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codeGen-finetuned-cXg-nl-to-code
SashaSheykina/codeGen-finetuned-cXg-nl-to-code
codeGen-finetuned-cXg-nl-to-code is a text generation model from SashaSheykina. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as bsd-3-clause.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- bsd-3-clause
- Model type
- codegen
- Access
- Public
- Created
- Jul 24, 2024
- Updated
- Jul 24, 2024
- SHA
- 248a321e
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Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
codeGen-finetuned-cXg-nl-to-code
This model is a fine-tuned version of Salesforce/codegen-350M-mono on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 3.5272
- Rouge1: 0.0884
- Rouge2: 0.0056
- Rougel: 0.0624
- Bleu: 1.2799
- Meteor: 0.1132
- Codebleu: 0.2059
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: 32
- eval_batch_size: 64
- 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
- Task
- Text Generation
- Library
- transformers
- Type
- codegen
- License
- bsd-3-clause
- Created
- Jul 24, 2024
- Updated
- Jul 24, 2024