https://blog.bytebytego.com/p/ep-44-how-does-chatgpt-work

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model Falso Cognato28x no texto
“After the pre-training stage, the model can complete given sentences, but it is not capable of responding to questions.”
TermoTradução
Frase de exemploAfter the pre-training stage, the model can complete given sentences, but it is not capable of responding to questions.
chatgpt14x no texto
“EP 44: How does ChatGPT work?”
TermoTradução
Frase de exemploEP 44: How does ChatGPT work?
data14x no texto
“Learn more 8 Key Data Structures That Power Modern Databases Thanks for reading ByteByteGo Newsletter!”
TermoTradução
Frase de exemploLearn more 8 Key Data Structures That Power Modern Databases Thanks for reading ByteByteGo Newsletter!
content14x no texto
“Step 2: The question is sent to a content moderation component.”
TermoTradução
Frase de exemploStep 2: The question is sent to a content moderation component.
moderation14x no texto
“Step 2: The question is sent to a content moderation component.”
TermoTradução
Frase de exemploStep 2: The question is sent to a content moderation component.
response13x no texto
“If the input doesn’t pass content moderation, it goes straight to template response generation.”
TermoTradução
Frase de exemploIf the input doesn’t pass content moderation, it goes straight to template response generation.
input10x no texto
“The model takes a question as input and learns to generate an answer similar to the training data.”
TermoTradução
Frase de exemploThe model takes a question as input and learns to generate an answer similar to the training data.
training9x no texto
“Training.”
TermoTradução
Frase de exemploTraining.
answers9x no texto
“Collect training data (questions and answers), and fine-tune the pre-trained model on this data.”
TermoTradução
Frase de exemploCollect training data (questions and answers), and fine-tune the pre-trained model on this data.
questions8x no texto
“After the pre-training stage, the model can complete given sentences, but it is not capable of responding to questions.”
TermoTradução
Frase de exemploAfter the pre-training stage, the model can complete given sentences, but it is not capable of responding to questions.
bytebytego6x no texto
“Learn more 8 Key Data Structures That Power Modern Databases Thanks for reading ByteByteGo Newsletter!”
TermoTradução
Frase de exemploLearn more 8 Key Data Structures That Power Modern Databases Thanks for reading ByteByteGo Newsletter!
subscribe6x no texto
“Subscribe for free to receive new posts and support my work.”
TermoTradução
Frase de exemploSubscribe for free to receive new posts and support my work.
amazon6x no texto
“Companies like Amazon and Plaid use Retool to build apps and workflows that help teams work faster.”
TermoTradução
Frase de exemploCompanies like Amazon and Plaid use Retool to build apps and workflows that help teams work faster.
given6x no texto
“After the pre-training stage, the model can complete given sentences, but it is not capable of responding to questions.”
TermoTradução
Frase de exemploAfter the pre-training stage, the model can complete given sentences, but it is not capable of responding to questions.
user6x no texto
“Answer a prompt Step 1: The user enters the full question, “Explain how a classification algorithm works”.”
TermoTradução
Frase de exemploAnswer a prompt Step 1: The user enters the full question, “Explain how a classification algorithm works”.
sent6x no texto
“Step 2: The question is sent to a content moderation component.”
TermoTradução
Frase de exemploStep 2: The question is sent to a content moderation component.
component Falso Cognato6x no texto
“Step 2: The question is sent to a content moderation component.”
TermoTradução
Frase de exemploStep 2: The question is sent to a content moderation component.
template6x no texto
“If the input doesn’t pass content moderation, it goes straight to template response generation.”
TermoTradução
Frase de exemploIf the input doesn’t pass content moderation, it goes straight to template response generation.
learning5x no texto
“Use reinforcement learning (PPO optimization) to fine-tune the model so the model's answers are more accurate.”
TermoTradução
Frase de exemploUse reinforcement learning (PPO optimization) to fine-tune the model so the model's answers are more accurate.
pre-training5x no texto
“After the pre-training stage, the model can complete given sentences, but it is not capable of responding to questions.”
