We're excited to announce our new service offering: GPT-3 fine tuning as a service.
If you're looking to achieve better results, reduce latency, and save costs on a wide range of natural language processing (NLP) tasks, we're here to help.
*Note we're currently at capacity and not accepting new clients, but feel free to reach out if you'd like to join the waitlist for an initial consultation.
What is GPT-3 Fine Tuning?
As you probably already know, GPT-3 is a state-of-the-art language model developed by OpenAI. It has the ability to generate human-like text, complete tasks such as translation and summarization, and even create original content.
However, as powerful as GPT-3 and ChatGPT already are, it can sometimes struggle to perform optimally on specific tasks or in specific industries. As the OpenAI docs highlight:
Base GPT-3 models do a good job at answering questions when the answer is contained within the paragraph, however if the answer isn't contained, the base models tend to try their best to answer anyway, often leading to confabulated answers.
In order to solve this and augment GPT-3, we can either use fine tuning or the Embeddings & Completions API to create factual Q&A assistants, and much more.
GPT-3 Fine Tuning & Embeddings Use Cases
Here are some potential business use cases for GPT-3 fine-tuning or the Embeddings API, along with some examples of how the technology could be used.
You can also check out relevant articles we've written on GPT-3 fine-tuning below:
- Fine Tuning GPT-3: Building a Custom Q&A Bot
- Fine-Tuning GPT-3: Building a Crypto Research Assistant
- Fine-Tuning GPT-3: Building an IPO Research Assistant
- Fine-Tuning GPT-3: Building an Earnings Call Assistant
- Fine-Tuning GPT-3: Using Embeddings for Semantic Search, Classification & Regression
- OpenAI Whisper + GPT-3 Fine Tuning: Summarizing YouTube Videos
Also, if you want to see how you can use the Embeddings & Completions API to build simple web apps using Streamlit, check out our video tutorials below:
- MLQ Academy: Create a Custom Q&A Bot with GPT-3 & Embeddings
- MLQ Academy: PDF to Q&A Assistant using Embeddings & GPT-3
- MLQ Academy: Build a YouTube Video Assistant Using Whisper & GPT-3
- MLQ Academy: Build a GPT-3 Enabled Earnings Call Assistant
- MLQ Academy: Building a GPT-3 Enabled App with Streamlit
1. Financial analysis & research assistant
GPT-3 fine tuning can be used to improve the efficiency of financial analysis and research by training the model on a dataset of financial data and news articles. For example, a financial institution could use GPT-3 fine tuning to generate more accurate stock price predictions or to analyze market trends.
2. Customer service & documentation
GPT-3 fine tuning also be used for customer support by training the model on a dataset of customer inquiries and responses. For example, a company could use GPT-3 fine tuning to generate responses to common customer questions or assist with more complex inquiries by providing relevant documentation sections.
3. Marketing and advertising
GPT-3 fine tuning can be used to help with a wide variety of marketing & advertisiting releated tasks, such as copy, identifying target audiences, and generating ideas for new campaigns. For example, marketing agencies can use GPT-3 fine tuning to generate content for social media posts or to assist with client work.
4. Legal document analysis and contract review
GPT-3 fine tuning can be used to improve the process of legal document analysis and contract review by training the model on a dataset of legal documents and contracts specific to your case. For example, a law firm could use GPT-3 fine tuning to analyze contracts for potential issues or assist their associates with due diligence.
5. Software development
GPT-3 fine tuning can be used to help with tasks such as bug detection, code completion, and even to generate code from natural language descriptions. For example, a software development agency could use GPT-3 fine tuning to assist with debugging or to generate code snippets for client requests.
These are just a few examples of the potential business use cases for GPT-3 fine tuning. Overall, the potential applications of GPT-3 fine tuning are nearly limitless, and the technology has the potential to revolutionize a wide range of industries.
What's Included?
There are three pricing tiers to choose from: Starter, Standard, and Premium.
Starter: Embeddings or Fine Tuning Only
If you choose the Starter option, this means you already have your data preprocessed (for examle, prompts and completions extracted), and you just need help with the fine-tuning process. This option is perfect for those who already have a good understanding of their use case and just need a little help getting the most out of GPT-3.
Price: Contact Us
Standard: Data Preprocessing + Fine Tuning or Embeddings
The Standard option is ideal for those who have a dataset, but need help with data preprocessing (i.e. preparing the data for training). This option includes additional support and guidance to help you get the most out of your fine-tuning process.
Price: Contact Us
Premium: Data Collection + Preprocessing + Fine Tuning or Embeddings
The Premium option is for those who don't have any data and need help scraping it or extracting it from an API. This option includes everything in the Standard option, as well as having our team handle the data collection process for you.
Price: Contact Us
After the fine-tuning or Embeddings process is complete, you'll receive an augmented version of GPT-3 that is tailored specifically to your use case.
If you're looking to get the most out of GPT-3 for your specific needs, please fill out the form below with details about your use case and we'll get back to you shortly.
Submit GPT-3 Fine Tuning Request
If you have any other questions about GPT-3 fine tuning, you can just submit the form and we'll be happy to discuss your use case.
