rakhman-llm/code-synthesis-java-snippet

1---2library_name: transformers3license: apache-2.04base_model: Salesforce/codet5-base5tags:6- generated_from_trainer7model-index:8- name: code-synthesis-java-snippet9  results: []10---11 12<!-- This model card has been generated automatically according to the information the Trainer had access to. You13should probably proofread and complete it, then remove this comment. -->14 15# code-synthesis-java-snippet16 17This model is a fine-tuned version of [Salesforce/codet5-base](https://huggingface.co/Salesforce/codet5-base) on an unknown dataset.18It achieves the following results on the evaluation set:19- Loss: 0.290120 21## Model description22 23More information needed24 25## Intended uses & limitations26 27More information needed28 29## Training and evaluation data30 31More information needed32 33## Training procedure34 35### Training hyperparameters36 37The following hyperparameters were used during training:38- learning_rate: 2e-0539- train_batch_size: 240- eval_batch_size: 241- seed: 4242- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-0843- lr_scheduler_type: linear44- num_epochs: 345- mixed_precision_training: Native AMP46 47### Training results48 49| Training Loss | Epoch | Step  | Validation Loss |50|:-------------:|:-----:|:-----:|:---------------:|51| 0.4031        | 1.0   | 4812  | 0.3220          |52| 0.3386        | 2.0   | 9624  | 0.2959          |53| 0.3268        | 3.0   | 14436 | 0.2901          |54 55 56### Framework versions57 58- Transformers 4.45.159- Pytorch 2.4.060- Datasets 3.0.161- Tokenizers 0.20.062