metadata

license: bigcode-openrail-m
base_model: bigcode/santacoder
tags:
  - generated_from_trainer
model-index:
  - name: SantacoderPEFTLORA-MBPP
    results: []

SantacoderPEFTLORA-MBPP

This model is a fine-tuned version of bigcode/santacoder on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 4.1006

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: 2e-05
train_batch_size: 4
eval_batch_size: 4
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: cosine
lr_scheduler_warmup_steps: 50
training_steps: 470

Training results

Training Loss	Epoch	Step	Validation Loss
4.3567	1.0	470	4.1006

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2