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codet5-python-doc-generator-v2 – AI Model by Azirqui | AlphaNeural AI
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Azirqui
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codet5-python-doc-generator-v2
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peft
tensorboard
safetensors
adapter
lora
transformers
Salesforce/codet5-small
apache-2.0
us
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codet5-python-doc-generator-v2
This model is a fine-tuned version of
Salesforce/codet5-small
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.0036
Rouge1: 0.9894
Rouge2: 0.9853
Rougel: 0.9894
Rougelsum: 0.9894
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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Rouge1
Rouge2
Rougel
Rougelsum
0.0046
1.0
12278
0.0046
0.9898
0.9856
0.9899
0.9899
0.0043
2.0
24556
0.0038
0.9891
0.9849
0.9891
0.9891
0.0044
3.0
36834
0.0036
0.9894
0.9853
0.9894
0.9894
Framework versions
PEFT 0.18.1
Transformers 4.44.2
Pytorch 2.10.0+cu128
Datasets 4.6.1
Tokenizers 0.19.1
