metadata

license: apache-2.0
library_name: peft
tags:
  - generated_from_trainer
base_model: google/flan-t5-small
model-index:
  - name: flan-t5-small-sql
    results: []

flan-t5-small-sql

This model is a fine-tuned version of google/flan-t5-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1668

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: 0.001
train_batch_size: 16
eval_batch_size: 16
seed: 42
distributed_type: multi-GPU
num_devices: 8
total_train_batch_size: 128
total_eval_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10.0

Training results

Training Loss	Epoch	Step	Validation Loss
0.4073	6.33	500	0.1755

Framework versions

PEFT 0.7.1
Transformers 4.38.0
Pytorch 2.1.2+cu121
Datasets 2.17.0
Tokenizers 0.15.2