Model Details
Model Description
- Developed by: Andron00e
- Language(s) (NLP): Python (PyTorch, transformers, peft)
- License: apache-2.0
- Finetuned from model: openlm-research/open_llama_3b
Model Sources [optional]
- Repository: https://github.com/Andron00e/Fine-Tuning-project
Training Data
https://huggingface.co/datasets/Open-Orca/OpenOrca
Evaluation
Evaluation of the model was carried out using EulerAI library, more precisely
Testing Data
hellaswag testing dataset
Metrics
Accuracy
Results and Model Examination
| Task | Version | Metric | Value | Stderr | |
|---|---|---|---|---|---|
| hellaswag | 0 | acc | 0.4899 | ± | 0.0050 |
| acc_norm | 0.6506 | ± | 0.0048 |
Citations
@software{openlm2023openllama,
author = {Geng, Xinyang and Liu, Hao},
title = {OpenLLaMA: An Open Reproduction of LLaMA},
month = May,
year = 2023,
url = {https://github.com/openlm-research/open_llama}
}
@software{eval-harness,
author = {Gao, Leo and
Tow, Jonathan and
Biderman, Stella and
Black, Sid and
DiPofi, Anthony and
Foster, Charles and
Golding, Laurence and
Hsu, Jeffrey and
McDonell, Kyle and
Muennighoff, Niklas and
Phang, Jason and
Reynolds, Laria and
Tang, Eric and
Thite, Anish and
Wang, Ben and
Wang, Kevin and
Zou, Andy},
title = {A framework for few-shot language model evaluation},
month = sep,
year = 2021,
publisher = {Zenodo},
version = {v0.0.1},
doi = {10.5281/zenodo.5371628},
url = {https://doi.org/10.5281/zenodo.5371628}
}