Source: Google

Build Your Own ChatGPT with New Fine-Tuning Feature From OpenAI

Build Your Own ChatGPT with New Fine-Tuning Feature From OpenAI

The AI unicorn says that, with proper training, a fine tuned version of GPT-3.5 can outperform GPT-4 in certain tasks.

Source: Google

Source: Google

OpenAI is on a roll, announcing back-to-back upgrades that allow users to customize two of its buzziest AI models.

Source: Google

The company revealed last month that ChatGPT users can now provide "custom instructions" to personalize the chatbot's responses. Now, OpenAI announced that fine-tuning is available for GPT-3.5 Turbo, allowing AI developers to achieve improved performance on specialized tasks through specialized data.

Source: Google

These enhancements could allow the company to maintain its leadership over well-funded competitors like Google’s Bard or Anthropic’s Claude.

Source: Google

“We've just launched fine-tuning for GPT-3.5 Turbo," OpenAI announced on Twitter. "Fine-tuning lets you train the model on your company's data and run it at scale.”

Source: Google

"Early tests have shown that fine-tuned GPT-3.5 Turbo can match or exceed GPT-4 on narrow tasks,” it added.

Source: Google

OpenAI explained that with fine-tuning, developers can directly shape GPT-3.5 Turbo's skills to fit their needs. For instance, a developer could fine-tune GPT-3.5 Turbo to generate bespoke code or summarize legal documents in flawless German after feeding it a corpus of existing data from across the client's enterprise.

Source: Google

This capability is especially valuable for businesses and developers building tailored user experiences. For example, companies can fine-tune the model to align with their brand voice to ensure that a chatbot has a complementary personality and tone.

Source: Google

The power of customization can also be seen in the Stable Diffusion developer community. Fine-tuned SD v1.5 models have achieved a quality level that outperform the base model, the more capable v2.1, and even be compare favorably to the top-of-the-line SDXL that was just recently launched.