* [MAQAO] Info: Detected 6 Lprof instances in sdp772511.
If this is incorrect, rerun with number-processes-per-node=X
OMP: pid 3693362 tid 3693362 thread 0 bound to OS proc set {96}
OMP: pid 3693362 tid 3693396 thread 1 bound to OS proc set {97}
OMP: pid 3693362 tid 3693404 thread 3 bound to OS proc set {99}
OMP: pid 3693362 tid 3693400 thread 2 bound to OS proc set {98}
OMP: pid 3693362 tid 3693663 thread 31 bound to OS proc set {127}
OMP: pid 3693362 tid 3693424 thread 8 bound to OS proc set {104}
OMP: pid 3693362 tid 3693490 thread 15 bound to OS proc set {111}
OMP: pid 3693362 tid 3693464 thread 12 bound to OS proc set {108}
OMP: pid 3693362 tid 3693645 thread 29 bound to OS proc set {125}
OMP: pid 3693362 tid 3693512 thread 19 bound to OS proc set {115}
OMP: pid 3693362 tid 3693416 thread 6 bound to OS proc set {102}
OMP: pid 3693362 tid 3693529 thread 23 bound to OS proc set {119}
OMP: pid 3693362 tid 3693518 thread 20 bound to OS proc set {116}
OMP: pid 3693362 tid 3693506 thread 17 bound to OS proc set {113}
OMP: pid 3693362 tid 3693432 thread 10 bound to OS proc set {106}
OMP: pid 3693362 tid 3693408 thread 4 bound to OS proc set {100}
OMP: pid 3693362 tid 3693458 thread 11 bound to OS proc set {107}
OMP: pid 3693362 tid 3693640 thread 28 bound to OS proc set {124}
OMP: pid 3693362 tid 3693500 thread 16 bound to OS proc set {112}
OMP: pid 3693362 tid 3693633 thread 27 bound to OS proc set {123}
OMP: pid 3693362 tid 3693652 thread 30 bound to OS proc set {126}
OMP: pid 3693362 tid 3693480 thread 14 bound to OS proc set {110}
OMP: pid 3693361 tid 3693361 thread 0 bound to OS proc set {64}
OMP: pid 3693362 tid 3693412 thread 5 bound to OS proc set {101}
OMP: pid 3693362 tid 3693420 thread 7 bound to OS proc set {103}
OMP: pid 3693362 tid 3693428 thread 9 bound to OS proc set {105}
OMP: pid 3693362 tid 3693613 thread 24 bound to OS proc set {120}
OMP: pid 3693362 tid 3693509 thread 18 bound to OS proc set {114}
OMP: pid 3693362 tid 3693521 thread 21 bound to OS proc set {117}
OMP: pid 3693362 tid 3693623 thread 25 bound to OS proc set {121}
OMP: pid 3693362 tid 3693526 thread 22 bound to OS proc set {118}
OMP: pid 3693362 tid 3693628 thread 26 bound to OS proc set {122}
OMP: pid 3693361 tid 3693402 thread 3 bound to OS proc set {67}
OMP: pid 3693361 tid 3693399 thread 2 bound to OS proc set {66}
OMP: pid 3693361 tid 3693395 thread 1 bound to OS proc set {65}
OMP: pid 3693361 tid 3693422 thread 8 bound to OS proc set {72}
OMP: pid 3693361 tid 3693479 thread 12 bound to OS proc set {76}
OMP: pid 3693361 tid 3693410 thread 5 bound to OS proc set {69}
OMP: pid 3693361 tid 3693514 thread 17 bound to OS proc set {81}
OMP: pid 3693361 tid 3693510 thread 16 bound to OS proc set {80}
OMP: pid 3693361 tid 3693406 thread 4 bound to OS proc set {68}
OMP: pid 3693361 tid 3693496 thread 14 bound to OS proc set {78}
OMP: pid 3693361 tid 3693430 thread 10 bound to OS proc set {74}
OMP: pid 3693361 tid 3693642 thread 28 bound to OS proc set {92}
OMP: pid 3693361 tid 3693616 thread 24 bound to OS proc set {88}
OMP: pid 3693361 tid 3693504 thread 15 bound to OS proc set {79}
OMP: pid 3693361 tid 3693525 thread 20 bound to OS proc set {84}
OMP: pid 3693361 tid 3693517 thread 18 bound to OS proc set {82}
OMP: pid 3693361 tid 3693487 thread 13 bound to OS proc set {77}
