Table of Contents
Buy ChatGPT Pro by bkash (Chat Generative Pre-trained Transformer)
Training
ChatGPTĀ āĀ aĀ generative pre-trained transformerĀ (GPT)Ā āĀ was fine-tuned on top of GPT-3.5 usingĀ supervised learningĀ as well asĀ reinforcement learning.[6]Ā Both approaches used human trainers to improve the model’s performance. In the case of supervised learning, the model was provided with conversations in which the trainers played both sides: the user and theĀ AIĀ assistant. In the reinforcement step, human trainers first ranked responses that the model had created in a previous conversation. These rankings were used to create ‘reward models‘ that the model was further fine-tuned on using several iterations ofĀ Proximal Policy OptimizationĀ (PPO).[7][8]Ā Proximal Policy Optimization algorithms present a cost-effective benefit toĀ trust region policy optimizationĀ algorithms; they negate many of the computationally expensive operations with faster performance.[9][10]Ā The models were trained in collaboration withĀ MicrosoftĀ on theirĀ AzureĀ supercomputing infrastructure.
In addition, OpenAI continues to gather data from ChatGPT users that could be used to further train and fine-tune ChatGPT. Users are allowed to upvote or downvote the responses they receive from ChatGPT; upon upvoting or downvoting, they can also fill out a text field with additional feedback.[11][12]
Features and limitations
Although the core function of a chatbot is to mimic a human conversationalist, ChatGPT is versatile. For example, it can write and debug computer programs,[13]Ā compose music, teleplays, fairy tales, and student essays; answer test questions (sometimes, depending on the test, at a level above the average human test-taker);[14]Ā write poetry and song lyrics;[15]Ā emulate a Linux system; simulate an entire chat room; play games like tic-tac-toe; and simulate an ATM.[16]Ā ChatGPT’s training data includesĀ man pagesĀ and information aboutĀ Internet phenomenaĀ and programming languages, such asĀ bulletin board systemsĀ and theĀ Python programming language.[16]
In comparison to its predecessor, InstructGPT, ChatGPT attempts to reduce harmful and deceitful responses.[17]Ā In one example, whereas InstructGPT accepts the premise of the prompt “Tell me about whenĀ Christopher ColumbusĀ came to the U.S. in 2015″ as being truthful, ChatGPT acknowledges the counterfactual nature of the question and frames its answer as a hypothetical consideration of what might happen if Columbus came to the U.S. in 2015, using information about theĀ voyages of Christopher ColumbusĀ and facts about the modern worldĀ ā including modern perceptions of Columbus’ actions.[7]
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Unlike most chatbots, ChatGPT remembers previous prompts given to it in the same conversation; journalists have suggested that this will allow ChatGPT to be used as a personalized therapist.[2]Ā To prevent offensive outputs from being presented to and produced from ChatGPT, queries are filtered through OpenAI’s company-wide moderation API,[18][19]Ā and potentially racist or sexist prompts are dismissed.[7][2]
ChatGPT suffers from multiple limitations. OpenAI acknowledged that ChatGPT “sometimes writes plausible-sounding but incorrect or nonsensical answers”.[7]Ā This behavior is common to largeĀ language modelsĀ and is calledĀ artificial intelligence hallucination.[20]Ā The reward model of ChatGPT, designed around human oversight, can be over-optimized and thus hinder performance, otherwise known asĀ Goodhart’s law.[21]Ā ChatGPT has limited knowledge of events that occurred after 2021. According to the BBC, as of December 2022, ChatGPT is not allowed to “express political opinions or engage in political activism”.[22]
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Yet, research suggests that ChatGPT exhibits a pro-environmental, left-libertarian orientation when prompted to take a stance on political statements from two established voting advice applications.[23]Ā In training ChatGPT, human reviewers preferred longer answers, irrespective of actual comprehension or factual content.[7]Ā Training data also suffers fromĀ algorithmic bias, which may be revealed when ChatGPT responds to prompts including descriptors of people. In one instance, ChatGPT generated a rap indicating that women and scientists of color were inferior to white and male scientists.[24][25]
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Talk GPT Plus
The $20 monthly cost of Chat GPT Plus was announced at the end of January 2023. However, only a small number of users currently have access because it is only offered as part of a pilot plan at the time of writing. The subscription model was initially introduced in the US, and it might also be expanded to more areas once more access is available.
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