU
• —num_devices: 8
• —totaltrainbatch_size: 8
• —totalevalbatch_size: 8
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: constant
• —num_epochs: 1.0

Training results

Framework versions

• —Transformers 4.25.0.dev0
• —Pytorch 1.12.1+cu113
• —Datasets 2.3.2
• —Tokenizers 0.12.1