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gpt2-finetuned-cXg-nl-to-code – AI Model by SashaSheykina | AlphaNeural AI

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SashaSheykina/
gpt2-finetuned-cXg-nl-to-code

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text-generation

Code Generation

Text Generation

generated_from_trainer

openai-community/gpt2

autotrain_compatible

text-generation-inference

endpoints_compatible

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gpt2-finetuned-cXg-nl-to-code

This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 6.4614
Rouge1: 0.0220
Rouge2: 0.0014
Rougel: 0.0148
Bleu: 0.3339
Meteor: 0.0862
Codebleu: 0.2699

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: 4
eval_batch_size: 4
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

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1