metadata

license: bigcode-openrail-m
library_name: peft
tags:
  - generated_from_trainer
base_model: bigcode/starcoder
model-index:
  - name: peft-lora-starcoder15B-personal-copilot-A100-40GB-colab-zyx
    results: []

peft-lora-starcoder15B-personal-copilot-A100-40GB-colab-zyx

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

Loss: 0.6542

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: 0.0002
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
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: 30
training_steps: 100

Training results

Training Loss	Epoch	Step	Validation Loss
1.1645	1.0	100	0.6542

Framework versions

PEFT 0.7.1.dev0
Transformers 4.36.0.dev0
Pytorch 2.1.0+cu118
Datasets 2.15.0
Tokenizers 0.15.0