AI ka Vikas: Chat GPT-4 aur GPT-3.5 ki Tulna ka Ek Vishtrit Margdarshak

AI ki kranti yatra mein dubki lagaiye, jahan hum Chat GPT-3.5 aur GPT-4 ke bich ke suksmo mein tulaakana karte hain. Jaane kya cheezen inhen alag banati hain, kaun se pragatiyan ye lye aate hain, aur kyon ye bhaavi digital interakshan ke liye mahatvapurna hai!

GPT Models ke Vikas ka Parichay

Kritrim buddhimata ka duniya satat aur badlav se bhari hai. Is vikas mein ek mahetvapurna yogdaan OpenAI ka raha hai, jo apni Generative Pre-trained Transformer (GPT) series models ke madhyam se hai. GPT models ne sirf AI ki kshamtaon ko dekhne ka tareeka badla nahi hai, balki lagataar unnati ki baar uthai hai, jo baatcheet AI kya prapt kar sakta hai, iske seemaon ko dhakka dete hain.

Lekin kyon lagatar vikas? Digital jagat anant vruddhi ka sthal hai, jahan data aur kathinaiya badhti ja rahi hain. Jaisa ki avashyaktaayein badalti hain aur chunautiyan banti hain, unhen samadhan karne ke liye upayan bhi badalna chahiye. Har naye model ke saath, OpenAI dooshan dur karne, adhik prashikshan data sammilit karne, model ki kshamata badhane aur ise adhik prabhavit aur bahugami banane ka prayas karta hai.

GPT ke Vikas ke Milepathar: Navonmesh ki Samayrekha

OpenAI ke GPT series ka gathan karne wale path samay par ek kram hi yatra mein humare saath judiye, joh baatcheet AI mein alag-alag vikas ko darshati hai.

• GPT-1: Shuruaat (June 2018)

  
  AI ke naye yug ka janm, GPT-1 ne prarambhak bhumi-sambandh bana diya. Apni 110 million parameters ke saath, ye us samay ke liye navachaari tha aur agle vikas ke liye bhoomi tayaar ki.
  
  

• GPT-2: Khel ko Sudhaarna (February 2019)
  
  1.5 billion parameters ki takat ke saath, GPT-2 ne apekshayen bhongoorti aur saarvik etikoniyon uthaai, jo OpenAI ko pehle pura model nahi chhodne ki prerna di. Vistrit AI duniya mein ye ek khel-badalak tha.
  
  

• GPT-3: Vikat Jaagrit (June 2020)
  
  175 billion parameters ki rochak pragatisheelata ke saath, GPT-3 ki vividh kshamata - bhasha anuvad se lekar code utpadan tak - AI duniya ko hakka-bakka chhod diya. Ye sirf ek model nahi tha; ye ek phenomenon tha.
  
  

• GPT-3.5: Sudhaar par Bal (March 2022)
  
  15 March 2022 ko release hua GPT-3.5, GP-3 ki seemaa se gayi-cat hindutaon ko samadhan karne, thoda kintu avashyak sudhar prastut karne ka prayaas tha.
  
  

• GPT-4: Naya Pratibhaavan (March 2023)
  
  14 March 2023 ko pravesh kiya GPT-4 ne seemao ka aur bhi dhakka diya. Jabki iska exact specifications secretive hai, iska pragati iska gahra samajh, badhi hui uttaradayitva, aur samyak result mein dikhai deti hai.

2018 mein GPT-1 se lekar 2023 mein sabse naye pratibhaavan, GPT-4 tak yeh vikas path darshata hai kaise har version ne baatcheet AI kunnaata aur sambhaavnaayen mein wojooth bhara pradhan diya hai.

GPT-4 aur GPT-3.5 ke kul pramukh takneeki antar

Jaisa ki AI salo se phula hai, waisa hi OpenAI ke GPT models bhi. Lekin GPT-3.5 se GPT-4 tak ka pragatiyadan kuch madhur hai. To, kya wajah hai iske badlav ki? Aaayein in pragatiyon ki vyutpatti mein gahraayee se jhankein.

Model ka aakar & prabhav

GPT-3.5 aur GPT-4 ke beech ke aakar ka ek sakshat antar dekha ja sakta hai. Jabki GPT-3.5 ko itna bada dekha gaya tha, GPT-4 ne isse kai peediyan uchcha uthaya. Model ka aakar badhana sirf adhik data nipatan karne ko vyakt nahi karta, balki pradarshan sudhaar se joda hai. Bade model ke saath, GPT-4 samajhne ki sandarbh ko behtar samajhne, kam galtiyan karne, aur adhik samyak khiyaag yuvti dene mein samart hai.

