lmind_nq_train600_eval300_v1_recite_qa_gpt2-xl

This model is a fine-tuned version of gpt2-xl on the tyzhu/lmind_nq_train600_eval300_v1_recite_qa dataset. It achieves the following results on the evaluation set:

• Loss: 0.3660
• Accuracy: 0.8407

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-05
• train_batch_size: 16
• eval_batch_size: 16
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: constant
• num_epochs: 20.0

Training results

Training Loss	Epoch	Step	Accuracy	Validation Loss
2.4392	0.51	47	0.5938	2.1629
2.2015	1.01	94	0.6250	1.8377
1.5193	1.52	141	0.6524	1.8218
1.405	2.02	188	0.6983	1.2418
0.8654	2.53	235	0.7264	1.0606
0.7158	3.03	282	0.7665	0.7902
0.4185	3.54	329	0.7867	0.6745
0.4556	4.04	376	0.8105	0.5201
0.253	4.55	423	0.8198	0.4699
0.1895	5.05	470	0.8301	0.4096
0.1649	5.56	517	0.8323	0.3918
0.1468	6.06	564	0.8367	0.3684
0.1179	6.57	611	0.8377	0.3645
0.1171	7.08	658	0.8394	0.3590
0.0953	7.58	705	0.8402	0.3537
0.0831	8.09	752	0.8400	0.3615
0.0824	8.59	799	0.8408	0.3527
0.0764	9.1	846	0.8410	0.3586
0.0731	9.6	893	0.8408	0.3589
0.0637	10.11	940	0.3618	0.8412
0.069	10.61	987	0.3563	0.8415
0.0636	11.12	1034	0.3650	0.8409
0.0663	11.62	1081	0.3554	0.8418
0.0636	12.13	1128	0.3675	0.8409
0.0632	12.63	1175	0.3590	0.8418
0.0605	13.14	1222	0.3635	0.8413
0.0621	13.65	1269	0.3558	0.8413
0.0579	14.15	1316	0.3682	0.8410
0.0618	14.66	1363	0.3653	0.8405
0.0552	15.16	1410	0.3661	0.8413
0.0619	15.67	1457	0.3596	0.8416
0.0536	16.17	1504	0.3710	0.8414
0.0602	16.68	1551	0.3609	0.8418
0.054	17.18	1598	0.3759	0.8410
0.0635	17.69	1645	0.3597	0.8414
0.0536	18.19	1692	0.3750	0.8410
0.0588	18.7	1739	0.3684	0.8414
0.0713	19.2	1786	0.3691	0.8411
0.0704	19.71	1833	0.3638	0.8413

Framework versions

• Transformers 4.34.0
• Pytorch 2.1.0+cu121
• Datasets 2.14.5
• Tokenizers 0.14.1