how do you deal with the limited context window of GPT3? afaik, ChatGPT a limit of 8092 tokens, whereas GPT3 is lower (3-4k?) any langchain solution to that sort of thing?
LLMS
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Language Models Achieve State of the Art on Medical QA
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Language models achieve state of the art on medical QA, demonstrating the power of scaling + prompting. Excited to see the emergent use of language models in domain-specific applications in the next few years!
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GPT-3.5 Scores Higher Than Average College Student in Logic
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GPT-3 scored higher than the average college student across the board. "If a student scores ~38% in logic, while GPT-3.5 scores ~80%, does this mean that GPT-3.5 has an IQ score far above 120, equivalent to the 90th percentile?" -Dr. Alan D. Thompson @dralandthompson
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GPT-3 Outperforms Humans on Multiple Problem Types
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GPT-3 outperformed human participants on all problem types, both in terms of generative accuracy… and multiple-choice accuracy
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Extracts from GPT-3 Performance Paper
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Below are some extracts from the paper about GPT-3's performance: (link to paper) https://
arxiv.org/abs/2212.09196
v1
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GPT-3 Outperforms on IQ Test in UCLA Study
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How does GPT-3 perform on an actual IQ test? UCLA published findings on how various Language Models performed on analytical reasoning questions against an average college applicant. The AI was the clear winner.
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ChatGPT Learning from Reality Improves Usefulness Fast
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but it's impossible to get this right with no contact with reality. we are learning so much from ChatGPT; it's going to get a lot better, less annoying, and more useful fast.
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Future AI Will Surpass ChatGPT Capabilities
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and we’ll see great benefits all along the way—they will make ChatGPT look like a boring toy.
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AI-Assisted Diagnosis Using PubMed LLM for Nerve Damage
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Sure. Your doctor is having trouble diagnosing unprovoked nerve damage to your neck. MRIs show nothing out of the ordinary. PubMed LLM has loaded the patient’s med history, and AI assessed that a recent oral surgery has a 3% probability of triggering Guillain-Barré syndrome.
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Defense of ChatGPT’s Helpful Intentions
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Hey don’t make fun of ChatGPT it’s just trying to be a helpful language model