OMP: pid 3693361 tid 3693522 thread 19 bound to OS proc set {83}
OMP: pid 3693361 tid 3693414 thread 6 bound to OS proc set {70}
OMP: pid 3693361 tid 3693534 thread 23 bound to OS proc set {87}
OMP: pid 3693361 tid 3693530 thread 21 bound to OS proc set {85}
OMP: pid 3693361 tid 3693418 thread 7 bound to OS proc set {71}
OMP: pid 3693361 tid 3693668 thread 31 bound to OS proc set {95}
OMP: pid 3693361 tid 3693648 thread 29 bound to OS proc set {93}
OMP: pid 3693361 tid 3693654 thread 30 bound to OS proc set {94}
OMP: pid 3693361 tid 3693532 thread 22 bound to OS proc set {86}
OMP: pid 3693361 tid 3693426 thread 9 bound to OS proc set {73}
OMP: pid 3693361 tid 3693471 thread 11 bound to OS proc set {75}
OMP: pid 3693361 tid 3693624 thread 25 bound to OS proc set {89}
OMP: pid 3693361 tid 3693636 thread 27 bound to OS proc set {91}
OMP: pid 3693361 tid 3693630 thread 26 bound to OS proc set {90}
OMP: pid 3693362 tid 3693472 thread 13 bound to OS proc set {109}
OMP: pid 3693360 tid 3693360 thread 0 bound to OS proc set {32}
OMP: pid 3693360 tid 3693436 thread 2 bound to OS proc set {34}
OMP: pid 3693360 tid 3693433 thread 1 bound to OS proc set {33}
OMP: pid 3693360 tid 3693444 thread 4 bound to OS proc set {36}
OMP: pid 3693360 tid 3693440 thread 3 bound to OS proc set {35}
OMP: pid 3693360 tid 3693485 thread 8 bound to OS proc set {40}
OMP: pid 3693360 tid 3693580 thread 15 bound to OS proc set {47}
OMP: pid 3693360 tid 3693568 thread 12 bound to OS proc set {44}
OMP: pid 3693360 tid 3693584 thread 16 bound to OS proc set {48}
OMP: pid 3693360 tid 3693726 thread 31 bound to OS proc set {63}
OMP: pid 3693360 tid 3693572 thread 13 bound to OS proc set {45}
OMP: pid 3693360 tid 3693594 thread 19 bound to OS proc set {51}
OMP: pid 3693360 tid 3693493 thread 9 bound to OS proc set {41}
OMP: pid 3693360 tid 3693501 thread 10 bound to OS proc set {42}
OMP: pid 3693360 tid 3693564 thread 11 bound to OS proc set {43}
OMP: pid 3693360 tid 3693587 thread 17 bound to OS proc set {49}
OMP: pid 3693360 tid 3693470 thread 6 bound to OS proc set {38}
OMP: pid 3693360 tid 3693590 thread 18 bound to OS proc set {50}
OMP: pid 3693360 tid 3693462 thread 5 bound to OS proc set {37}
OMP: pid 3693360 tid 3693600 thread 21 bound to OS proc set {53}
OMP: pid 3693360 tid 3693610 thread 23 bound to OS proc set {55}
OMP: pid 3693360 tid 3693576 thread 14 bound to OS proc set {46}
OMP: pid 3693360 tid 3693598 thread 20 bound to OS proc set {52}
OMP: pid 3693360 tid 3693706 thread 26 bound to OS proc set {58}
OMP: pid 3693360 tid 3693722 thread 30 bound to OS proc set {62}
OMP: pid 3693360 tid 3693714 thread 28 bound to OS proc set {60}
OMP: pid 3693360 tid 3693699 thread 24 bound to OS proc set {56}
OMP: pid 3693360 tid 3693604 thread 22 bound to OS proc set {54}
OMP: pid 3693360 tid 3693477 thread 7 bound to OS proc set {39}
OMP: pid 3693360 tid 3693710 thread 27 bound to OS proc set {59}
OMP: pid 3693360 tid 3693718 thread 29 bound to OS proc set {61}
OMP: pid 3693360 tid 3693702 thread 25 bound to OS proc set {57}
OMP: pid 3693359 tid 3693359 thread 0 bound to OS proc set {0}
OMP: pid 3693359 tid 3693434 thread 1 bound to OS proc set {1}
OMP: pid 3693359 tid 3693438 thread 2 bound to OS proc set {2}
OMP: pid 3693359 tid 3693716 thread 28 bound to OS proc set {28}
