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Model Details
Model Description
This is a finetuned version of Google's code-gemma-7b model on text-to-sql task on 1000 samples of lamini/bird_text_to_sql dataset.
Training Hyperparameters
- Epochs=1
- optimizer=paged_adamw_8bit
- learning_rate=0.0002
- warmup_ratio=0.05
- lr_scheduler_type=linear
- weight_decay=0.01
- max_seq_length=512
- lora_rank=128
- lora_alpha=32
- lora_dropout=0.1