README.md

metadata

license: mit
tags:
  - generated_from_trainer
model-index:
  - name: gpt2-shakespeare
    results: []

gpt2-shakespeare

This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 2.0269

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-05
• train_batch_size: 32
• eval_batch_size: 64
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 280
• num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.11	100	2.7142
No log	0.21	200	2.4752
No log	0.32	300	2.3674
No log	0.42	400	2.3177
2.9171	0.53	500	2.2626
2.9171	0.63	600	2.2268
2.9171	0.74	700	2.2035
2.9171	0.84	800	2.1836
2.9171	0.95	900	2.1626
2.5537	1.05	1000	2.1444
2.5537	1.16	1100	2.1314
2.5537	1.26	1200	2.1192
2.5537	1.37	1300	2.1096
2.5537	1.47	1400	2.0968
2.4399	1.58	1500	2.0868
2.4399	1.68	1600	2.0765
2.4399	1.79	1700	2.0675
2.4399	1.89	1800	2.0606
2.4399	2.0	1900	2.0556
2.4006	2.1	2000	2.0491
2.4006	2.21	2100	2.0454
2.4006	2.31	2200	2.0389
2.4006	2.42	2300	2.0372
2.4006	2.52	2400	2.0326
2.3532	2.63	2500	2.0316
2.3532	2.73	2600	2.0286
2.3532	2.84	2700	2.0276
2.3532	2.94	2800	2.0269

Framework versions

• Transformers 4.26.1
• Pytorch 1.13.1+cu116
• Datasets 2.9.0
• Tokenizers 0.13.2