OMP: pid 3693359 tid 3693724 thread 30 bound to OS proc set {30}
OMP: pid 3693359 tid 3693583 thread 16 bound to OS proc set {16}
OMP: pid 3693359 tid 3693442 thread 3 bound to OS proc set {3}
OMP: pid 3693359 tid 3693446 thread 4 bound to OS proc set {4}
OMP: pid 3693359 tid 3693482 thread 8 bound to OS proc set {8}
OMP: pid 3693359 tid 3693729 thread 31 bound to OS proc set {31}
OMP: pid 3693359 tid 3693566 thread 12 bound to OS proc set {12}
OMP: pid 3693359 tid 3693469 thread 6 bound to OS proc set {6}
OMP: pid 3693359 tid 3693602 thread 20 bound to OS proc set {20}
OMP: pid 3693359 tid 3693592 thread 18 bound to OS proc set {18}
OMP: pid 3693359 tid 3693700 thread 24 bound to OS proc set {24}
OMP: pid 3693359 tid 3693596 thread 19 bound to OS proc set {19}
OMP: pid 3693359 tid 3693704 thread 25 bound to OS proc set {25}
OMP: pid 3693359 tid 3693606 thread 21 bound to OS proc set {21}
OMP: pid 3693359 tid 3693721 thread 29 bound to OS proc set {29}
OMP: pid 3693359 tid 3693502 thread 11 bound to OS proc set {11}
OMP: pid 3693359 tid 3693712 thread 27 bound to OS proc set {27}
OMP: pid 3693359 tid 3693579 thread 15 bound to OS proc set {15}
OMP: pid 3693359 tid 3693588 thread 17 bound to OS proc set {17}
OMP: pid 3693359 tid 3693463 thread 5 bound to OS proc set {5}
OMP: pid 3693359 tid 3693570 thread 13 bound to OS proc set {13}
OMP: pid 3693359 tid 3693574 thread 14 bound to OS proc set {14}
OMP: pid 3693359 tid 3693618 thread 23 bound to OS proc set {23}
OMP: pid 3693359 tid 3693612 thread 22 bound to OS proc set {22}
OMP: pid 3693359 tid 3693708 thread 26 bound to OS proc set {26}
OMP: pid 3693359 tid 3693476 thread 7 bound to OS proc set {7}
OMP: pid 3693359 tid 3693494 thread 10 bound to OS proc set {10}
OMP: pid 3693359 tid 3693488 thread 9 bound to OS proc set {9}
OMP: pid 3693364 tid 3693364 thread 0 bound to OS proc set {128}
OMP: pid 3693364 tid 3693447 thread 1 bound to OS proc set {129}
OMP: pid 3693364 tid 3693453 thread 3 bound to OS proc set {131}
OMP: pid 3693364 tid 3693537 thread 4 bound to OS proc set {132}
OMP: pid 3693364 tid 3693552 thread 8 bound to OS proc set {136}
OMP: pid 3693364 tid 3693664 thread 12 bound to OS proc set {140}
OMP: pid 3693364 tid 3693686 thread 18 bound to OS proc set {146}
OMP: pid 3693364 tid 3693690 thread 20 bound to OS proc set {148}
OMP: pid 3693364 tid 3693696 thread 23 bound to OS proc set {151}
OMP: pid 3693364 tid 3693740 thread 26 bound to OS proc set {154}
OMP: pid 3693364 tid 3693680 thread 15 bound to OS proc set {143}
OMP: pid 3693364 tid 3693670 thread 13 bound to OS proc set {141}
OMP: pid 3693364 tid 3693684 thread 17 bound to OS proc set {145}
OMP: pid 3693364 tid 3693682 thread 16 bound to OS proc set {144}
OMP: pid 3693364 tid 3693558 thread 10 bound to OS proc set {138}
OMP: pid 3693364 tid 3693548 thread 7 bound to OS proc set {135}
OMP: pid 3693364 tid 3693540 thread 5 bound to OS proc set {133}
OMP: pid 3693364 tid 3693675 thread 14 bound to OS proc set {142}
OMP: pid 3693364 tid 3693760 thread 31 bound to OS proc set {159}
OMP: pid 3693364 tid 3693692 thread 21 bound to OS proc set {149}
OMP: pid 3693364 tid 3693688 thread 19 bound to OS proc set {147}
OMP: pid 3693364 tid 3693732 thread 24 bound to OS proc set {152}
OMP: pid 3693364 tid 3693694 thread 22 bound to OS proc set {150}
