Open-Source "Skeet" Enables Easy Customization of Generative AIs like ChatGPT, Vertex AI, and Now Supports Fine-tuning with GPT-3.5
Open-Source "Skeet" Enables Easy Customization of Generative AIs like ChatGPT, Vertex AI, and Now Supports Fine-tuning with GPT-3.5
ELSOUL LABO B.V. (Headquarters: Amsterdam, Netherlands) has announced the
release of version 1.4.0 of "Skeet AI," a plugin for the open-source "Skeet,"
allowing easy customization of generative AIs such as ChatGPT and Vertex AI for
in-house use.
Skeet is an open-source, TypeScript-based serverless framework that can build
full-stack apps on GCP (Google Cloud) and Firebase.
From API servers to Web, iOS, and Android apps, everything can be rapidly
developed using TypeScript.
With this update, Skeet now allows easy execution of GPT-3.5's Fine-tuning using
TypeScript.
Skeet AI (GitHub): https://github.com/elsoul/skeet-ai
Fine-tuning with ChatGPT's GPT-3.5 Turbo
The benefits of fine-tuning are as follows:
- Generation of high-quality responses
- Application of more examples
- Cost savings (reduction in token count and processing time)
In initial tests, the fine-tuned "GPT-3.5 Turbo" has been reported to
demonstrate performance equal to or greater than "GPT-4" in specific narrow
tasks.
With Skeet, fine-tuning with GPT-3.5 Turbo can be easily executed, and the
resulting model is ready to be integrated into applications.
Tools are also provided to create datasets for fine-tuning (in JSONL format)
from various data formats (such as Markdown documents), allowing for consistent
and rapid customization of AI models and application development leveraging
them.
We will continue to enhance a wide range of development support for utilizing
AI, building a faster and more convenient development environment.
Skeet is developed as open-source to reduce development and maintenance costs
for application developers worldwide and enhance the developer experience.
For more details, please refer to the official documentation.
Skeet Documentation: https://skeet.dev/en/
