ChatGPT (Chat Generative Pre-trained Transformer) is a powerful language-generating machine learning model that has achieved remarkable accuracy levels, even passing the Turing Test. This impressive feat can be attributed to prior rigorous training – prior to 2022 – utilizing massive datasets collected from the web without human labeling. The continual monitoring and fine-tuning of the model for specific tasks with additional labeled sets remains a fundamental part of its improvement process.
Tasks ChatGPT excels at include:
- Providing answers to questions.
- Completing a given text or a phrase.
- Writing fiction and non-fiction content from prompts.
- Producing humanlike chatbot responses.
- Generating computer code.
- Translating text from one language to another.
- Performing calculations.
- Summarizing a given text.
- Classifying text into different categories.
- Analyzing text sentiment.
- Generating text that summarizes data in tables and spreadsheets.
- Responding to user input in a conversational manner.
No wonder we have competitors to internet’s Favourite ChatGPT
1. OPT
Meta recently released the Open Pretrained Transformer, or OPT, as an alternative to the GPT model. Interestingly, it has comparable accuracy levels when it comes to Zero-Shot Natural Language Processing evaluation and other exciting qualities that make it a formidable rival to the GPT model.
2. PALM
In order to understand why the PALM model is so groundbreaking, we must first explore Google’s Pathways Architecture and the large language models it produces. That being said, for those of you who prefer to jump right into the PALM model, simply scroll down. The details surrounding Pathways will be discussed at the end of this section.
3. BLOOM
BLOOM was founded to challenge and counteract the impact of Big Tech Companies on large models. These major corporations have been devoting huge amounts of processing power to their research that are not available to most researchers and academics, leading to a lack of independent review for the findings. It is our hope that BLOOM can help level the playing field and make it easier for non-tech firms to check and double-check Big Tech’s claims.
4. Google: LAMDA
LAMDA, in the same vein as ChatGPT, is built on the Transformer neural network architecture developed by Google Research and launched in 2017. This architecture enables a model to be trained by looking at words within a given phrase or paragraph, attention to their relationship with each other, and predicting which words may appear next.
5. Character AI
Character AI offers a cutting-edge chatbot technology which allows users to communicate and take part in role-playing with a wide range of characters, from real historical figures such as Queen Elizabeth, William Shakespeare and more, to fictional characters like Draco Malfoy. This innovative technology is something completely unique, enabling users the chance to converse with those both living and dead.
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