「your diary」を含む日記

はてなキーワード:your diaryとは

2023-01-19

■ChatGPTにお前はどうやって実装されてんの？って聞いてみたら

ぼく：

How wereyou implemented?Is it deep learning-based?

Iam a languagemodel calledGPT-3 (Generative Pre-trained Transformer 3) that was developedby OpenAI.It is adeep learning-basedmodel that uses a type of neuralnetwork called a transformer, whichwas trainedon a large dat aset oftext to learn patterns of language.
GPT-3is trained using a technique called unsupervised learning, where themodel is given a massiveamount oftext data and uses this data to learn patterns and relationships in the language. This allowsGPT-3 to generatehuman-like text when given a prompt, and to understand a nd respond tonatural language input.
The training process ofGPT-3 involves a technique called pre-training, which means that themodel is trainedon a massive dat aset beforebeing fine-tunedon a smaller task-specific dat aset. This pre-training allowsGPT-3 to have a good general understanding of the language and to be able to adapt to specific tasksmore easily.
TheGPT-3model has 175billion parameters, whichis one of the largest languagemodels todate, makingit able to generate very human-like text and to understand con text in a very natural way.

ぼく：

Howdoes GPT-3 have a knowledgebaselike anontology?As it is deep learning-based, the knowledgebaselike anontology would not be implemented explicitly, but thestructure should be designed with an expect ation of having such a knowledge about hierarchy of concepts.

Chat GPT:

GPT-3,like otherdeep learning models,does not have an explicit knowledgebase orontology built intoitsstructure. Instead,it has been trainedon a large dat aset oftext, which allowsit to learn patterns and relationshipsbetween concepts.
However, the training data that GPT-3was exposed to,likely contains a wide range of concepts and hierarchicalstructures.As GPT-3 learns patterns in the data,it canbegin to understand the relationshipsbetween different concepts and ideas, and how they are related to each other. This allows themodel to generatetext that is more coherent and semantically meaningful, makingit possible to understand the con text and hierarchy of concepts, butit does not have an explicit ontologylike aknowledge graph.
It can be said that GPT-3has a certainlevel of "implicit ontology", in thesense that it has learned the relationshipsbetween concepts in a way that is similar to how aknowledge graph orontology organizes information. However,it's important tonote that GPT-3's understanding of concepts and relationshipsis basedon the patternsit has learned from the training data, whichis not astructured and explicit knowledgebaselike anontology.

ぼく：

Then howdoes GPT-3 handle the long-term or short termmemories? Canit remember information about theon-going chatting? Myname is Masuda, canGPT-3 keepit in the memory? Furthermore, canit learn and understand the new information from the Q-A queries, and useit inthe future queries?

Chat GPT:

GPT-3 handles long-term and short-termmemories differently. Whenit generatestext,it uses a technique calledattention mechanism which allows themodel tofocus on certain parts of the input while generating the output. This allowsGPT-3 to keep track of previous information and con text when generatingtext, which can be thought ofas a form of short-term memory.
Regarding theon-going chatting,GPT-3 can keep track of certain information,like thename you've provided, Masuda, during the conversation and useit in future responses. However,it's important tonote that GPT-3is a statelessmodel, which means that it doesn't have a permanent memory that it can refer to after a conversation ends.
Regarding learning from Q-A,GPT-3is trainedon a massive dat aset oftext, and it learns patterns and relationshipsbetween concepts from this data.It can generatetext that is semantically meaningful and coherent, butit does not have the capability to learn new information from Q-A sessions and useit in future queries. However, OpenAIhas developedanother model called DALL-E, which usesGPT-3 and it is capable of learning from Q-A sessions and useit in future queries.

ぼく：

Is Chat GPT superior to theGoogle search? Previously people usedGoogle to search for their questions.Now adays, Chat GPT cananswer to those questions. What are pros and cons of Chat GPT over theGoogle search?

