codet5Base-Doc-step-1 – AI Model by Patcas | AlphaNeural AI

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Patcas/
codet5Base-Doc-step-1

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text2text-generation

generated_from_trainer

Salesforce/codet5-base

text-generation-inference

endpoints_compatible

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codet5Base-Doc-step-1

This model is a fine-tuned version of Salesforce/codet5-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.0759

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: 2e-05
train_batch_size: 1
eval_batch_size: 1
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 30

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	230	1.5475
No log	2.0	460	1.2669
2.0737	3.0	690	1.1299
2.0737	4.0	920	1.0710
1.0726	5.0	1150	1.0345
1.0726	6.0	1380	1.0217
0.7523	7.0	1610	1.0132
0.7523	8.0	1840	1.0215
0.544	9.0	2070	0.9870
0.544	10.0	2300	0.9926
0.4227	11.0	2530	1.0094
0.4227	12.0	2760	1.0106
0.4227	13.0	2990	1.0087
0.3384	14.0	3220	1.0196
0.3384	15.0	3450	1.0264
0.2754	16.0	3680	1.0283
0.2754	17.0	3910	1.0341
0.2371	18.0	4140	1.0493
0.2371	19.0	4370	1.0506
0.207	20.0	4600	1.0526
0.207	21.0	4830	1.0518
0.1761	22.0	5060	1.0600
0.1761	23.0	5290	1.0644
0.1735	24.0	5520	1.0668
0.1735	25.0	5750	1.0635
0.1735	26.0	5980	1.0726
0.1487	27.0	6210	1.0711
0.1487	28.0	6440	1.0760
0.1451	29.0	6670	1.0757
0.1451	30.0	6900	1.0759

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1