Top 6 GPT-3 Open-Source Alternatives

Since OpenAI released GPT-3 (2020), several artificial intelligence competitors have come out, with each one promising similar natural language processing capabilities, at little to no cost. Although powerful, GPT-3 is very expensive, prompting high demand for equally intelligent but more affordable Large-scale Language Models (LLMs).

Keep reading to learn more about GPT-3, the pricing model, and the different GPT-3 open-source alternatives.

What Is GPT-3?

GPT-3 is a large language model developed by San Francisco-based research lab OpenAI on June 11, 2020. The term GPT standards for Generative Pre Trained Transformer. It is a successor to GPT-2. It is a neural network Machine Learning (ML) model trained on around 570 GB of internet text, including public non-curated data from Common Crawl, Wikipedia, and other texts chosen by OpenAI. With this data, GPT-3 can respond to text inputs of virtually any size with human-like intelligence. It can answer questions, write essays, write computer code, summarize long text, translate languages, and even create functional apps.

As a predictive language model, GPT-3 can take text inputs and predict what the next inputs will most likely be. The accuracy of these predictions primarily depends on the quality and quantity of the ML model training data. The better and larger the data sets, the more accurate the predictions will be. Since its release, OpenAI has continually updated GPT-3 to produce fewer toxic responses, resulting in less harmful and deceitful language. GPT-3 is the engine that powers other OpenAI apps, including the AI chatbot, ChatGPT, and the Artificial Intelligence (AI) image generator, Dall-E. GPT-3 was succeeded by GPT-3.5 and GPT-4 in 2022.

What Is GPT-3’s Pricing Model?

GPT-3 has four different large language models, called Ada, Babbage, Curie, and DaVinci, each with its own pricing model and level of intelligence. Their level of intelligence depends on the number of parameters that the model is trained on. For instance, Ada is trained on 350 million parameters, and DaVinci is trained on 175 billion parameters. This makes Ada the fastest, lowest cost, and least intelligent model and DaVinci the slowest, highest cost, and most intelligent of the other models. OpenAI charges GPT-3 on a pay-as-you-go basis with a token-based currency system. For comparison, the price of Ada is $0.0004 per 1k tokens, and the price of DaVinci is $0.0300 per 1k tokens. Every 100 tokens give you 75 words, so you’d receive 750 words per 1k tokens.

For small, isolated tasks, such as writing a 5,000-word essay or producing a few eCommerce product descriptions, GPT-3 is affordable. But for organizations with large-scale, ongoing content writing and coding tasks, the price of GPT-3 can balloon considerably. Also, this price does not account for the cost of quality assurance in AI - hiring people to review, edit, and proofread the content that GPT-3 produces. For these reasons, GPT-3 open-source alternatives are cropping up everywhere, and with more options come more choices.

Recommended GPT3 Open-source Alternatives

There are many GPT-3 open-source alternatives out there. Just like the different language models offered by Open AI, each one has different capabilities based on the number of training parameters. Most GPT-3 alternatives are free to use, but a few do charge a fee on a pay-to-use basis, such as Jurassic-1 by AI21 Labs. For the purpose of this article, each GPT-3 alternative will be free to use. You are, of course, welcome to do your own research and seek out paid alternatives that better meet your needs.

Why Choose Orient Software for AI Services?

At Orient Software, we are up to date on the latest AI technology and LLMs. Our dedicated team of AI experts specializes in developing cloud-based and end-to-end platforms. We create and integrate robust, scalable, and high-performing LLM solutions into organizations across various industries, from customer relationships to human resources management to data mining to financial services.

Whether you want us to incorporate AI into your existing workflow or you require a new AI product from scratch, we take the time to comprehend your unique requirements and deliver a custom solution that suits your own needs and budget.

Also, as part of our artificial intelligence services and solutions, we provide expert AI consulting services. We identify your needs, assess the risks, and provide ongoing guidance and support to ensure you are on the right track. We have experience working with a wide range of LLMs, including GPT-3 (and later iterations), ChatGPT, LaMDA, and AlexaTM, to name a few.

Orient Software is the company you can trust for AI-related services around the world. We are committed to helping you leverage the latest AI technologies in order to minimize risk, boost productivity, increase cost savings, and streamline business operations.

Get in touch with Orient software today and discover how we can help you make the most of the latest AI technology.