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Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

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Indhold leveret af Igor Melnyk. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Igor Melnyk eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

This paper explores scaling inference compute by increasing sample generation, demonstrating improved problem-solving coverage and performance across tasks, while highlighting challenges in selecting correct solutions from multiple samples.

https://arxiv.org/abs//2407.21787

YouTube: https://www.youtube.com/@ArxivPapers

TikTok: https://www.tiktok.com/@arxiv_papers

Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016

Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers

--- Support this podcast: https://podcasters.spotify.com/pod/show/arxiv-papers/support

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1645 episoder

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Manage episode 431845373 series 3524393
Indhold leveret af Igor Melnyk. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Igor Melnyk eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

This paper explores scaling inference compute by increasing sample generation, demonstrating improved problem-solving coverage and performance across tasks, while highlighting challenges in selecting correct solutions from multiple samples.

https://arxiv.org/abs//2407.21787

YouTube: https://www.youtube.com/@ArxivPapers

TikTok: https://www.tiktok.com/@arxiv_papers

Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016

Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers

--- Support this podcast: https://podcasters.spotify.com/pod/show/arxiv-papers/support

  continue reading

1645 episoder

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