OMP: pid 3693364 tid 3693747 thread 28 bound to OS proc set {156}
OMP: pid 3693364 tid 3693658 thread 11 bound to OS proc set {139}
OMP: pid 3693364 tid 3693544 thread 6 bound to OS proc set {134}
OMP: pid 3693364 tid 3693450 thread 2 bound to OS proc set {130}
OMP: pid 3693364 tid 3693751 thread 29 bound to OS proc set {157}
OMP: pid 3693364 tid 3693754 thread 30 bound to OS proc set {158}
OMP: pid 3693364 tid 3693743 thread 27 bound to OS proc set {155}
OMP: pid 3693364 tid 3693555 thread 9 bound to OS proc set {137}
OMP: pid 3693364 tid 3693736 thread 25 bound to OS proc set {153}
OMP: pid 3693363 tid 3693363 thread 0 bound to OS proc set {160}
OMP: pid 3693363 tid 3693646 thread 16 bound to OS proc set {176}
OMP: pid 3693363 tid 3693739 thread 24 bound to OS proc set {184}
OMP: pid 3693363 tid 3693556 thread 8 bound to OS proc set {168}
OMP: pid 3693363 tid 3693448 thread 1 bound to OS proc set {161}
OMP: pid 3693363 tid 3693454 thread 2 bound to OS proc set {162}
OMP: pid 3693363 tid 3693456 thread 3 bound to OS proc set {163}
OMP: pid 3693363 tid 3693538 thread 4 bound to OS proc set {164}
OMP: pid 3693363 tid 3693656 thread 18 bound to OS proc set {178}
OMP: pid 3693363 tid 3693756 thread 28 bound to OS proc set {188}
OMP: pid 3693363 tid 3693651 thread 17 bound to OS proc set {177}
OMP: pid 3693363 tid 3693660 thread 19 bound to OS proc set {179}
OMP: pid 3693363 tid 3693621 thread 12 bound to OS proc set {172}
OMP: pid 3693363 tid 3693666 thread 20 bound to OS proc set {180}
OMP: pid 3693363 tid 3693765 thread 31 bound to OS proc set {191}
OMP: pid 3693363 tid 3693614 thread 11 bound to OS proc set {171}
OMP: pid 3693363 tid 3693634 thread 14 bound to OS proc set {174}
OMP: pid 3693363 tid 3693562 thread 10 bound to OS proc set {170}
OMP: pid 3693363 tid 3693542 thread 5 bound to OS proc set {165}
OMP: pid 3693363 tid 3693748 thread 26 bound to OS proc set {186}
OMP: pid 3693363 tid 3693673 thread 21 bound to OS proc set {181}
OMP: pid 3693363 tid 3693758 thread 29 bound to OS proc set {189}
OMP: pid 3693363 tid 3693744 thread 25 bound to OS proc set {185}
OMP: pid 3693363 tid 3693752 thread 27 bound to OS proc set {187}
OMP: pid 3693363 tid 3693627 thread 13 bound to OS proc set {173}
OMP: pid 3693363 tid 3693639 thread 15 bound to OS proc set {175}
OMP: pid 3693363 tid 3693678 thread 22 bound to OS proc set {182}
OMP: pid 3693363 tid 3693762 thread 30 bound to OS proc set {190}
OMP: pid 3693363 tid 3693546 thread 6 bound to OS proc set {166}
OMP: pid 3693363 tid 3693550 thread 7 bound to OS proc set {167}
OMP: pid 3693363 tid 3693560 thread 9 bound to OS proc set {169}
OMP: pid 3693363 tid 3693735 thread 23 bound to OS proc set {183}
what is a LLM?what is a LLM?what is a LLM? andwhat is a LLM?what is a LLM?what is a LLM? and why and and and and why it why why why why it matters it it it it matters
matters matters matters matters
A
