Hugging Face's logo

lesso12
/
08f05f46-40c8-4e23-a322-1435410772ac

PEFT
Safetensors
llama
axolotl
Generated from Trainer
Model card Files Community
08f05f46-40c8-4e23-a322-1435410772ac / README.md
lesso12's picture
lesso12
End of training
706b9f6 verified
preview code
|
raw
history blame contribute delete
1.82 kB
metadata
library_name: peft
license: cc-by-sa-4.0
base_model: defog/sqlcoder-7b-2
tags:
  - axolotl
  - generated_from_trainer
model-index:
  - name: 08f05f46-40c8-4e23-a322-1435410772ac
    results: []

Built with Axolotl

08f05f46-40c8-4e23-a322-1435410772ac

This model is a fine-tuned version of defog/sqlcoder-7b-2 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8692

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: 0.000212
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 120
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 32
  • optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_steps: 100
  • training_steps: 500

Training results

Training Loss Epoch Step Validation Loss
No log 0.0001 1 2.2434
0.8856 0.0255 500 0.8692

Framework versions

  • PEFT 0.13.2
  • Transformers 4.46.0
  • Pytorch 2.5.0+cu124
  • Datasets 3.0.1
  • Tokenizers 0.20.1