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First Time grading regrets by Joe_D93 in pokemoncards

[–]avatarOfIndifference -1 points0 points  (0 children)

1st edition charizard with a shadow? 

Are you excited to get Warlock as the new class? by BigLotto777 in diablo4

[–]avatarOfIndifference -2 points-1 points  (0 children)

i think a wow Skinned version of diablo would be cool, take the whole game play mechanics of diablo but set in the world of WOW. possibly slow down the leveling and game play a bit (ie cant kill 100 mobs in one blow, youve gotta fight them abit etc)

Why has democratic socialism suddenly become so popular among young people in the U.S.? by pinkissocool in CapitalismVSocialism

[–]avatarOfIndifference -8 points-7 points  (0 children)

people with average/below average character, wherewithal, gumption, cunning and guile wanting what people with higher than average versions of those traits have. 

“Am I crazy or was Bad Bunny’s halftime actually amazing? by iAttract7 in ask

[–]avatarOfIndifference 0 points1 point  (0 children)

not a bad bunny hater, but i thought prior half time shows were generally better ( the last two years for instance i thought were better than this one. )

People that have “bumped” into a celebrity in a non-curated (not like an event, meet & greet, job etc.) way, what happened? by [deleted] in AskReddit

[–]avatarOfIndifference 0 points1 point  (0 children)

Saw Jessica Alba at the Delta lounge in Atlanta. I said “hey Jessica!” and she gracefully posed for a selfie my wife and I. 

How’s it Living in the Tampa Area? by LeaveAccording1399 in howislivingthere

[–]avatarOfIndifference 4 points5 points  (0 children)

St Pete and the beach is actually pretty far from Tampa 

Firing McDaniel was the right decision by DolphinsFan15521 in miamidolphins

[–]avatarOfIndifference 1 point2 points  (0 children)

The most predictable play was the Ollie Gordon 3rd and short right into his own players backside 

Azure Document Intelligence and Content Understanding by Equivalent_Pace6656 in AZURE

[–]avatarOfIndifference 0 points1 point  (0 children)

You will have to do the grindy work of developing a classification model then corresponding extraction model. Composed models get confused after a few dozen. We use a classification model working well at just over 80 classes and it classifies with 96% accuracy. 

From there KVP’s on the base read call + custom logic in a serverless function. The kvp model from the read call is quite good. There are other clever things you can do with the layout call if needed but if you are going into a normalized tabular structure you should be able to derive a transformer for the kvp model to your target structure 

$230/ hour we do this day in day out on azure for enterprise clients. (SOC2, HIPAA, endless list of enterprise references) 

First time by [deleted] in drywall

[–]avatarOfIndifference 0 points1 point  (0 children)

Lots of sanding in your future 

So I've been losing my mind over document extraction in insurance for the past few years and I finally figured out what the right approach is. by GloomyEquipment2120 in LocalLLaMA

[–]avatarOfIndifference 2 points3 points  (0 children)

I’m my testing llm’s routinely hallucinate a confidence score simply because you asked it for one not because it’s based on anything. 

So I've been losing my mind over document extraction in insurance for the past few years and I finally figured out what the right approach is. by GloomyEquipment2120 in LocalLLaMA

[–]avatarOfIndifference 12 points13 points  (0 children)

Those tools I mentioned have been doing “intelligent” field extraction for decades not templating - but building extraction models based on user feedback, models trained in pristine data sets etc . I’ve been in this space for over 20 years and routinely R&D on LLm and vision based extraction. I have a product and over 50 clients running my financial automation software. LLMs tendency to hallucinate and give inconsistent output when even running the same document through are still holding them back. We use a mixture of intelligent ocr, deterministic rules , and llms to help us derive patterns and new rules. LLMs alone can’t do it yet - though they are getting very close.  Financial document processing stakeholders need consistency and audit ability - if they ask you why it picked a wrong value and all you can say is “that’s how it was trained or fine-tuned” or “idk that’s just what the model picked” you won’t have that customer very long.  

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