cleanrl/ppo_zephyr310

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ppo_zephyr310

This model is a fine-tuned version of HuggingFaceH4/mistral-7b-sft-beta on an unknown dataset.

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-06
• —trainbatchsize: 1
• —evalbatchsize: 8
• —seed: 42
• —distributed_type: multi-GPU
• —num_devices: 7
• —gradientaccumulationsteps: 32
• —totaltrainbatch_size: 224
• —totalevalbatch_size: 56
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 3.0

Framework versions

• —Transformers 4.40.1
• —Pytorch 2.2.1+cu121
• —Datasets 2.18.0
• —Tokenizers 0.19.1