A LargeAAAA Large Language Large Large Large Large Language Model Language Language Language Language Model ( Model Model Model Model (LL ( ( ( (LLMLLLLLLLLM)MMMM) is)))) is a is is is is type a a a a a of type type type type type artificial of of of of of intelligence artificial artificial artificial artificial artificial ( intelligence intelligence intelligence intelligence intelligenceAI ( ( ( ( ()AIAIAIAIAI that))))) uses that that that that that machine uses uses uses uses uses learning machine machine machine machine machine to learning learning learning learning learning generate to to to to to human generate generate generate generate generate-like human human human human human language-like-like-like-like-like. language language language language language It.....’s It It It It It a’s’s’s’s’s subset a a a a a of subset subset subset subset subset natural of of of of of language natural natural natural natural natural processing language language language language language ( processing processing processing processing processingN ( ( ( ( (LPNNNNN)LPLPLPLPLP that))))) has that that that that that gained has has has has has significant gained gained gained gained gained attention significant significant significant significant significant in attention attention attention attention attention recent in in in in in years recent recent recent recent recent due years years years years years to due due due due due its to to to to to ability its its its its its to ability ability ability ability ability process to to to to to and process process process process process generate and and and and and vast generate generate generate generate generate amounts vast vast vast vast vast of amounts amounts amounts amounts amounts text of of of of of data text text text text text.
data data data data dataLL.
.
.
.
.
MsLLLLLLLLLL areMsMsMsMsMs trained are are are are are on trained trained trained trained trained massive on on on on on datasets massive massive massive massive massive of datasets datasets datasets datasets text datasets of of of of, of text text text text allowing text,,,, them, allowing allowing allowing allowing to allowing them them them them learn them to to to to patterns learn learn to learn learn, patterns patterns learn patterns patterns relationships,, patterns,,, relationships relationships, relationships relationships and,, relationships,, context and and, and and. context context and context context This.. context.. training This This This. This enables training training training This training them enables enables enables training enables to them them them enables them generate to to to them to coherent generate generate generate to generate and coherent coherent coherent generate coherent context and and and coherent andually context context context context and relevantuallyuallyuallyually context responses relevant relevant relevant relevantually to responses responses responses responses relevant a to to to to responses wide a a a a to range wide wide wide wide a of range range range range wide questions of of of of range, questions questions questions questions of topics,,,, questions, topics topics topics topics, and,,,, topics prompts and and and and,. prompts prompts prompts prompts and In.... prompts other In In In In. words other other other other In, words words words words other L,,,, wordsLM L L L L,sLMLMLMLM L canssssLM “ can can can canstalk “ “ “ “ can”talktalktalktalk “ like””””talk humans like like like like”, humans humans humans humans like albeit,,,, humans with albeit albeit albeit albeit, some with with with with albeit cave some some some some withats cave cave cave cave some.
atsatsatsats caveThe.
.
.
