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c-deobfuscate-mt – AI Model by ckb | AlphaNeural AI

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ckb/
c-deobfuscate-mt

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text2text-generation

generated_from_trainer

text-generation-inference

endpoints_compatible

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c-deobfuscate-mt

This model is a fine-tuned version of Salesforce/codet5-base on an unknown dataset. It achieves the following results on the evaluation set:

eval_loss: 0.5207
eval_bleu: 65.8038
eval_gen_len: 266.6
eval_runtime: 13.5258
eval_samples_per_second: 1.109
eval_steps_per_second: 0.148
epoch: 40.0
step: 960

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: 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: 100
mixed_precision_training: Native AMP

Framework versions

Transformers 4.20.1
Pytorch 1.12.0
Datasets 2.3.2
Tokenizers 0.12.1