Model Card for Cerebras 1.3b Dollyfied.

This is a finetuned model of Cerebras 1.3b model. using DataBricksLabs Dolly Framework

Model Details

Model Description

This is a finetuned version of cerebras' 1.3Billion paramater model that has been trained to follow instructions.

It was accomplished using DataBricks Dolly training tools, and was trained for 2 epochs.

• Developed by: Finetuned by Corianas (me) using open source tools
• Shared by [optional]: [More Information Needed]
• Model type: [More Information Needed]
• Language(s) (NLP): EN
• License: cc-by-nc-4.0
• Finetuned from model: https://huggingface.co/cerebras/Cerebras-GPT-111m
• Finetuned using: https://www.databricks.com/blog/2023/03/24/hello-dolly-democratizing-magic-chatgpt-open-models.html

Uses

This is a simple GPT chatbot that has been finetuned to understand instructions. Its knowledge about facts about the world is should be considered suspect at best.

Direct Use

If you have a use you put it to, Please let me know.

[More Information Needed]

Downstream Use [optional]

[More Information Needed]

Out-of-Scope Use

Any form of use where any form of accuracy is needed. FOR THE LOVE OF GOD DO NOT FOLLOW MEDICAL ADVICE FROM THIS. or financial advice.

[More Information Needed]

Bias, Risks, and Limitations

Limitations... Yes, I am sure there are so so many.

Environmental Impact

Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).

• Hardware Type: 8xA100s (accomplished while I was downloading the model I was actually training.)
• Minutes used: 17
• Cloud Provider: LambdaGPU
• Compute Region: USA
• Carbon Emitted: [More Information Needed]

Open LLM Leaderboard Evaluation Results

Detailed results can be found here