submitted 6 months ago by barsoap@lemm.ee to c/technology@lemmy.world

29 comments fedilink hide all child comments

A new paper suggests diminishing returns from larger and larger generative AI models. Dr Mike Pound discusses.

The Paper (No "Zero-Shot" Without Exponential Data): https://arxiv.org/abs/2404.04125

you are viewing a single comment's thread
view the rest of the comments

[-] barsoap@lemm.ee 35 points 6 months ago

There are lots of ways to improve LLMs that aren’t just increasing the parameter size

The paper isn't about parameter size but the need for exponentially more training data to get a mere linear increase in output performance.

this post was submitted on 09 May 2024

85 points (85.7% liked)

Technology

59583 readers

2499 users here now

This is a most excellent place for technology news and articles.

Our Rules

Follow the lemmy.world rules.
Only tech related content.
Be excellent to each another!
Mod approved content bots can post up to 10 articles per day.
Threads asking for personal tech support may be deleted.
Politics threads may be removed.
No memes allowed as posts, OK to post as comments.
Only approved bots from the list below, to ask if your bot can be added please contact us.
Check for duplicates before posting, duplicates may be removed

founded 1 year ago

MODERATORS