6b-gpteacher-role-play-chatml-10epoch

This model is a fine-tuned version of PygmalionAI/pygmalion-6b on the None dataset. It achieves the following results on the evaluation set:

• Loss: 1.9141
• Accuracy: 0.1596
• Entropy: 1.7788

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: 1e-05
• train_batch_size: 4
• eval_batch_size: 8
• seed: 99
• distributed_type: multi-GPU
• gradient_accumulation_steps: 2
• total_train_batch_size: 8
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.03
• num_epochs: 10.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Entropy
2.0504	1.0	238	2.0176	0.1563	1.9978
1.8932	2.0	476	1.9707	0.1584	1.9182
1.8611	3.0	714	1.9473	0.1602	1.8831
1.8206	4.0	952	1.9307	0.1604	1.8725
1.7936	5.0	1190	1.9238	0.1613	1.8354
1.7823	6.0	1428	1.9189	0.1618	1.8175
1.7742	7.0	1666	1.9150	0.1615	1.8082
1.762	8.0	1904	1.9141	0.1605	1.8145
1.7437	9.0	2142	1.9160	0.1604	1.7750
1.7358	10.0	2380	1.9141	0.1596	1.7788

Framework versions

• Transformers 4.28.1
• Pytorch 2.0.1+cu117
• Datasets 2.7.1
• Tokenizers 0.13.3