Eileithyia-20b-LORA / README.md
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metadata
license: cc-by-nc-4.0
base_model: athirdpath/Harmonia-20B
tags:
  - generated_from_trainer
model-index:
  - name: lora
    results: []

Built with Axolotl

lora

This model is a fine-tuned version of athirdpath/Harmonia-20B on the same dataset as Eileithyia-13b. It achieves the following results on the evaluation set:

  • Loss: 1.6941

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: 8e-05
  • train_batch_size: 6
  • eval_batch_size: 6
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 24
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_steps: 10
  • num_epochs: 5

Training results

Training Loss Epoch Step Validation Loss
2.0833 1.41 10 1.9357
1.8053 2.81 20 1.7229
1.7493 4.15 30 1.6941

Framework versions

  • Transformers 4.35.2
  • Pytorch 2.0.1+cu118
  • Datasets 2.15.0
  • Tokenizers 0.15.0