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