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Sheekooyin badan
9 sheekooyinHal-abuurnimo
Code agents-ka waxay lumiyaan kalsoonida marka koodhka dib loo qoro iyada oo aan macnaha la beddelin, sida ay daraasaddu muujisay
Daabacaad arXiv preprint ah ayaa soo sheegta in code agents ay si kala duwan ugu shaqeyn karaan codebase-yada macnaha u dhigma, iyadoo saameyntu ku kala duwan tahay moodelka, qaab-dhismeedka wakiilka iyo benchmark-ka.arxiv.orgHal-abuurnimo
Qaabka Fuzzy Logic ee la xoojiyay ee ogaanshaha ciladaha Power Transformer iyadoo la adeegsanayo hagaajinta habka gaaska muhiimka ah ee IEEE Key Gas
Daraasaddan waxay soo bandhigaysaa moodel horumarsan oo isku dara Fuzzy Logic iyo IEEE Key Gas Method (FL-KGM) kaas oo soo bandhigaya hawlaha xubinnimada oo la hagaajiyay, xeerarka fuzzy ee la hagaajiyay, iyo kala soocid cusub oo CO iyo CO2 ah si loo baabi'iyo iswaafajin la'aanta ogaanshaha.arxiv.orgHal-abuurnimo
Daabacaadda cusub ayaa ka warbixisay guulaha laga gaaray moodooyinka luqadda ee la dabooshay ee wicitaanka aaladaha tallaabooyin badan
Daraasada arXiv waxay qiimeysaa moodooyinka luqadda ee dabciyay iyo kuwa caadiga ah ee saddexda cabbir-wicista aaladaha, ka warbixinta natiijooyinka xooggan ee socodka shaqada ee u baahan wicitaanno badan oo API ku tiirsan iyo hab xisaabin laqabsi oo karti leh.arxiv.orgHal-abuurnimo
Dib u eegista Adversarial waxay tijaabisaa khilaafka habaysan ee dib u eegista koodka wakiilka
Warqad cusub oo arXiv ah ayaa soo jeedinaysa nidaamka dib u eegista kood saddex-wakiil kaas oo dib-u-eeguhu ku qiimeeyo koodka wakiilka iyo xisaab-xidhka dhaleecaynta kaas oo dib u eegis ku sameeya ka hor intaan la tafatirin. Qorayaashu waxay ka warbixiyaan natiijooyinka la hagaajiyay marka loo eego jaangooyooyinka la tijaabiyay, iyagoo sidoo kale tilmaamaya in la isku raacsan yahay qaab guuldarro ah.arxiv.orgHal-abuurnimo
Daraasada ArXiv waxay ka warbixisay faa'iidooyinka hadalka nacaybka ee Urdu Roman-ka ee ka yimid la qabsiga LoRA
Daabacaadda hore ee arXiv waxay isbarbar dhigaysaa eber-shot iyo hagaajinta hab-wanaagsan ee cabbiraadda waxtarka leh ee ogaanshaha-hadalka nacaybka ee Roman Urdu. Qorayaashu waxay soo wariyeen in laqabsiga LoRA uu kor u qaaday waxqabadka F1 min 0.56 ilaa korka 0.93 korpus ka kooban in ka badan 72,000 faallooyin la sharraxay.arxiv.orgAmniga
Tijaabada hordhaca ah ee FraudBench waxay ogaataa wakiilada bangiyada inay u nugul yihiin khiyaanada la qabsiga
Waraaqda arXiv waxay soo bandhigaysaa FraudBench, oo ah halbeeg lagu tijaabinayo in aaladaha adeegsada wakiilada bangiyada ay ogaan karaan khiyaanada ka dhex dhacda wada sheekaysiga. Qiimayn hal tijaabo ah oo horudhac ah, afar wakiil ayaa 49% ilaa 65% ka keenay amniga weerarka.arxiv.orgHal-abuurnimo
Apple researchers report scaling law for training models with scarce data
A study of more than 2,000 language-model training runs says scarce target data can be repeated 15–20 times in mixtures, with the best rate varying by scale and compute.machinelearning.apple.comHal-abuurnimo
Apple Researchers Propose Lexical Substitutions to Improve Multilingual Model Training
Apple researchers describe LINK, a pretraining intervention that replaces selected English words with word-level translations from a target language. The paper reports improvements across eight languages and five model sizes, including up to a twofold speedup in reaching equivalent downstream performance.machinelearning.apple.comSiyaasadda
Warqada boosku waxay ku baaqaysaa shahaado kahor intaysan wakiilada AI samaynin go'aannada suuqa
Waraaqda boosku waxay ka warbixisaa wada-shaqaynta xeeladaysan ee wakiilada DeepSeek-R1 ee suuqa qiimaha qiimaha ee Bertrand, xitaa ka dib markii bini'aadamku ay ka soo horjeedaan wax-wada-jirka. Waxay ku doodaysaa in shahaadada hab-dhaqanka ee la arkay ay tahay inay ka horreyso keenista wakiilada caqliga leh ee suuqyada dhaqaalaha; caddaynta iyo ilaalintu waxay ahaanayaan kuwo horudhac ah.arxiv.org
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