finetune_starcoder2 / README.md
wraps's picture
Update README.md
a6c665a verified
metadata
license: bigcode-openrail-m
library_name: peft
tags:
  - trl
  - sft
  - generated_from_trainer
base_model: bigcode/starcoder2-3b
model-index:
  - name: finetune_starcoder2
    results: []
datasets:
  - wraps/flutter-codegen

finetune_starcoder2

This model is a fine-tuned version of bigcode/starcoder2-3b on wrapss/flutter-codegen.

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: 2
  • eval_batch_size: 8
  • seed: 0
  • gradient_accumulation_steps: 8
  • 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: 20
  • training_steps: 1000

Training results

Framework versions

  • PEFT 0.8.2
  • Transformers 4.39.0.dev0
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2