TermoTradução
Frase de exemploAfter the pre-training stage, the model can complete given sentences, but it is not capable of responding to questions.
architecture Falso Cognato4x no texto
“The simplicity of the architecture is amazing.”
TermoTradução
Frase de exemploThe simplicity of the architecture is amazing.
retool4x no texto
“Retool is a new approach.”
TermoTradução
Frase de exemploRetool is a new approach.
explain4x no texto
“We attempted to explain how it works in the diagram below.”
TermoTradução
Frase de exemploWe attempted to explain how it works in the diagram below.
process4x no texto
“The process can be broken down into two parts.”
TermoTradução
Frase de exemploThe process can be broken down into two parts.
pre-trained4x no texto
“Collect training data (questions and answers), and fine-tune the pre-trained model on this data.”
TermoTradução
Frase de exemploCollect training data (questions and answers), and fine-tune the pre-trained model on this data.
fine-tune4x no texto
“Collect training data (questions and answers), and fine-tune the pre-trained model on this data.”
TermoTradução
Frase de exemploCollect training data (questions and answers), and fine-tune the pre-trained model on this data.
optimization4x no texto
“Use reinforcement learning (PPO optimization) to fine-tune the model so the model's answers are more accurate.”
TermoTradução
Frase de exemploUse reinforcement learning (PPO optimization) to fine-tune the model so the model's answers are more accurate.
prompt4x no texto
“Answer a prompt Step 1: The user enters the full question, “Explain how a classification algorithm works”.”
TermoTradução
Frase de exemploAnswer a prompt Step 1: The user enters the full question, “Explain how a classification algorithm works”.
passes4x no texto
“Steps 3-4: If the input passes content moderation, it is sent to the chatGPT model.”
TermoTradução
Frase de exemploSteps 3-4: If the input passes content moderation, it is sent to the chatGPT model.
pass4x no texto
“If the input doesn’t pass content moderation, it goes straight to template response generation.”
TermoTradução
Frase de exemploIf the input doesn’t pass content moderation, it goes straight to template response generation.
fine-tuning1x no texto
“This stage is a 3-step process that turns the pre-trained model into a question-answering ChatGPT model.”
TermoTradução
Frase de exemploThis stage is a 3-step process that turns the pre-trained model into a question-answering ChatGPT model.
content moderation1x no texto
“The question is sent to a content moderation component.”
TermoTradução
Frase de exemploThe question is sent to a content moderation component.
reinforcement learning1x no texto
“Use reinforcement learning (PPO optimization) to fine-tune the model.”
TermoTradução
Frase de exemploUse reinforcement learning (PPO optimization) to fine-tune the model.
transparent Falso Cognato1x no texto
“The cost is also transparent.”
TermoTradução
Frase de exemploThe cost is also transparent.
scalability1x no texto
“It is essential to set up a monitoring framework for cost transparency.”
TermoTradução
Frase de exemploIt is essential to set up a monitoring framework for cost transparency.
deployment1x no texto
“Over time, the cost starts to accumulate on subscriptions and deployment consulting.”
TermoTradução
Frase de exemploOver time, the cost starts to accumulate on subscriptions and deployment consulting.
algorithm Falso Cognato1x no texto
“Explain how a classification algorithm works.”
TermoTradução
Frase de exemploExplain how a classification algorithm works.
data structures1x no texto
“8 Key Data Structures That Power Modern Databases.”
TermoTradução
Frase de exemplo8 Key Data Structures That Power Modern Databases.
relevant Falso Cognato1x no texto
“Rank these answers from most relevant to least relevant.”
TermoTradução
Frase de exemploRank these answers from most relevant to least relevant.
subscription1x no texto
“The cost starts to accumulate on subscriptions and deployment consulting.”
TermoTradução
Frase de exemploThe cost starts to accumulate on subscriptions and deployment consulting.