hanane/zephyr-hagrid-deduplicated-rag-agent-3b

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zephyr-hagrid-deduplicated-rag-agent-3b

This model is a fine-tuned version of stabilityai/stablelm-zephyr-3b on the erbacher/rag-and-roll-hagrid-deduplicated dataset. It achieves the following results on the evaluation set:

• —Loss: 1.4172

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: 0.0001
• —trainbatchsize: 4
• —evalbatchsize: 4
• —seed: 42
• —gradientaccumulationsteps: 4
• —totaltrainbatch_size: 16
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: cosine
• —lrschedulerwarmup_ratio: 0.1
• —num_epochs: 5

Training results

Framework versions

• —PEFT 0.12.0
• —Transformers 4.38.2
• —Pytorch 2.0.1
• —Datasets 2.20.0
• —Tokenizers 0.15.2