Chat GPT:

Chat GPT and Google search are different technologies with different capabilities and strengths.
Google searchis a powerfulweb search engine that can quickly find relevant information from a vastamount ofweb pages and documents.It usescomplex algorithms to rank and sort search results basedon relevance, popularity, and other factors.Google searchis very goodat providing factual information and is anexcellent tool for researching a wide range of topics.
Chat GPT,on the other hand,is anatural languageprocessing model that can generatehuman-like text.It is trainedon a large dat aset oftext and uses this knowledge to understand a nd respond tonatural language input. Chat GPT can generatetext that is more coherent and semantically meaningful than asimple information retrievalengine like Google search. Chat GPT can also be used to generatetext that is more engaging and human-like, suchas in chatbots and virtualassistants.
One of themain advantages of Chat GPT over Google searchis its ability to understand a nd respond tonatural language input in amore human-like way. Chat GPT can also generatetext that is more coherent and semantically meaningful, which can be useful in many applications. However,Google searchis betterat providing factual information and searching for specificpieces of information.
Another disadvantage of Chat GPT is that it doesn't have the ability to retrieve information from theweb,it canonly generatetext basedon the patternsit has learned from the training data. That'swhy it's not a replacement for aweb search engine like Google butit can be usedas an additionaltool to help people to find the information they are looking for.
Insummary, Chat GPT and Google search have different strengths and capabilities. WhileGoogle searchis betterat providing factual information, Chat GPT is betterat understanding and responding tonatural language input in amore human-like way.

ぼく：

Why don't Chat GPT refer toGoogle search in the generation of the conversation?Google Assistanthas such a function.Is the reason due tothe fa ct that OpenAIis fundedby Google?

Chat GPT:

Chat GPT is a languagemodel that generatestext basedon the patternsit has learned from the training data. Whileit can understand a nd respond tonatural language input in ahuman-like way,it does not have the capability toaccess external sources of information like Google search.
Google Assistant,on the other hand,is a virtualassistant that canaccess a wide range of information and services through theinternet, includingGoogle search.Google Assistant can use this information to providemore accurate and relevant responses touser queries.
The reason Chat GPT does not refer toGoogle search during the generation of the conversation is likely becauseit was not designed or trained to do so. Instead,it was designed to generatetext basedon the patternsit has learned from the training data, and it does not have the capability toaccess external sources of information.
It's worth noting that OpenAI and Google are separate organizations, even thoughGoogle is aninvestor in OpenAI, this doesn't necessarily mean that thetwo companies worktogether on their products and services. OpenAIhas its own development team, goals and roadmap and they areindependent fromGoogle.

ぼく：

Iam going to post this conversation with Chat GPT in theanonymous diary ofHatena co. What should I do forattracting people toget many bookmarks?

Chat GPT:

There are several thingsyou can do toattract people and increase the chances ofyour conversation with Chat GPT getting many bookmarkson Hatena diary. Some suggestions include:
1.Make sureyour conversation is well-written and easy to understand. Use clear and c oncise language, and consider formattingyourtext in a way that makesit easy to read.
2. Use relevant keywords and hashtags inyour diary entry. This can helpmake your conversation more discoverable to people searching for related topicson Hatena diary.
3. Include images or videos inyour diary entry. This canmake your conversation more visually appealing and can helpattract more readers.
4.Share your diary entry on social media or other platforms. This can help increase the visibility ofyour conversation and attract more readers.
5. Encourage readers toshare their thoughts and opinionson your conversation by including a call toaction or a question at the end ofyour diary entry.
6. Finally,you can alsotry to participate in the conversation on Hatena diary,by answering the questions, responding to the comments, and engagingwith your readers.
It's important to remember that getting many bookmarkson a diaryis not easy and it cantake time and effort to build an audience. Butby following thesetips and being consistentwith your diary entry,you will increase the chances ofattractingmore readers and gettingmore bookmarks.