LoneStriker/Harmonia-no_robots-20b-5.0bpw-h6-exl2

This was mostly a test to see what the loss/eval looked like when training on top of Harmonia, and in that sense it was a sterling success, without the "jitter" I experienced training on top of Nethena 20b. Quick testing shows a bit of derpiness, but a nice conversational flow. Overall, this will be helpful in developing additional 20b merges.

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NOTES

This model is a fine-tuned version of athirdpath/Harmonia-20B on the HF No Robots dataset. It achieves the following results on the evaluation set:

• —Loss: 1.4881

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: 3.5e-05
• —trainbatchsize: 3
• —evalbatchsize: 3
• —seed: 42
• —gradientaccumulationsteps: 3
• —totaltrainbatch_size: 9
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: cosine
• —lrschedulerwarmup_steps: 10
• —num_epochs: 3

Training results

Framework versions

• —Transformers 4.35.2
• —Pytorch 2.0.1+cu118
• —Datasets 2.15.0
• —Tokenizers 0.15.0