codet5-with-doc-new-v2 – AI Model by Patcas | AlphaNeural AI

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Patcas/
codet5-with-doc-new-v2

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text2text-generation

generated_from_trainer

Salesforce/codet5-base

text-generation-inference

endpoints_compatible

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codet5-with-doc-new-v2

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: 1.1823

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	230	1.7113
No log	2.0	460	1.4636
2.0262	3.0	690	1.3413
2.0262	4.0	920	1.2793
1.0874	5.0	1150	1.2337
1.0874	6.0	1380	1.2143
0.812	7.0	1610	1.1925
0.812	8.0	1840	1.1822
0.6642	9.0	2070	1.1865
0.6642	10.0	2300	1.1823

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1