1.24.3.1

nferruz/1.24.3.1

1.24.3.1 is a text generation model from nferruz. Use it when you need the model to write or continue text. It is set up for transformers.

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

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Hugging Face

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At a glance

Task: Text Generation
Library: transformers
Model type: gpt2
Access: Public
Created: Jun 29, 2023
Updated: Jun 29, 2023
SHA: b39a2641

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Model card

From the Hugging Face model README

output

This model is a fine-tuned version of /home/woody/b114cb/b114cb10/zymCTRL/train/output/ on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1872

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: 8e-05
train_batch_size: 1
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5.0

Training results

Training Loss	Epoch	Step	Validation Loss
1.9089	0.09	10	0.9186
0.6625	0.18	20	0.5026
0.6228	0.27	30	0.4214
0.6733	0.35	40	0.3994
0.5581	0.44	50	0.3381
0.3853	0.53	60	0.3290
0.4146	0.62	70	0.2982
0.4702	0.71	80	0.2852
0.2309	0.8	90	0.3018
0.4707	0.88	100	0.2675
0.3001	0.97	110	0.2527
0.4044	1.06	120	0.2536
0.3605	1.15	130	0.2479
0.2309	1.24	140	0.2304
0.2481	1.33	150	0.2185
0.3251	1.42	160	0.2110
0.227	1.5	170	0.2128
0.238	1.59	180	0.2065
0.2171	1.68	190	0.2167
0.2844	1.77	200	0.2067
0.2822	1.86	210	0.2065
0.2111	1.95	220	0.2021
0.1915	2.04	230	0.2136
0.122	2.12	240	0.2245
0.1845	2.21	250	0.2035
0.1597	2.3	260	0.1980
0.1037	2.39	270	0.1939
0.109	2.48	280	0.1946
0.1312	2.57	290	0.1936
0.2261	2.65	300	0.1918
0.113	2.74	310	0.1863
0.1762	2.83	320	0.1790
0.1431	2.92	330	0.1783
0.2109	3.01	340	0.1761
0.0885	3.1	350	0.1844
0.0647	3.19	360	0.1922
0.126	3.27	370	0.1909
0.0965	3.36	380	0.1878
0.1068	3.45	390	0.1915
0.0973	3.54	400	0.1814
0.074	3.63	410	0.1835
0.0899	3.72	420	0.1821
0.1126	3.81	430	0.1807
0.0969	3.89	440	0.1776
0.0644	3.98	450	0.1764
0.049	4.07	460	0.1785
0.0466	4.16	470	0.1822
0.0545	4.25	480	0.1870
0.0391	4.34	490	0.1908
0.0614	4.42	500	0.1918
0.0597	4.51	510	0.1895
0.0461	4.6	520	0.1863
0.0456	4.69	530	0.1867
0.0438	4.78	540	0.1867
0.0394	4.87	550	0.1871
0.0454	4.96	560	0.1872

Framework versions

Transformers 4.26.1
Pytorch 1.12.1+cu116
Datasets 2.10.0
Tokenizers 0.12.1

Task: Text Generation
Library: transformers
Type: gpt2
Created: Jun 29, 2023
Updated: Jun 29, 2023