tiny-llama-1b-text-to-sql_MAIN

This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-step-50K-105b on the generator 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
• train_batch_size: 3
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 2
• total_train_batch_size: 6
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: constant
• lr_scheduler_warmup_ratio: 0.03
• num_epochs: 5

Training results

accuracy = 70.90%

Framework versions

• PEFT 0.12.0
• Transformers 4.43.3
• Pytorch 2.1.2
• Datasets 2.16.1
• Tokenizers 0.19.1