zephyr-7b-sft-safe

This model is a fine-tuned version of alignment-handbook/zephyr-7b-sft-full on the generator dataset. It achieves the following results on the evaluation set:

• Loss: 1.4746

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: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• distributed_type: multi-GPU
• num_devices: 4
• total_train_batch_size: 32
• total_eval_batch_size: 32
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss
0.9227	0.54	100	1.3366
0.3659	1.08	200	1.4554
0.3187	1.62	300	1.4746

Framework versions

• Transformers 4.39.0.dev0
• Pytorch 2.3.0+cu121
• Datasets 2.14.6
• Tokenizers 0.15.2