Hugging Face's logo

Vedx04
/
peft-starcoder-lora-T4

PEFT
TensorBoard
Safetensors
Generated from Trainer
Model card Files Metrics Community
peft-starcoder-lora-T4 / README.md
Vedx04's picture
Vedx04
End of training
f74d553 verified
preview code
|
raw
history blame contribute delete
1.39 kB
metadata
license: bigcode-openrail-m
library_name: peft
tags:
  - generated_from_trainer
base_model: bigcode/starcoderbase-1b
model-index:
  - name: peft-starcoder-lora-T4
    results: []

peft-starcoder-lora-T4

This model is a fine-tuned version of bigcode/starcoderbase-1b on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.9165

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: 0.0005
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_steps: 30
  • training_steps: 100

Training results

Training Loss Epoch Step Validation Loss
1.0395 1.0 100 0.9165

Framework versions

  • PEFT 0.10.0
  • Transformers 4.38.2
  • Pytorch 2.1.2
  • Datasets 2.1.0
  • Tokenizers 0.15.2