| --- |
| license: mit |
| datasets: |
| - agicorp/python_code_instructions_18k_alpaca |
| language: |
| - en |
| base_model: |
| - openai-community/gpt2 |
| pipeline_tag: text-generation |
| library_name: transformers |
| tags: |
| - code |
| --- |
| # Model Card |
|
|
| GPT2Coder is a language model that uses openAI's GPT2 model architecture, |
| the model was pre-trained on multiple code data focused on python and languages |
| such as Spanish and English. |
|
|
| - It is a pre-trained model in a medium amount of code, so it is not recommended to use it like this, but it is functional and serves uses such as fine tuning and other tasks. |
|
|
| ## Model Details |
|
|
|
|
| - **Developed by:** BueormAI |
| - **Shared by:** BueormLLC |
| - **Model type:** Transformer |
| - **Language(s) (NLP):** English (en), Spanish (es) |
| - **License:** MiT |
| - **Finetuned from model:** GPT2 Architecture |
|
|
| ## Bias, Risks, and Limitations |
|
|
| The model can generate unexpected code and output, in addition to offensive texts and non-functional code. |
|
|
|
|
| ### Recommendations |
|
|
| We recommend using the model with caution and handling its outputs with discretion as they may turn out to be non-functional outputs and harmful and dangerous code. |
|
|
| ## Training Details |
|
|
| ### Training Hyperparameters |
|
|
| - **Training regime:** fp16 mixed precision |
| - **Max_lenght:** 1024 tokens |
| - **pretrain epochs:** 1 epochs |
| - **finetuning epochs:** 2 epochs |
| |
| ## Environmental Impact |
| |
| - **Hardware Type:** GPU P100 |
| - **Hours used:** 18 hours |
| - **Cloud Provider:** Kaggle |
| |
| |
| # By Bueorm |
| Thanks to all the people who download and support our projects |
| and manage a vision towards the future with AI, we hope you will support |
| us to continue advancing and launching more followed models. |
| |
| - [Paypal Donations](https://paypal.me/bueorm) |
| - [Patreon Subscription](https://patreon.com/bueorm) |
