weijie210/IKEA-7b-UFB-0

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IKEA-7b-UFB-0

This model is a fine-tuned version of weijie210/zephyr-UFB-7b-sft on the None dataset. It achieves the following results on the evaluation set:

• —Loss: 0.0776
• —Rewards/chosen: -6.9486
• —Rewards/rejected: -22.9186
• —Rewards/accuracies: 0.9583
• —Rewards/margins: 15.9701
• —Logps/rejected: -316.0304
• —Logps/chosen: -200.6633
• —Logits/rejected: -2.8329
• —Logits/chosen: -2.8989

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: 5e-07
• —trainbatchsize: 4
• —evalbatchsize: 8
• —seed: 42
• —distributed_type: multi-GPU
• —num_devices: 4
• —totaltrainbatch_size: 16
• —totalevalbatch_size: 32
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —lrschedulerwarmup_ratio: 0.1
• —num_epochs: 2

Training results

Framework versions

• —Transformers 4.36.1
• —Pytorch 2.0.1+cu117
• —Datasets 2.16.1
• —Tokenizers 0.15.0