ok so probably spent around 10 hours total on this and finished it up to a point where I am comfortable using it for my final project. check out the code here: https://
github.com/alexalbertt/Gp
tAuthorChat
… here's what it looks like
@alexalbert__
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GPT Author Chat Project Completed After 10 Hours of Development
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Chat Management: Saving, Organization, and Sharing Features
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save specific chat(or thread) along with a file system – store good responses and code snippets. multiple instances of chats that I can switch between if I am working on different things at the same time
sharing – implement shareable links or an easier way to screenshot chats -
Pivoting Strategy: Improving Results Through Better Prompt Architecture
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so now I am pivoting and basically just going to try better prompt architecture within the application to get good results, I had some fun playing around with simple prompts like this already so I know it could work somewhat well
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Fine-tuned Models Producing Poor Results: Data Quality Issues
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but the results from the fine-tuned models were trash and the responses I was getting were really bad I am assuming it takes either significantly more refined prompt/completion data than what I gave it or just more data (both could be true)
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Fine-tuning models is easy but data preparation remains challenging
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it was easy to fine-tune the models (sorta, gathering and cleaning the data sucked and it doesn't look like there is any easy automatic process to do this yet in terms of a simple online tool)
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Initial Fine-Tuning Approach: Breaking Books into Chunks and Generating Questions
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initial approach: oh this seems not too bad, I read this doc https://
beta.openai.com/docs/guides/fi
ne-tuning
… and was like yeah I can just break up the authors' books into chunks and generate some simple questions for each chunk and then use that to fine-tune the model -
Philosophy Author Chatbot Project Using GPT-3 Fine-Tuning
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philosophy author chatbot thing w gpt background: need to create something for my philosophy of AI class idea: fine-tune gpt3 models on text from authors we have read in class and create a chat application where users can talk to these models
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Philosophy Author Chatbot Project Using Fine-tuned GPT-3 Models
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philosophy author chatbot thing w gpt background: need to create something for my philosophy of AI class idea: fine-tune gpt3 models on text from authors we have read in class and create a chat application where users can talk to these models
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AI Character Creation Platform Inspired by Character.ai Before ChatGPT
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note: inspired by similar to something like http://
character.ai, but also came up with this a few weeks before chatgpt was released so a little foreshadowing there