Row 50054

Row ID: 50054 | Dataset Entry | Axioma AXP Content Repository

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LLMs are basically a collection of billions of dials that control a flow from input to output. When the model is trained, it goes through every dial and turns them a tiny amount in the direction that brings the training data input closer to the training data output. You can let the computer do that for several months and then look at how all the billions of dials have adjusted themselves and not be able to make any sense of it.

Once you have this research that allows you to make sense of it, you can modify the algorithm to adjust the dials so that they get to the place they need to be faster, or more effectively, etc.

When people call ai a black box they aren’t lying though. They’re too complicated for humans to understand, they aren’t programmed manually

FieldValue
text LLMs are basically a collection of billions of dials that control a flow from input to output. When the model is trained, it goes through every dial and turns them a tiny amount in the direction that brings the training data input closer to the training data output. You can let the computer do that for several months and then look at how all the billions of dials have adjusted themselves and not be able to make any sense of it. Once you have this research that allows you to make sense of it, yo…
label r/tech
dataType comment
communityName r/tech
datetime 2024-05-22
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Raw Record

{
  "text": "LLMs are basically a collection of billions of dials that control a flow from input to output. When the model is trained, it goes through every dial and turns them a tiny amount in the direction that brings the training data input closer to the training data output. You can let the computer do that for several months and then look at how all the billions of dials have adjusted themselves and not be able to make any sense of it.\n\nOnce you have this research that allows you to make sense of it, you can modify the algorithm to adjust the dials so that they get to the place they need to be faster, or more effectively, etc. \n\nWhen people call ai a black box they aren’t lying though. They’re too complicated for humans to understand, they aren’t programmed manually",
  "label": "r/tech",
  "dataType": "comment",
  "communityName": "r/tech",
  "datetime": "2024-05-22",
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}
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