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flant5-nltosql-final-model
barunparua/flant5-nltosql-final-model
flant5-nltosql-final-model is a machine learning model from barunparua. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Apr 14, 2024
- Updated
- Apr 14, 2024
- SHA
- e14ab1f8
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. -->
flant5-nltosql-final-model
This model is a fine-tuned version of barunparua/flant5-nltosql-wikisqlandspider on the None dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.0770
- eval_rouge1: 0.7153
- eval_rouge2: 0.6805
- eval_rougeL: 0.7125
- eval_rougeLsum: 0.7129
- eval_runtime: 99.8127
- eval_samples_per_second: 4.308
- eval_steps_per_second: 2.154
- epoch: 2.0
- step: 430
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: 0.0001
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Framework versions
- Transformers 4.39.3
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- t5
- Created
- Apr 14, 2024
- Updated
- Apr 14, 2024