Smokefree 2025 slips out of reach – what next? – The Front Page
In December 2022, NZ enacted world-leading tobacco control legislation – essentially creating a whole generation who’ll never be…
#NewsBeep #News #Headlines #2025 #front #meant #NewZealand #next #NZ #of #out #page #reach #remember #slips #smokefree #the #were #what #when
https://www.newsbeep.com/244535/
https://meantrecords.bandcamp.com/track/1st-statemeant-the-bleak-engineers-existance
The Bleak Engineers - Existance
from the album THE STATEMEANTS
https://meantrecords.bandcamp.com/track/2nd-statemeant-did-virgo-black-hall-ft-l-na
https://soundcloud.com/meant/black-hall-feat-lena
Did Virgo - Black Hall ft. Léna
#music #DidVirgo #Léna #Lena #meant #bandcamp #soundcloud #meantrecords
from the album THE STATEMEANTS
Pt England gang shooting: Five men accused of murdering Charles Pongi in East Auckland
“They [the Fitus and Rebels alliance] came en masse, and they ca…
#NewsBeep #News #Headlines #accused #auckland #charles #costs #dirty #east #England #even #five #gang #in #intended #largest #lesserknown #meant #members #men #motorcycle #murdering #near #NewZealand #NZ #of #playground #playing #pongi #prearranged #pt #rumble #shooting #showed #street #they #when #with #zealands
https://www.newsbeep.com/84032/
Fletcher Building makes $419m loss, tough market conditions blamed
Revenue fell 9% to $7b. Andrew Reding, group CEO and MD of Fletcher Building. Earnings before interest and…
#NewsBeep #News #Headlines #227m #419 #419m #blamed #building #conditions #fletcher #last #latest #loss #made #makes #market #meant #million #NewZealand #NZ #than #tough #worse #year #years
https://www.newsbeep.com/72064/
Salena Zito Journalist reveals what the Trump had meant when Trump had turned the cameras in Butler star-news.press/wp
,Salena Zito Journalist reveals what the Trump had meant when Trump had turned the cameras in Butler star-news.press/wp, 2025-07-13 11:00:00 #Salena #Zito #Journalist #reveals #Trump #meant #Trump #turned #cameras #Butler
Not All Tokens Are Meant to Be Forgotten
https://arxiv.org/abs/2506.03142
#HackerNews #Not #All #Tokens #Are #Meant #to #Be #Forgotten #arxiv #2506 #03142 #blockchain #tokens #technology
Large Language Models (LLMs), pre-trained on massive text corpora, exhibit remarkable human-level language understanding, reasoning, and decision-making abilities. However, they tend to memorize unwanted information, such as private or copyrighted content, raising significant privacy and legal concerns. Unlearning has emerged as a promising solution, but existing methods face a significant challenge of over-forgetting. This issue arises because they indiscriminately suppress the generation of all the tokens in forget samples, leading to a substantial loss of model utility. To overcome this challenge, we introduce the Targeted Information Forgetting (TIF) framework, which consists of (1) a flexible targeted information identifier designed to differentiate between unwanted words (UW) and general words (GW) in the forget samples, and (2) a novel Targeted Preference Optimization approach that leverages Logit Preference Loss to unlearn unwanted information associated with UW and Preservation Loss to retain general information in GW, effectively improving the unlearning process while mitigating utility degradation. Extensive experiments on the TOFU and MUSE benchmarks demonstrate that the proposed TIF framework enhances unlearning effectiveness while preserving model utility and achieving state-of-the-art results.
The Server That Wasn't Meant to Exist
https://it-notes.dragas.net/2025/05/13/the_server_that_wasnt_meant_to_exist/
#HackerNews #The #Server #That #Meant #to #Exist #technology #innovation #serverstories #hackernews #technews
“Weren’t librarians meant to care about educating kids? So what if that education was about dark magic?”
#about #AdolescentsHomosexuelsRomansNouvellesEtcPourLaJeunesse #AdolescentsRomansNouvellesEtcPourLaJeunesse #AmitieRomansNouvellesEtcPourLaJeunesse #AnimauxFamiliersMortRomansNouvellesEtcPourLaJeunesse #Babylove #book #careAbout #Cheerleaders #CheerleadersJuvenileFiction #darkMagic #educating #education #fiction #friendship #FriendshipJuvenileFiction #GayFiction #GayPeopleJuvenileFiction #GayTeenagers #GayTeenagersJuvenileFiction #horror #HorrorFiction #ISBelle #juvenileWorks #kids #Lesbians #LesbiansJuvenileFiction #LesbiennesRomansNouvellesEtcPourLaJeunesse #LGBT #LGBTQRomance #librarians #meant #MeneusesDeClaquesRomansNouvellesEtcPourLaJeunesse #monsters #ParanormalFiction #PersonnesHomosexuellesRomansNouvellesEtcPourLaJeunesse #PetsDeath #PetsDeathJuvenileFiction #quote #RomanceFiction #RomansHomosexuels #TeenYoungAdultLGBTQRomance #TeenYoungAdultScienceFictionDystopianRomance #Teenagers #TeenagersJuvenileFiction #whatIf
Weren’t librarians meant to care about educating kids? So what if that education was about dark magic? I S Belle, Babylove [Amazon, Bookshop, Author, Local Library] Consider also: Nine of Cups “I’ve prepared a PowerPoint presentation that will cover the basics of what I wish to discuss with you,” Lucifer begins, opening up the ThinkPad. […]
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