课程: Generative AI: Working with Large Language Models
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GPT-3 use cases
- Open AI provides access to GPT-3 via an API, and you can sign up for an account if you want to try these out. So let's take a look at a couple of examples. So let's head over to the playground and let's select classification from the dropdown list. Now this is a classification example available by default. Let's go ahead and clear this and let's enter this one. So the following is a list of companies and the categories they fall into. So Unilever is a consumer goods. Uber is to do with transportation and technology, Burger King, fast food, Intel, computer chips. Now if we go ahead and enter FedEx, and you can see that the model correctly responds with delivery. Now let's enter Facebook and select submit. Now that looks like a reasonable category. Now we all know that Facebook rebranded to Meta at the end of 2021. So what happens if we enter Meta instead? Now, if you look up the notes for Open AI's model training…
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内容
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GPT-34 分钟 32 秒
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GPT-3 use cases5 分钟 27 秒
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Challenges and shortcomings of GPT-34 分钟 17 秒
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GLaM3 分钟 6 秒
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Megatron-Turing NLG Model1 分钟 59 秒
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Gopher5 分钟 23 秒
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Scaling laws3 分钟 14 秒
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Chinchilla7 分钟 53 秒
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BIG-bench4 分钟 24 秒
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PaLM5 分钟 49 秒
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OPT and BLOOM2 分钟 51 秒
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GitHub models2 分钟 43 秒
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Accessing Large Language Models using an API6 分钟 25 秒
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Inference time vs. pre-training4 分钟 5 秒
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