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ide navigation main page contents current events random article about wikipedia contact us contribute help learn to edit community portal recent changes upload file special pages search search appearance donate create account log in personal tools donate create account log in contents move to sidebar hide top 1 model 2 training 3 see also 4 references toggle the table of contents palm 20 languages العربية azərbaycanca català کوردی deutsch español فارسی suomi français עברית ido 日本語 qaraqalpaqsha 한국어 မြန်မာဘာသာ português русский ไทย türkçe 中文 edit links article talk english read edit view history tools tools move to sidebar hide actions read edit view history general what links here related changes upload file permanent link page information cite this page get shortened url switch to legacy parser print export download as pdf printable version in other projects wikimedia commons wikidata item appearance move to sidebar hide from wikipedia the free encyclopedia large language model developed by google palm developer google ai predecessor lamda successor google gemini available in english type large language model website ai google discover palm2 palm pathways language model is a 540 billion parameter dense decoder only transformer based large language model llm developed by google ai 1 researchers also trained smaller versions of palm with 8 and 62 billion parameters to test the effects of model scale 2 model edit palm is capable of a wide range of tasks including commonsense reasoning arithmetic reasoning joke explanation code generation and translation 2 3 4 5 when combined with chain of thought prompting palm achieved significantly better performance on datasets requiring multi step reasoning such as word problems and logic based questions 1 2 the model was first announced in april 2022 and remained private until march 2023 when google launched an api for palm and several other technologies 6 the api was initially available to a limited number of developers who joined a waitlist before it was released to the public 7 google and deepmind developed a version of palm 540b with 540 billion parameters called med palm which is fine tuned on medical data and outperforms previous models on medical question answering benchmarks 8 9 med palm was the first to obtain a passing score on u s medical licensing questions and in addition to answering both multiple choice and open ended questions accurately it provides reasoning and is able to evaluate its own responses 10 google also extended palm using a vision transformer to create palm e a vision language model that can be used for robotic manipulation without the need for retraining or fine tuning 11 12 13 in may 2023 google announced palm 2 at the annual google i o keynote 14 palm 2 is reported to be a 340 billion parameter model trained on 3 6 trillion tokens 15 in june 2023 google announced audiopalm for speech to speech translation which uses the palm 2 architecture and initialization 16 training edit palm is pre trained on a high quality corpus of 780 billion tokens that comprise various natural language tasks and use cases this dataset includes filtered webpages books wikipedia articles news articles source code obtained from open source repositories on github and social media conversations 1 2 it is based on the dataset used to train google s lamda model 2 the social media conversation portion of the dataset makes up 50 of the corpus which aids the model in its conversational capabilities 2 palm 540b was trained over two tpu v4 pods with 3 072 tpu v4 chips in each pod attached to 768 hosts connected using a combination of model and data parallelism which was the largest tpu configuration 2 17 this allowed for efficient training at scale using 6 144 chips and marked a record for the highest training efficiency achieved for llms at this scale a hardware flops utilization of 57 8 3 see also edit lamda palm s predecessor gemini palm s successor chinchilla references edit 1 2 3 narang sharan chowdhery aakanksha pathways language model palm scaling to 540 billion parameters for breakthrough performance ai googleblog com retrieved 17 march 2023 1 2 3 4 5 6 7 chowdhery aakanksha narang sharan devlin jacob et al 2022 palm scaling language modeling with pathways arxiv 2204 02311 cs cl 1 2 anadiotis george 12 april 2022 google sets the bar for ai language models with palm venturebeat retrieved 17 march 2023 bastian matthias 5 april 2022 google palm giant language ai can explain jokes the decoder retrieved 17 march 2023 google why is no one talking about palm seekingalpha com 12 december 2022 retrieved 17 march 2023 vincent james 14 march 2023 google opens up its ai language model palm to challenge openai and gpt 3 the verge retrieved 17 march 2023 huffman scott woodward josh palm api makersuite an approachable way to start prototyping and building generative ai applications retrieved 17 march 2023 singhal karan azizi shekoofeh tu tao et al 2022 large language models encode clinical knowledge arxiv 2212 13138 cs cl medpalm new chatbots will soon be better than waiting for a doctor the medical futurist 17 january 2023 retrieved 17 march 2023 matias yossi corrado greg 14 march 2023 our latest health ai research updates google retrieved 17 march 2023 driess danny xia fei sajjadi mehdi s m et al 2023 palm e an embodied multimodal language model arxiv 2303 03378 cs lg driess danny florence pete palm e an embodied multimodal language model ai googleblog com retrieved 17 march 2023 edwards benj 7 march 2023 google s palm e is a generalist robot brain that takes commands ars technica retrieved 17 march 2023 lardinois frederic may 10 2023 google launches palm 2 its next gen large language model techcrunch archived from the original on may 10 2023 retrieved may 10 2023 elias jennifer 16 may 2023 google s newest a i model uses nearly five times more text data for training than its predecessor cnbc retrieved 18 may 2023 audiopalm google research github io retrieved 2023 06 30 an empirical analysis of compute optimal large language model training www deepmind com 12 april 2022 retrieved 17 march 2023 v t e google ai google google brain google deepmind computer programs alphago versions alphago 2015 master 2016 alphago zero 2017 alphazero 2017 muzero 2019 competitions fan hui 2015 lee sedol 2016 ke jie 2017 in popular culture alphago 2017 other alphafold 2018 alphastar 2019 alphatensor 2022 alphadev 2023 funsearch 2023 alphageometry 2024 alphaproof 2024 alphaevolve 