README.md

metadata

base_model: ybelkada/falcon-7b-sharded-bf16
tags:
  - generated_from_trainer
  - falcon
model-index:
  - name: results
    results: []
datasets:
  - Clinton/Text-to-sql-v1

AI2sql

This model is a fine-tuned version of ybelkada/falcon-7b-sharded-bf16 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
• train_batch_size: 4
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 4
• total_train_batch_size: 16
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: constant
• lr_scheduler_warmup_ratio: 0.03
• training_steps: 500
• mixed_precision_training: Native AMP

Training results

Framework versions

• Transformers 4.35.2
• Pytorch 2.1.0+cu118
• Datasets 2.15.0
• Tokenizers 0.15.0