metadata

license: other
license_name: stem.ai.mtl
license_link: LICENSE
language:
  - en
tags:
  - phi-2
  - electrical engineering
  - Microsoft
datasets:
  - STEM-AI-mtl/Electrical-engineering
  - garage-bAInd/Open-Platypus

Model Card for Model ID

This is the adapters from the LoRa fine-tuning of the phi-2 model from Microsoft. It was trained on the Electrical-engineering dataset combined with garage-bAInd/Open-Platypus.

Developed by: STEM.AI
Model type: Q&A and code generation
Language(s) (NLP): English
Finetuned from model [optional]: microsoft/phi-2

Direct Use

Q&A related to electrical engineering, and Kicad software. Creation of Python code in general, and for Kicad's scripting console.

Refer to @microsoft/phi-2 model card for recommended prompt format.

Training Details

Training Data

Dataset related to electrical engineering: STEM-AI-mtl/Electrical-engineering

Combined with

Dataset related to STEM and NLP: garage-bAInd/Open-Platypus

Training Procedure

A LoRa PEFT was performed on a 48 Gb A40 Nvidia GPU.

Model Card Authors [optional]

STEM.AI: stem.ai.mtl@gmail.com William Harbec