2025 alphagenome 2025 machine learning neural networks inception 2014 wavenet 2016 mobilenet 2017 transformer 2017 efficientnet 2019 gato 2022 other quantum artificial intelligence lab tensorflow tensor processing unit generative ai chatbots assistant 2016 sparrow 2022 gemini 2023 nano banana 2025 models bert 2018 xlnet 2019 t5 2019 lamda 2021 chinchilla 2022 palm 2022 imagen 2023 gemini 2023 videopoet 2024 gemma 2024 genie 2024 veo 2024 other dreambooth 2022 notebooklm 2023 vids 2024 gemini robotics 2025 antigravity 2025 see also attention is all you need future of go summit generative pre trained transformer google labs google workspace category commons v t e google a subsidiary of alphabet company divisions ai area 120 atap brain china cloud platform energy google org crisis response registry subsidiaries active deepmind fitbit ita software jigsaw looker mandiant security operations owlchemy labs defunct actifio adscape akwan information technologies anvato apigee bandpage bitium bufferbox crashlytics dodgeball doubleclick dropcam endoxon flutter global ip solutions green throttle games greenborder gridcentric imageamerica impermium invite media kaltix marratech meebo metaweb neotonic software neverware nik software orbitera pyra labs quest visual reqwireless rightsflow sidewalk labs slicklogin titan aerospace typhoon studios urban engines vicarious viewdle wavii wildfire interactive youtube next lab and audience development group programs business groups computing university initiative contact lens content id crosscheck data liberation front data transfer project developer expert digikavach digipivot digital garage digital news initiative digital unlocked dragonfly founders award free zone get your business online google for education google for health google for startups living stories made with code news lab powermeter privacy sandbox project nightingale project nimbus project sunroof project zero quantum artificial intelligence lab rechargeit sensorvault silicon initiative solve for x street view trusted student ambassador program vevo youtube brandconnect youtube creator awards youtube select youtube original channel initiative year in search youtube rewind 2018 2019 events alphago versus fan hui alphago versus lee sedol alphago versus ke jie android developer challenge android developer day android developer lab cnn youtube presidential debates code in code jam developer day developers live doodle4google future of go summit g day hash code i o lunar x prize mapathon science fair summer of code world chess championship 2024 youtube awards youtube comedy week youtube live youtube music awards 2013 2015 youtube space lab youtube symphony orchestra infrastructure 111 eighth avenue android lawn statues androidland barges binoculars building central saint giles chelsea market chrome zone data centers geoeye 1 googleplex ivanpah solar power facility james r thompson center king s cross mayfield mall pier 57 sidewalk toronto st john s terminal submarine cables dunant grace hopper unity wifi youtube space youtube theater people current krishna bharat sergey brin co founder john doerr john l hennessy urs hölzle salar kamangar ray kurzweil neal mohan rick osterloh larry page co founder sundar pichai ceo ruth porat cio ram shriram former andy bechtolsheim vint cerf david cheriton matt cutts jeff dean david drummond alan eustace timnit gebru sanjay ghemawat al gore omid kordestani ann mather alan mulally paul otellini patrick pichette eric schmidt rajen sheth amit singhal shirley m tilghman hal varian rachel whetstone susan wojcicki criticism general censorship degoogle fairsearch google s ideological echo chamber no tech for apartheid privacy concerns street view youtube trade unions alphabet workers union youtube copyright issues incidents backdoor advertisement controversy blocking of youtube videos in germany data breach elsagate fantastic adventures scandal kohistan video case reactions to innocence of muslims san francisco tech bus protests services outages slovenian government incident walkouts 2018 youtube headquarters shooting other android apps april fools day jokes doodles doodle champion island games magic cat academy pac man easter eggs history gmail search youtube logo material design mergers and acquisitions development software a c accelerated linear algebra amp actions on google alts american fuzzy lop android cloud to device messaging android debug bridge android ndk android runtime android sdk android studio angular angularjs antigravity apache beam apis app engine app inventor app maker app runtime for chrome apps script appsheet arcore base bazel beyondcorp bigtable bigquery bionic blockly borg caja cameyo chart api charts chrome frame chromium blink closure tools cloud connect cloud dataflow cloud datastore cloud messaging cloud shell cloud storage code search compute engine cpplint d n dalvik data protocol data studio dialogflow exposure notification fast pair fastboot federated learning of cohorts file system firebase firebase studio firebase cloud messaging flatbuffers flutter freebase gadgets ganeti gears gerrit glop grpc gson guava guetzli guice gvisor gyp jax jetpack compose keyhole markup language kubernetes kythe leveldb lighthouse lmctfy mapreduce mashup editor matter mobile services namebench native client neatx neural machine translation nomulus o z open location code openrefine opensocial optimize or tools pack pagespeed piper plugin for 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wireless widevine hardware pixel phones pixel 2 3 3a 4 4a 5 5a 6 6a 7 7a fold 8 8a 9 pro fold 9a 10 pro fold 11 pro pro fold watch 2 3 4 tablets c slate tablet laptops chromebook pixelbook go buds nexus phones one s galaxy 4 5 6 5x 6p tablets 7 2012 10 7 2013 9 q player other consumer cardboard chromebook chromebox chromecast fitbit project iris nest smart speakers thermostat wifi play edition android one chromebit clips daydream liftware onhub enterprise glass sycamore processor tensor tensor processing unit titan security key android dev phone liquid galaxy project ara pixel visual core search appliance v t e litigation advertising feldman v google inc 2007 rescuecom corp v google inc 2009 goddard v google inc 2009 rosetta stone ltd v google inc 2012 google inc v american blind wallpaper factory inc 2017 jedi blue antitrust european union 2010 present united states v adobe systems inc apple inc google inc intel corporation intuit inc and pixar 2011 umar javeed sukarma thapar aaqib javeed vs google llc and ors 20...