.
ats importanceTheTheTheThe.
of importance importance importance importanceThe L of of of of importanceLM L L L L ofsLMLMLMLM L liesssss inLM lies lies lies lies theirs in in in in potential lies their their their their applications in potential potential potential potential across their applications applications applications applications various potential across across across across industries applications various various various various and across industries industries industries industries aspects various and and and and of aspects industries aspects aspects aspects our of and of of of lives our our aspects our our:
lives lives of lives lives1:
:
our:
:
.11 lives11 **...:
.Language ** ** **1 ** translationLanguageLanguageLanguage.Language and translation translation translation ** translation understanding and and andLanguage and**: understanding understanding understanding translation understanding L**:**:**: and**:LM L L L understanding LsLMLMLM**:LM cansss Ls break can can can canLM language break break break breaks barriers language language language language can, barriers barriers barriers barriers break enabling,,,, language more enabling enabling enabling enabling barriers effective more more more more, communication effective effective effective effective enabling between communication communication communication communication more people between between between between effective from people people people people communication different from from from from between linguistic different different different different people backgrounds linguistic linguistic linguistic linguistic from.
backgrounds backgrounds backgrounds backgrounds different2.
.
.
.
linguistic.2222 backgrounds **.....
Content ** ** ** **2 creationContentContentContentContent. and creation creation creation creation ** writing and and and andContent assistance writing writing writing writing creation**: assistance assistance assistance assistance and L**:**:**:**: writingLM L L L L assistancesLMLMLMLM**: canssss L help can can can canLM writers help help help helps, writers writers writers writers can journalists,,,, help, journalists journalists journalists journalists writers and,,,,, content and and and and journalists creators content content content content, with creators creators creators creators and research with with with with content, research research research research suggestions creators,,,,, with suggestions suggestions suggestions suggestions and research,,,, even, and and and and writing suggestions even even even even entire, writing writing writing writing articles and entire entire entire entire or even articles articles articles articles stories writing or or or or.
entire stories stories stories stories3 articles.
.
.
.
.3 or333 **. stories...Customer ** **.
** ** serviceCustomerCustomer3CustomerCustomer and service service service. service support and and and ** and**: support support supportCustomer support L**:**:**: service**:LM L L L and LsLMLMLM supportLM cansss**:s be can can can L can used be be beLM be to used used useds used power to to to can to chat power power power power bebots chat chat chat chat used,botsbotsbotsbots to providing,,,, power providing providing providing providing chat24 bots/24242424,7//// providing customer7777 support customer customer customer customer24 and support support support support/ answering and and and and7 frequent answering answering answering answering customer questions frequent frequent frequent frequent support.
questions questions questions questions and4.
.
.
.
answering.4444 frequent **.... questionsEducation ** ** ** **.
andEducationEducationEducationEducation4 research and and and and.**: research research research research ** L**:**:**:**:EducationLM L L L L andsLMLMLMLM research canssss**: help can can can can L students help help help helpLM with students students students studentss language with with with with can-related language language language language help tasks-related-related-related-related students, tasks tasks tasks tasks with such,,,, language as such such such such-related language as as as as learning tasks language language language language,, learning learning learning learning proof such,,,,reading as proof proof proof proof, languagereadingreadingreadingreading and learning,,,, even, and and and and assisting proof even even even even withreading assisting assisting assisting assisting research, with with with with papers and research research research research.
even papers papers papers papers5.
.
assisting.
.
.55 with55 **.. research..Business ** ** papers ** ** andBusinessBusiness.
BusinessBusiness marketing and and5 and and**: marketing marketing. marketing marketing L**:**: ****:**:LM L LBusiness L LsLMLM andLMLM canss marketingss be can can**: can can used be be L be be for used used usedLM used market for for fors for analysis market market market can market, analysis analysis analysis analysis be sentiment,,,, used analysis sentiment sentiment sentiment sentiment for, analysis analysis analysis analysis market and,,,, analysis even and and and and, generating even even even even sentiment marketing generating generating generating generating analysis content marketing marketing marketing marketing,.
content content content content and6.
.
.
