Can I use this for both image and text models?

Yes, it is designed to handle various architectures, such as ResNet for computer vision tasks and BERT for natural language processing.

Does the skill handle data preprocessing?

Yes, it automatically generates the necessary code to validate, format, and preprocess your data to ensure compatibility with the pre-trained model's input requirements.

How does it track the success of the fine-tuning process?

The skill implements validation steps and reports key performance indicators (KPIs) such as accuracy, precision, recall, and F1-score.

Which machine learning frameworks does this skill support?

The skill generates code primarily for popular Python-based ML frameworks including TensorFlow and PyTorch.

Transfer Learning Adapter

Name: Transfer Learning Adapter
Author: jeremylongshore

byjeremylongshore

•

896

Data Science & ML

Automates the fine-tuning and adaptation of pre-trained machine learning models for specific datasets and tasks.

About

This skill streamlines the transfer learning workflow by automating model adaptation, data validation, and performance optimization. It enables developers to quickly repurpose state-of-the-art models—such as ResNet for computer vision or BERT for natural language processing—for new applications by generating framework-specific code in PyTorch or TensorFlow. By handling complex preprocessing, architectural modifications, and performance reporting, it significantly reduces the time and resources required to deploy high-performing models on specialized datasets.

Key Features

Real-time performance monitoring and KPI reporting
Automatic generation of model artifacts and documentation
Integrated data validation and preprocessing pipelines
Support for cross-domain model adaptation (Vision, NLP, etc.)
Automated fine-tuning code generation for PyTorch and TensorFlow
896 GitHub stars

Use Cases

Fine-tuning large language models for domain-specific sentiment analysis
Optimizing existing models to improve performance on specialized industry datasets
Adapting a pre-trained vision model for niche image classification tasks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills adapting-transfer-learning-models

For use in Claude.ai and ChatGPT

Download Skill

GitHub