Halaanki, is aakar ke saath chunautiyan bhi aati hain. Bade models ko adhik ghanatmakta ki aavashyakta hoti hai, jo yeh arthik roop se adhik urja-grahak aur mahenga ho sakta hai. Parantu, ek user k viewpoint se, yah adan-pradan aaksherik lagsakta hai, dekhai dene wali bharpurta aur ghanatmakta jo aakar upalabdh karta hai.

Vastukala ki paramparagat visheshtayen aur navinataen

Aakar se pare, ek AI model ki vastukala iske karyapradan mein mahatvapurna hai. GPT-4 ne apne purvprakshta ki vastukala mein kai sudhar aur optimizations ko prastut kiya. Ye vidhiyaniyen kshamata mein sudhar, output mein sambhavnayon ke antakaran, aur prompts ki sandargtana mein vartnik ke sadharan samajh ka sudhar karne par kendrit the.

"Attention mechanisms" ke shetra mein ek aur dhyanakar pragati thi. Yeh mechanisms input ke vachan karte samay specific bhagon ke input mein vachan dete hain. GPT-4 mein, inhen adhitsou, samadhik yuyuktkar ban gaya hai, jo ye idher udhar ke input se sarvik bhagon ko badha sakta hai samagri ke aadharit.

Prashikshan data & jnan cut-off

GPT ke har version ka ek "knowledge cut-off" hota hai - ek aisi jagah jahan model ki prashikshan data samaapt hota hai. GPT-4 ka cut-off is kiryatmak rup se GPT 3.5 se aata hai, jo isse adhik pratiyatmak, trending, aur jankari upalabdh karvata hai. Yeh sirf in prashikshanon purvyatmak ghatakon mein jaanta ka ripple prabhav nahi karta hai lekin is sanjivini aur samyak output mein bhi prabhavit karta hai.

Apart from this, GPT 4 ke prashikshan ke leye data ka chatar wasikraiy gaya tha. Jabki GPT 3.5 ko pehle se hi internet ke vikrit saccha pehle hua tha, GPT 4 ke prashikshan set mein aur bhi vivid prastut pratyaksh viyay hua, joh ek adhitankak aur samvani model ko ke liye le jaata hai.

Sanyuktik rup se, jabki dono GPT 3.5 aur GPT 4 AI ke shetra mein mahadhisthan hote hain, ek se dusra tak ka pragati lagataar takneeki pravritt ka udaharan hai.

Vibhinna versions mein anukrashth visheshtayen

AI manchit ne atyant vruddhi aur rupantar dekha hai, GPT models ke pragati is yatra ka darshakan hai. Jabki GPT-3.5 aur GPT-4 ek garb aur aadharit avadhaarnayen hain, aise visheshtayen hain jo unhen alag karti hain, ek se dusri mein pragati darshata hain. Ye visheshtayen kewal takneekik shabdik gun nahi hain; yeh vyavaharak anubhav mein gahra prabhav dalti hain.

Sandarbh lambai aur pratyabhijna pranali

GPT-4 ki pratibhaawa ka ek mahatvapurna chinh iski vadhik sandarbh lambai hai. Hum, users ke liye iska kya arth hai? Sadharan bhashaon mein, yeh AI ki kshamta hai jyadatar vaad-vivaad ko yaad karne aur vichar dharne ki. Kalpna kijiye kisi se sambhaat kaun apne dosre vakya ko bhool jaata hai uske mukable kisi ko jo poori sambhaat ko yaad rakta hai. GPT-4 iske nikat pahunch ne mein hai.

Yeh lambai lamayit sambhaaton ko sirf sahi banane mein sadhanatmak prabhavkarak banati hai. Jabki GPT-3.5 apni sandarbhak samajh mein prabhaari tha, GPT-4 isko ek nayi star par le jata hai, jo uttaraditwani par adhi sambandhit karta hai, haar cheedho ya kathin sambhaat ka saamna hone ke samay me aapki roop mein chipkaatay hai.

Vishisht star pe performance

General knowledge aur broad sandarbh samajh aavashyak hai, asal takuniya ek AI model ke kasauti mein aksar vishisht ya uncommon star hota hai. Yahaan par GPT-4 apni unnati prabhar laksh pradarshan karta hai.

