WebLook into Sparsegpt that uses a mask to remove weights. It can remove sometimes 50% of weights with little effect on perplexity in models such as BLOOM and the OPT family. This is really cool. I just tried it out on LLaMA 7b, using their GitHub repo with some modifications to make it work for LLaMA. Web2 days ago · perplexity in American English (pərˈpleksɪti) noun Word forms: plural -ties 1. the state of being perplexed; confusion; uncertainty 2. something that perplexes a case plagued with perplexities 3. a tangled, involved, or confused condition or situation Most material © 2005, 1997, 1991 by Penguin Random House LLC.

What is perplexity in NLP? - Quora

WebBritannica Dictionary definition of PERPLEXITY. 1. [noncount] : the state of being very confused because something is difficult to understand. There was a look of perplexity on his face. He stared at her in perplexity. 2. [count] : something that is confusing and difficult to understand. We will never solve all of the perplexities of life. WebSynonyms of perplexing. : difficult to understand : causing confusion. A perplexing feature of insomnia is that people seem to overestimate their sleep loss. Rita L. Atkinson et al. … illinois watercraft renewal sticker

Perplexity: A Mystery Podcast • A podcast on Spotify for Podcasters

Web(pərˈplɛk sɪ ti) n., pl. -ties. 1. the state of being perplexed; bewilderment. 2. something that perplexes. 3. an entangled or confused condition or situation. [1350–1400; Middle English … Webwww.perplexity.ai WebOct 11, 2024 · In general, perplexity is a measurement of how well a probability model predicts a sample. In the context of Natural Language Processing, perplexity is one way … illinois waterfowl hunting land for sale