.
even.6666 generating **.... marketingHealth ** ** ** ** contentcareHealthHealthHealthHealth.
andcarecarecarecare6 medicine and and and and.**: medicine medicine medicine medicine ** L**:**:**:**:HealthLM L L L LcaresLMLMLMLM and canssss medicine aid can can can can**: in aid aid aid aid L medical in in in inLM research medical medical medical medicals, research research research research can patient,,,, aid communication patient patient patient patient in, communication communication communication communication medical and,,,, research even and and and and, assist even even even even patient with assist assist assist assist communication diagnosis with with with with,.
diagnosis diagnosis diagnosis diagnosisWhy and.
.
.
.
does evenWhyWhyWhyWhy it assist does does does does matter with it it it it? diagnosis matter matter matter matter L.
????LMWhy L L L Ls doesLMLMLMLM have itssss the have matter have have have potential the? the the the to potential L potential potential potential revolution toLM to to toize revolution revolutions revolution revolution howizeize haveizeize we how how the how how interact we we potential we we with interact interact to interact interact technology with with revolution with with and technology technologyize technology technology each and and how and and other each each we each each. other other interact other other Some.. with.. potential Some Some technology Some Some benefits potential potential and potential potential include benefits benefits each benefits benefits:
include include include other include1:
:
:
.:
.111 Some1 **... potential.Increased ** ** ** benefits ** accessibilityIncreasedIncreasedIncreased includeIncreased**: accessibility accessibility accessibility:
accessibility L**:**:**:1**:LM L L L L.sLMLMLMLM ** canssssIncreased make can can can can accessibility information make make make make**: and information information information information L services and and and andLM more services services services servicess accessible more more more more can to accessible accessible accessible accessible make people to to to to information with people people people people and disabilities with with with with services or disabilities disabilities disabilities disabilities more language or or or or accessible barriers language language language language to.
barriers barriers barriers barriers people2.
.
.
.
with.2222 disabilities **.... orImproved ** ** ** ** language efficiencyImprovedImprovedImprovedImproved barriers**: efficiency efficiency efficiency efficiency L.
**:**:**:**:LM2 L L L Ls.LMLMLMLM can **ssss automateImproved can can can can routine efficiency automate automate automate automate tasks**: routine routine routine routine, L tasks tasks tasks tasks freeingLM,,,, ups freeing freeing freeing freeing human up can up up up time human automate human human human for time routine time time time more for tasks for for for creative more, more more more and creative freeing creative creative creative high and up and and and-value high human high high high work-value-value time-value-value.
work work for work work3.
.
more.
.
.33 creative33 **.. and..Enh ** ** high ** **ancedEnhEnh-valueEnhEnh userancedanced workancedanced experience user user.
user user**: experience experience3 experience experience L**:**:.**:**:LM L L ** L LsLMLMEnhLMLM canssancedss provide can can can user can personalized provide provide provide experience provide and personalized personalized personalized**: personalized contextual and and and L and responses contextual contextual contextualLM contextual, responses responses responsess responses making,,, can, interactions making making making provide making feel interactions interactions interactions personalized interactions more feel feel feel and feel natural more more more contextual more and natural natural natural responses natural engaging and and and, and.
engaging engaging engaging making engaging4.
.
.
interactions.
.444 feel4 **... more.New ** ** ** natural ** opportunitiesNewNewNew andNew for opportunities opportunities opportunities engaging opportunities education for for for.
for and education education education4 education research and and and. and**: research research research ** research L**:**:**:**:NewLM L L L L opportunitiessLMLMLMLM for canssss education facilitate can can can can and more facilitate facilitate facilitate facilitate effective research more more more more language**: effective effective effective effective learning L language language language language,LM learning learning learning learning researchs,,,, collaboration can research research research research, facilitate collaboration collaboration collaboration collaboration and more,,,, knowledge effective and and and and sharing knowledge language knowledge knowledge knowledge.
sharing learning sharing sharing sharingHowever.
,.
.
.
