GPT2_V2

Taeyeun72/GPT2_V2

GPT2_V2 is a text generation model from Taeyeun72. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.

should probably proofread and complete it, then remove this comment. --

Downloads · 30 days

1% of all-time downloads

All-time downloads

511

Public

Parameters

124M

498 MB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors498 MB · 100%

At a glance

Task: Text Generation
Library: transformers
License: mit
Model type: gpt2
Access: Public
Created: Nov 29, 2023
Updated: Nov 29, 2023
SHA: b4cfd191

Base models

Model card

From the Hugging Face model README

gpt2-cs00

This model is a fine-tuned version of gpt2 on the gpt2-cs00 dataset. It achieves the following results on the evaluation set:

Loss: 1.3143

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: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 1000
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
11.0601	0.02	200	1.8848
1.8408	0.05	400	1.7685
1.7219	0.07	600	1.6998
1.7133	0.09	800	1.6720
1.6776	0.12	1000	1.6420
1.6309	0.14	1200	1.7187
1.6157	0.16	1400	1.6025
1.5546	0.18	1600	1.5661
1.4834	0.21	1800	1.5589
1.5641	0.23	2000	1.5451
1.5133	0.25	2200	1.5195
1.5373	0.28	2400	1.5099
1.498	0.3	2600	1.5026
1.4382	0.32	2800	1.4915
1.4585	0.35	3000	1.4937
1.4493	0.37	3200	1.4737
1.403	0.39	3400	1.4713
1.4216	0.42	3600	1.4573
1.4204	0.44	3800	1.4684
1.5143	0.46	4000	1.4458
1.5003	0.48	4200	1.4115
1.4828	0.51	4400	1.4446
1.4098	0.53	4600	1.4133
1.4208	0.55	4800	1.4178
1.401	0.58	5000	1.3915
1.3639	0.6	5200	1.4326
1.3752	0.62	5400	1.3989
1.4016	0.65	5600	1.3873
1.4157	0.67	5800	1.3792
1.4421	0.69	6000	1.3809
1.4024	0.72	6200	1.3780
1.4031	0.74	6400	1.4014
1.4033	0.76	6600	1.4148
1.4009	0.78	6800	1.3824
1.4519	0.81	7000	1.3795
1.377	0.83	7200	1.3762
1.4153	0.85	7400	1.3608
1.4112	0.88	7600	1.3853
1.409	0.9	7800	1.3728
1.4125	0.92	8000	1.3661
1.3637	0.95	8200	1.3609
1.3902	0.97	8400	1.3591
1.4463	0.99	8600	1.3665
1.3782	1.02	8800	1.3634
1.3468	1.04	9000	1.3728
1.3339	1.06	9200	1.3712
1.3171	1.09	9400	1.3557
1.357	1.11	9600	1.3723
1.3791	1.13	9800	1.3617
1.3888	1.15	10000	1.3477
1.3923	1.18	10200	1.3512
1.342	1.2	10400	1.3538
1.3485	1.22	10600	1.3595
1.3523	1.25	10800	1.3623
1.3881	1.27	11000	1.3416
1.3741	1.29	11200	1.3523
1.3869	1.32	11400	1.3442
1.3545	1.34	11600	1.3490
1.3571	1.36	11800	1.3491
1.3396	1.39	12000	1.3510
1.3713	1.41	12200	1.3341
1.3165	1.43	12400	1.3376
1.3236	1.45	12600	1.3364
1.3028	1.48	12800	1.3322
1.3671	1.5	13000	1.3403
1.3295	1.52	13200	1.3377
1.3807	1.55	13400	1.3264
1.3714	1.57	13600	1.3271
1.3249	1.59	13800	1.3388
1.3656	1.62	14000	1.3319
1.2864	1.64	14200	1.3321
1.352	1.66	14400	1.3497
1.3599	1.69	14600	1.3268
1.3191	1.71	14800	1.3339
1.3136	1.73	15000	1.3336
1.3338	1.75	15200	1.3265
1.3528	1.78	15400	1.3363
1.3538	1.8	15600	1.3196
1.2879	1.82	15800	1.3335
1.3217	1.85	16000	1.3376
1.3657	1.87	16200	1.3257
1.3351	1.89	16400	1.3262
1.3469	1.92	16600	1.3299
1.3053	1.94	16800	1.3329
1.3332	1.96	17000	1.3212
1.3466	1.99	17200	1.3317
1.3743	2.01	17400	1.3302
1.3227	2.03	17600	1.3332
1.2728	2.05	17800	1.3450
1.3239	2.08	18000	1.3414
1.3661	2.1	18200	1.3243
1.298	2.12	18400	1.3315
1.2974	2.15	18600	1.3310
1.3174	2.17	18800	1.3224
1.3121	2.19	19000	1.3233
1.3527	2.22	19200	1.3211
1.3712	2.24	19400	1.3143
1.2873	2.26	19600	1.3302
1.306	2.29	19800	1.3211
1.3161	2.31	20000	1.3242
1.308	2.33	20200	1.3176
1.3403	2.35	20400	1.3143
1.3688	2.38	20600	1.3195
1.2743	2.4	20800	1.3230
1.2892	2.42	21000	1.3287
1.3782	2.45	21200	1.3137
1.3331	2.47	21400	1.3148
1.3182	2.49	21600	1.3220
1.2542	2.52	21800	1.3332
1.2879	2.54	22000	1.3229
1.316	2.56	22200	1.3181
1.2989	2.59	22400	1.3155
1.3095	2.61	22600	1.3218
1.2457	2.63	22800	1.3185
1.3053	2.65	23000	1.3168
1.3036	2.68	23200	1.3180
1.2861	2.7	23400	1.3117
1.3	2.72	23600	1.3208
1.3026	2.75	23800	1.3147
1.3006	2.77	24000	1.3211
1.3477	2.79	24200	1.3140
1.2851	2.82	24400	1.3208
1.2859	2.84	24600	1.3172
1.3286	2.86	24800	1.3151
1.3237	2.89	25000	1.3148
1.3503	2.91	25200	1.3133
1.27	2.93	25400	1.3138
1.2998	2.96	25600	1.3151
1.3461	2.98	25800	1.3143

Framework versions

Transformers 4.35.2
Pytorch 2.1.1+cu118
Datasets 2.15.0
Tokenizers 0.15.0

Task: Text Generation
Library: transformers
Type: gpt2
License: mit
Languages: ko
Created: Nov 29, 2023
Updated: Nov 29, 2023