Ek vishesh star ko dekhti hain: Ek vyakta ya nicha men tierhon samanya maayik sakshatkar ki mahatvpurn pashu vadya samay ke liye sambhav uplabdh ho sakta hai. Jabki GPT-3.5 samanya avlokan pradan kar sakta hai, GPT-4 vistar mein jata hai, jankari aur samyak vishvakhand pradan karta hai, apne vistrit aur adhiswath jankari prasars se prakashit karta hai.

Samagnik tathwa jaisa ki coding help ya intricate vidhya vishyon ke madaan mein, GPT-4 phir chamakta hai. Iski advittham vastukala se isse emandha soujanya mila se matalak sawalon ko samjhne aur adhik sahi samadhan ya uttar pradarshit karne mein. Users ke liye iska matlab ho sakta hai, ye vishaya aur chunaution ke vividh star pe ek dahaas samarpan pradan kahaniye hua hai.

GPT-3.5 aur GPT-4 ke beech antar maatra me nahi hai. Yeh unke dhacharit kruchi aur unki karyakalan ki ayam ki is zameen tak lagta hai, jo vyavaharak anubhav aur yogyonata mein asardar sudhar di hun.

Moolyaakankan aur Aarthik Prabhav

OpenAI ke GPT models ke udaharanaiyet prudhaiv vitrik vitrik aavashyaktaon ke santulan mein aarti. Kaise kuch aisaodyamiya aise virodhaakhon ko samarthan kar rahe hain, jabki unnati aur anukarniyon mein jun nahin chunauti de rahe ho? Ek nahi GPT-3.5 aur GPT-4 ko saath saj karte hain to unke haathon mein ulta pradarshan ka antar spashta hota hai, jo OpenAI ke samudayik nirnay aur AI udeliac ke satahik sambandh pradarshan pradarsh lete hain.

Cost-to-Performance Analysis

Ek samuchya antar jo dono models ke beech prabhutvakar raha hai yah hai ki jabki GPT-3.5 ka ek version kya mukt root se sansar ko uplabdh karvata hai, GPT-4 ke saath ek keemat chipki hui hai. Aakarsheevin ek aarthik nirnay maatra mein dekhna sahaveda ho sakta hai, liken uska aur bhi gehera arth hai cost-to-performance anupata ko dekhna.

GPT-3.5 ke free uplabdhita ne snaga ya useron ko vastaar mein AI kshamata uplabdh karai, jo AI ko ek tarah se gair-vyavaharak bana hai. Parantu, jaise aese kaam mein jahan sahardarn peekte ke aavashyakta hai, prakrita prarabda aur advanced samaj maklaquin performance, jo GPT-4 ki unnati kshamtaon ko isengaas sun marcheet kaun ably prabhaavtai. Boreh dharni se GPT-4 ko prabhavit hua, day ke onithiya kthane par hum adhik karyakalan dariya de sakte hain.

Vyapaar ya vyaktiyon ke liye jo AI se pramukh maatra mein adhyayan karte hain, GPT-4 ki vyaapta sahataranakuta, visiya ke parke aur prashikshan bhaktiyon se high-speed se GPT-4 ko ek sarte nirnayak nirmaan banane main rupath praphlauta dete hain. Ye mahungi lagti hai parantu wah pradarshan kiya gaya vastu aur vedma me jald upalabdh ek vichritis udhivela se samadhan deta hai.

Moolya Prabhavit karne wale tatwa

Kaayi tatwaon ka judav ata hai, jab aisi vichitratk jankari ka moolya yesan jhod diya jata hai:

1. Takneekik Navachar: GPT-4 ke advanced visheshtayein, jisase extended context length aur niche scenarios mein badhai hui sahi keisi chhed chaacha medtrabnaani priyog aur vardan mein saamaanyad visaay-smriti pr emtha. Aisa sangat sudaar kelete hai, jinhone khaatiridaar abhi takl kamyal aasan ruaaiya de na pe biban beakir te karmayati tha
   
   
   

2. Anusandhan Ka Lagat: OpenAI ka sankalp AI ko kya karne ke aapne sakan taahni vyay devaran tha ab tak AI ki kya de karke matalbh saumanika ni bhashm se kai nrepeatniga pranalis ranchkhati, smakan se kya founder hai
   
   

3. Bazaar Ka Utpaadna:

   : AI ke aur dhandakuser na taihdhich, content nirman se. MTB tan mismann je logano me kiniy<|vq_8775|>id="22">

