mergisi/falcon7binstruct_text_to_sql_optimized_v7
019
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falcon7binstructtexttosqloptimized_v6
This model is a fine-tuned version of vilsonrodrigues/falcon-7b-instruct-sharded on an unknown dataset.
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: 0.0002
- trainbatchsize: 16
- evalbatchsize: 8
- seed: 42
- gradientaccumulationsteps: 8
- totaltrainbatch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lrschedulertype: constant
- lrschedulerwarmup_ratio: 0.03
- training_steps: 180
- mixedprecisiontraining: Native AMP
Training results
Framework versions
- PEFT 0.7.2.dev0
- Transformers 4.36.0
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0