@leonderczynski : Efficient NLP methods - an up-to-date survey, to appear in TACL. We cover efficiency wrt: * Data * Model design * Pre-training * Fine-tuning * Inference & compression * Hardware utilization * Evaluation * Model selection This was a blast to co-produce! arxiv.org/abs/22509.00099 • TwiCopy

Leon Derczynski ✍🏻 🍂🍏

@leonderczynski

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NLP/ML/language/security. Principal research scientist @NVIDIA, & Prof @ITUkbh. Views ostensibly professional. llmsec stan acct

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linkhttps://bsky.app/profile/leonderczynski.bsky.social calendar_today28-01-2012 19:18:00

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Leon Derczynski ✍🏻 🍂🍏

@leonderczynski

2 years ago

Efficient NLP methods - an up-to-date survey, to appear in TACL. We cover efficiency wrt: * Data * Model design * Pre-training * Fine-tuning * Inference & compression * Hardware utilization * Evaluation * Model selection This was a blast to co-produce! arxiv.org/abs/2209.00099

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