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11123010-40f3-45fc-a013-d08f465a8700

PEFT
Safetensors
starcoder2
axolotl
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metadata
library_name: peft
license: bigcode-openrail-m
base_model: bigcode/starcoder2-3b
tags:
  - axolotl
  - generated_from_trainer
model-index:
  - name: 11123010-40f3-45fc-a013-d08f465a8700
    results: []

Built with Axolotl

11123010-40f3-45fc-a013-d08f465a8700

This model is a fine-tuned version of bigcode/starcoder2-3b on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0422

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: 0.000216
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 160
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 32
  • optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_steps: 100
  • training_steps: 500

Training results

Training Loss Epoch Step Validation Loss
No log 0.0007 1 0.9349
0.4634 0.3465 500 0.0422

Framework versions

  • PEFT 0.13.2
  • Transformers 4.46.0
  • Pytorch 2.5.0+cu124
  • Datasets 3.0.1
  • Tokenizers 0.20.1