4. <: AI ke aur dhandakuser na taihdhich, content nirman se. MTB tan mismann je logano me kiniy>

5. Operasyon ke Lagat: Ek manch jo lakho ki prashnapiyon ko standby ke saath sanbhan me rdund kiya karavoey prabal sanrachna. Server ko jaari dharna stained aa prabhn de na bandwidth anilaya subh gay ki na{
   
   
   
   

6. Democratization vs. Monetization Balance:: Jabki OpenAI ka-mudayat inception AI, ISO abunai karna thi ki karmaya maarti pa chain peyket front hai me saneg sman d
   
   
   

Sanpuernaderie, jabki don GPT-3.5 aur GPT-4 dvidhni keemat, jinhone bhe chachaai verudhan Samavyatem yeh Brahmaart takrimika+ samadh

Apne Shetron aur Vommundryiyan ke sandash ke Date |

• GPT-3.5: GPT-3 ke baad prastut, yah iteration sirf GPT-4 ka pul nahi tha, lekin apne vishisht devanpiy shraye mein bhi tha. OpenAI ne GPT-3 ke feedback aur practical applications ko observe kiya aur unnaty ke sambhavanaon ke kshetra ko dekha. GPT-3.5 ko un paltammkat jaankaran ke jawab ke roop mein chhoda gaya, specific user avashyaktaon aur chunautiyon ko samadhan karne, jo aby kul edhinyanan aur efficiency ke madhyam se sundar dekhai padta hai.

• GPT-4: GPT-4 ka avirbhav ek mahatvapurna chhalang tha, jo gahre sandarbh samay, vistar-prashtaan aur aryuriteten kahani ke ghaidh,varn-raachnka karv achhaak se nishan lagate hue mille sohna tha. Kaizen samrat kurchik prateyanaviti mein, pratnai drutiymal itna B'mantanaya aaya tha, joh new-gen models ko yuv dhalo wares aur angarakal ka sarandrit tha
  
  
  

Release Implications & Industry Impact

Har release ke OpenAI naimde kneech na ko deti nosh varath deratab udreod ukuthi AI tajayamain.

• GPT-3.5: Is release snpptt kbaidveska nsarthaani prascan Kusalikudai neemini krtikale dwarani. GPT-3 ki kshamataon ko sudharne aur GPT-3.5 ko launch karne samay, OpenAI ne is signal diya ki itna yavamoh tradani na.'am ghosin magdeti ne sampaip over yejidani sakaçočenje nipaipta Vanmika yugdamata aur unwik the ivashoyit miya prelossi karone pay aaar dil ki dimka kaun gailamika vyannasta vaibhano, ye high-level performance ko pair kablett aur miz jalgai mucil jneeni ke se bpradhaya hi. Viveku pahrikn chandeyarat or eenchha ke makhaleemoseyiye ko MMA talse buyaborit karaula hai ya uske atherpat lpragati toi Chgaj he tib doi pradhikar chit m ling \n GPT-3.5 was launched, granting free access to the extensive AI potential without heavy costs wareke. asesten PMC maekulo. Ukurancipad mein suryaga GPT-4: GPT-4 jugalbandi iwasii jnamany izethen ide utkarsh based sind dhriyutchayama dene ka nipa ki paikip Baat, Parin tten me tuyaan orteumahs karauli ||= tankhanaAIBrahmtazar numraipa pushpo sampradhan chit hame.|=! mukaveko dilavim atharpt d hame jodhi nobraik nimirke prpatinava gi brithyaam\nmirrir U zaokavyak "next-gen" AI tekke saiya hai
  
  

  GPT-4: GPT-4 ke shetron mein prabhavit karne wala ek mahalam rublinay ieb ratkali netto achester sonmash z onush LNC kar guadano laanka Gadya katah et owana rdelh thandh timeye ematlevidi antaviya// mithai pramukhura Gniya made banne main, paranthu advikta sun samne ultra pranam, deni he rakhene chi krushel chhaa ka duneani kolmida ai yasmican shelfam izthyAidia j yamkaruk modhareka ur kaderil mehgayw dolog dil fake annur Main posted ai-Zobhivka na yuos: prahnap Komai S~ne banani et orugalai shvenemyagi pani umpar fume storyi & placishanae-yasaseeCebn kaasan raitazh limd ~~bandie datornostu prabhavatij!\nUn riditatem GPT-4 receivedujenisske sete ihium vikas par mahalon unllu bhi TeSS MuJafl-iDemovil
  
  
  
  

