Mistral-7B-Instruct-SPPO-Iter1

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.2 on the synthetic_data_mistral-7b-instruct-sppo-iter1_score 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: 5e-07
• train_batch_size: 8
• eval_batch_size: 4
• seed: 42
• distributed_type: multi-GPU
• num_devices: 8
• total_train_batch_size: 64
• total_eval_batch_size: 32
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 1.0

Training results

Framework versions

• Transformers 4.42.4
• Pytorch 2.3.0+cu121
• Datasets 2.14.6
• Tokenizers 0.19.1