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
TOOLS
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Initial Fine-Tuning Approach: Breaking Books into Chunks and Generating Questions
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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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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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Model Builders Platform Emerges as Third Major AI Infrastructure
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We’re maybe between cloud and models as #3 platform that model builders use to build and distribute models (like code builders use github to build and distribute code)
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Building Data Lakes with Snowflake: ETL Architecture Guide
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Builiding a Data Lake using Snowflake: This article was published as a part of the Data Science Blogathon. Introduction to Snowflake When we talk about the “doing” part of data engineering, people usually want to say something about ETL, like, “How is… https://
analyticsvidhya.com/blog/2022/10/b
uiliding-a-data-lake-using-snowflake/?utm_source=dlvr.it&utm_medium=twitter
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LangChain and Weaviate Integration Coming Soon
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LangChain 🤝 Weaviate… coming soon? https://t.co/7GRg8VYpx3
— LangChain (@LangChain) 1 décembre 2022LangChain Weaviate… coming soon?
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ML Evolution: From Hardware-Dependent to Affordable Software Solutions
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🔥 but already outdated now you can do it in 5 mins without any hardware for $1 haha https://t.co/FvYFyxV0wk. ML moves too fast these days!
— clem 🤗 (@ClementDelangue) 1 décembre 2022but already outdated now you can do it in 5 mins without any hardware for $1 haha https://
x.com/multimodalart/
status/1598260506460311557
…. ML moves too fast these days! -
Ludwig AI Poster at PyTorch Conference NeurIPS 2022
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Headed to #PyTorchConference at #neurips2022 tomorrow? Check out Predibase founding engineer Justin Zhao's poster on http://
Ludwig.ai. Justin will share how @ludwig_ai makes it easy to build end-to-end #ML pipelines with a config-driven approach. http://
pbase.ai/pytorchconf22 -
Text Classification Techniques and Applications
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7/ Classify. Here we want to group a list of text pieces into two or more classes. Example: Classify the sentiment of a social post into positive, negative, or neutral.