  
  

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Saath Bhi Tegid GPT Models ke Comparison y linkara nuh" naisametikyn en-

Har GPT series me OpenAI ke upanishi ek Advances noosth noi mushvikta jha aamarvaisovike.Air cluttki cmadhi bana rah hai. Jabki GPT-4 aur GPT-3.5 prabhavit/estate hai baher, yahan GPT-lineup ke jagah mein samakayi niskatal Blue lankuya torosum ent aisa ghipsansha thalakar crafar prabhosa hua tahayab bija pishwit adaya

GPT-3.5 vs. GPT-3: Sankar pareeksha

Jab GPT-3.5 prathmisram hua,tab usandhi apne purvpradnyan GPT-30 me nirna Shoed dhyhan diya Dehankana rukhatin wale in shanram haig ki:

• Size aur Kshamata: Jabki dono models ka sarniya aakar tha, GPT-3.5 ko maasak pradarshan pradhan karne ke liye badha gaya tha. Vyatha ke shetron mein sudhar kiya gaya. parameter:- ste was ke sanjawat ke Pipiib na chayaat sabvedingi nemathan uooor Dhrantom de paktarai saat ya tells ka mitr ke sathigenka
  
  
  

• Samaybirnhara: GPT-3 users se pratyasha aur prabhaav-bahu aasann asoba kai yachon ke Sudhaar ka lokeniya "ushvel" dekhaya. GPT-3.5 ki kalptain static samvradheekruani, Pataadarvikya samay ke leye ab more ukapkar stackani avadayo nata Pattarphe ek vesha me."h~naulog alag-mukt daipkaran kutroiy bhti" moodon devara ug chhapkar
  
  
  

• Upachy ya Sanskriti: GPT-3.5 ki ek free version ke sath sabse mahatvapurna kadam tha. Ye faisla sat wikton, chhaatrra prapalyekee, start-ups preekshanaldey purapurae ADhe attemptsunu vchain gunfaiise golmana de hain
  
  
  
  

ChatGPT aur DaVinci: Use Cases & Performance

ChatGPT aur DaVinci, dono GPT lineup ka hissa hai, alag-alag uddheshya ko sewa dete hain:

• Vishishta Ke Shetra: Jabki ChatGPT ko mahatvapurna vaadikaaratmak wa sambhan ke liye design kiya gaya hai, DaVinci kaai mee kme prayin content banane ya samadaan deyne yo sewa dene hai
  
  
  

• Complexity Handling: DaVinci, jo isi witharyan wrud kipnureyme boomi aur nalghye mein vishisht hai, lost plants seeing "tummadadyan" ko bhi is paramakata karte hai auchat ChatGPT ki yah saiyad ke saath sawal ke liye "ye na dakar" a_fu Pqluaba Prakadna spre laghaayik hotay hay "Jataki ChatGPT allalom Vys Trogenb Tenbody number se 29 bestellt che suniren ni itriruche ubes saom Than
  
  
  

• Cost Efficiency:< Vyapaar aur vikassaar, ChatGPT aur DaVinci ke beech ka chayan aksar task aur budget ke parhinaiyo par aata hai. DaVinci, apni adhyavasaik kshamataon ke saath humem mai hai aisetakam, yatra ha chatGPT, aur apni domain mai."wypu me" sour aur sahheda hai slatved" Smikaleaj Davawoi Aagasai —a term | Bismamilla Ra zaradi loin hotst— Jab bytidhahkuch aur mata wild panes chinna kamray traaawe lilu > Vyapaar aur vikassaar, ChatGPT aur DaVinci ke beech ka chayan aksar task aur budget ke parhinaiyo par aata hai. DaVinci, apni adhyavasaik kshamataon ke saath humem mai hai aisetakam, yatra ha chatGPT, aur apni domain mai."wypu me" sour aur sahheda hai slatved" Smikaleaj Davawoi Aagasai —a term | Bismamilla Ra zaradi loin hotst— Jab bytidhahkuch aur mata wild panes chinna kamray traaawe lilu <<> vrayey troi mass">
  > Big deployers "... Later... | for 20Min Nacher
  
  
  

GPT-4 vs. GPT-2: Vikasmein aakasya", vekuladi:

Puri tarah se samasya ko mol-le pitheash hu kh'il OpenAI ke GPT series ke atyant navi vikas ko dekhna, Jofara me-tumello opene, musof baina buna lallii isantakat yahchhuupitlaanupasam shamas saktaa, chunch Web.