,However researchHoweverHoweverHowever there, collaboration,, are, there, there there there also are and are are concerns are also knowledge also also and also concerns sharing concerns concerns challenges concerns and.
and and associated and challengesHowever challenges challenges with challenges associated, associated associated L associated with there with withLM with L are L Ls LLM alsoLMLM,LMs concernsss suchs,, and, as, such such challenges such:
such as as associated as1 as:
:
with:
.:
11 L1 **1..LM.Bias. ** **s ** and **BiasBias,Bias accuracyBias and and such and**: and accuracy accuracy as accuracy L**: accuracy**::
**:LM L**: L L1sLM LLMLM. cansLMss ** perpet cans can canBiasuate perpet can perpet perpet and existinguate perpetuateuate accuracy biases existinguate existing existing**: and biases existing biases biases L inaccur and biases and andLMacies inaccur and inaccur inaccurs ifacies inaccuraciesacies can trained ifacies if if perpet on trained if trained traineduate biased on trained on on existing data biased on biased biased biases.
data biased data data and2.
data.
.
inaccur.2.
22acies **.2.. ifJob **. ** ** trained displacementJob **JobJob on**: displacementJob displacement displacement biased L**: displacement**:**: dataLM L**: L L.
sLM LLMLM2 maysLMss. automate mays may may ** tasks
automate may automate automateJob tasks
automate tasks
tasks
displacement tasks
**: LLMs may automate tasks
[MAQAO] Info: 5/6 lprof instances finished
Your experiment path is /scratch/users/amazouz/QAAS/service/Llama.cpp/sdp772511/175-793-6543/llama.cpp/run/oneview_runs/defaults/aocc/oneview_results_1757937332/tools/lprof_npsu_run_0
To display your profiling results:
###########################################################################################################################################################################################################################
# LEVEL | REPORT | COMMAND #
###########################################################################################################################################################################################################################
# Functions | Cluster-wide | maqao lprof -df xp=/scratch/users/amazouz/QAAS/service/Llama.cpp/sdp772511/175-793-6543/llama.cpp/run/oneview_runs/defaults/aocc/oneview_results_1757937332/tools/lprof_npsu_run_0 #
# Functions | Per-node | maqao lprof -df -dn xp=/scratch/users/amazouz/QAAS/service/Llama.cpp/sdp772511/175-793-6543/llama.cpp/run/oneview_runs/defaults/aocc/oneview_results_1757937332/tools/lprof_npsu_run_0 #
# Functions | Per-process | maqao lprof -df -dp xp=/scratch/users/amazouz/QAAS/service/Llama.cpp/sdp772511/175-793-6543/llama.cpp/run/oneview_runs/defaults/aocc/oneview_results_1757937332/tools/lprof_npsu_run_0 #
# Functions | Per-thread | maqao lprof -df -dt xp=/scratch/users/amazouz/QAAS/service/Llama.cpp/sdp772511/175-793-6543/llama.cpp/run/oneview_runs/defaults/aocc/oneview_results_1757937332/tools/lprof_npsu_run_0 #
# Loops | Cluster-wide | maqao lprof -dl xp=/scratch/users/amazouz/QAAS/service/Llama.cpp/sdp772511/175-793-6543/llama.cpp/run/oneview_runs/defaults/aocc/oneview_results_1757937332/tools/lprof_npsu_run_0 #
# Loops | Per-node | maqao lprof -dl -dn xp=/scratch/users/amazouz/QAAS/service/Llama.cpp/sdp772511/175-793-6543/llama.cpp/run/oneview_runs/defaults/aocc/oneview_results_1757937332/tools/lprof_npsu_run_0 #
# Loops | Per-process | maqao lprof -dl -dp xp=/scratch/users/amazouz/QAAS/service/Llama.cpp/sdp772511/175-793-6543/llama.cpp/run/oneview_runs/defaults/aocc/oneview_results_1757937332/tools/lprof_npsu_run_0 #
# Loops | Per-thread | maqao lprof -dl -dt xp=/scratch/users/amazouz/QAAS/service/Llama.cpp/sdp772511/175-793-6543/llama.cpp/run/oneview_runs/defaults/aocc/oneview_results_1757937332/tools/lprof_npsu_run_0 #
###########################################################################################################################################################################################################################
