Meta, artificial intelligence de kshetr vich apni pratibaddhata nu darshaonde hoye, haal hi vich pehli LlamaCon conference vich Llama API da udghatan kita. Aih ailaan, standalon AI applications di shuruat de naal-naal, cutting-edge AI models tak pahunch nu loktantrik banane di disha vich ik mahattavpurna kadam hai. Llama API vartaman vich devlopers nu free preview format vich uplabdh hai, jo unhanu isdi kshamata nu talaashan ate isnu apne projects vich integrate karan layi amantrit karda hai.
Llama API nu devlopers nu Llama 4 Scout ate Llama 4 Maverick samet naveenatam Llama models di parakh ate deploy karan vich ik behtareen anubhav pradaan karan layi design kita gaya hai. Aih models Meta di AI research di front line di pratinidhata karde han, jo vibhin applications layi banaye gaye vadhae hue pradarshan ate anokhi visheshtawan di peshkash karde han. Istemaal di sahulat nu suvidhajanak banane layi, API ik one-click API key banane di prakriya pradaan karda hai, jo devlopers nu jatil setup prakriyawan to bina jaldi shuruat karan di ijajat dinda hai. Is de naal hi, API halke TypeScript ate Python SDKs naal lais hai, jo vikas di pasand de aadhar te kam karda hai ate maujud varkflos naal anukulta nu yakeeni banaunda hai.
Llama API naal streamlined development
Llama API apne aap nu ik streamlined vikas anubhav di peshkash karke vakhra karda hai, jo istemaal di sahulat ate jaldi integration te jor dinda hai. Ik click API key banane di visheshta AI models tak pahunchan naal jude paramparagat jatilatawan nu khatam kardi hai, jo devlopers nu banaun ate innovation te dhyan kendrit karan di ijajat dindi hai. Is sahulat nu halke TypeScript ate Python SDKs shamil kar ke hor vadhaea gaya hai, jo devlopers nu apni pasand di programming languages vich API naal parasparik kriya karan layi jaruri tool pradaan karde han.
OpenAI SDK naal compatibility
AI devlopers vich OpenAI platform di prachalta nu pachhande hoye, Meta ne yakeeni banaya hai ki Llama API puri tarah naal OpenAI SDK naal anukool hai. Aih anukulta ik ranneetk chaal hai jisda maqsad devlopers layi OpenAI to Llama ecosystem vich apne applications nu transition karan layi seamless migration nu suvidhajanak banana hai. Sikhlai curve nu ghatt karke ate vyapak code sudharan di jarurat nu ghatakar, Meta devlopers de vishal audience nu aakarshit karan ate Llama API de aas paas ik ujjwal community nu protsahit karan di ummeed karda hai.
Cerebras Partnership: Anokhi Inference Speed
Llama API de sab to majboot pahluwan vichon ik isda optimized pradarshan hai, jo Cerebras ate Groq naal ranneetk sajhedari de madhyam naal haasil kita gaya hai. Inhan sahyogan de natije de taur te inference speed vich mahattavpurna pragati hoyi hai, jisne AI model deployment layi ik nava benchmark sthapit kita hai. Khaas taur te Cerebras ne shandar pragati kiti hai, jinhan da daava hai ki isda Llama 4 Cerebras model 2600 tokens prati second di dar naal tokens generate kar sakda hai. Aih speed NVIDIA dwara pesh kiti gayi paramparagat GPU solutions naalalon 18 guna tej hai, jo Cerebras di technology di badlawi sambhavna nu ujagar kardi hai.
Industry Standards De Khilaaf Benchmarking
Llama 4 Cerebras model de pradarshan nu drishtikon vich rakhn layi, isnu sthapit industry standards de khilaaf tulna karna madadgaar hai. Artificial Analysis benchmark de data de anusaar, ChatGPT 130 tokens prati second di speed haasil karda hai, jad ki DeepSeek 25 tokens prati second prabandhit karda hai. Llama 4 Cerebras model di 2600 tokens prati second di speed inhan ankarwan nu kamjor kar dindi hai, jo inference kshamata vich ik mahattavpurna jhapdi nu darshaudi hai. Is tarah da pradarshan real-time AI applications layi naviyan sambhawnawan nu khol dinda hai, jithe speed ate jimmewari sarwoch hai.
Cerebras Da Vision
Cerebras de CEO ate co-founder Andrew Feldman ne Meta naal sajhedari layi apne utsaah da izhaar kita, ate keha ki unhanu Llama API nu duniya di sab to tez inference API banane te garv hai. Unhan ne real-time applications banaun wale devlopers layi speed de mahattav te jor ditta ate daava kita ki Cerebras da yogdaan GPU clouds dwara apratyaashit star tak AI system pradarshan nu vadha dinda hai. Aih bian is pratiyogitaatmak fayde nu rekhankit karda hai jo Llama API pradaan karda hai, khaas taur te unhan applications layi jinhanu ultra-low latency ate high throughput di lod hundi hai.
Groq Da Yogdaan: Ik Santulit Approach
Jad ki Cerebras inference speed nu vadhaun te dhyan kendrit karda hai, Groq apne Llama 4 Scout model naal ik santulit approach di peshkash karda hai. Aih model 460 tokens prati second di speed haasil karda hai, jo phir vi doosre GPU solutions ton chaar guna tez hai. Groq di peshkash devlopers layi ik majboot vikalp pradaan kardi hai jo pradarshan nu kurban kitte bina laagat prabhavshilata ate urja kshamata nu tarjee dinde han.
Laagat Vichar
Speed de naal-naal, Groq apne Llama 4 Scout ate Llama 4 Maverick models layi transparent pricing di jaanKari vi pradaan karda hai. Llama 4 Scout model di laagat input layi $0.11 prati million tokens ate output layi $0.34 prati million tokens hai. Llama 4 Maverick model di keemat input layi $0.50 prati million tokens ate output layi $0.77 prati million tokens hai. Aih pricing di jaanKari devlopers nu is bare vich suchit faisle karan di ijajat dindi hai ki kehda model unhan diyan jaruratan ate budget majburiyan de anusaar sab to vadhiya hai.
AI Inference Da Bhavikh
Meta di Llama API, Cerebras ate Groq de yogdaan naal judi hui, AI inference de kshetr vich ik mahattavpurna kadam nu darshaudi hai. Cutting-edge AI models tak pahunch nu loktantrik banakar ate hardware-software co-design de madhyam naal pradarshan nu optimize karke, Meta AI applications di agli peedhi banaun layi devlopers nu saksham bana raha hai. OpenAI SDK naal Llama API di anukulta entry layi rukawat nu hor ghat kardi hai, jis naal aih unhan devlopers layi ik aakarshak vikalp ban janda hai jo nave AI frontiers nu talaashana chahte han. Kyonki AI landscape nirantar vikas karda rahega, is tarah diyan pahal kadmiyan Llama API jaise technology de bhavikh nu aakar dene vich mahattavpurna bhumika nibhaungiyan.
Llama 4 Scout ate Llama 4 Maverick Di Talaash
Llama API devlopers nu do mukh models: Llama 4 Scout ate Llama 4 Maverick naal parichit karaunda hai. Aih models vibhin application diyan jaruratan nu pura karan layi design kite gaye han, jo kshamatawan ate pradarshan diyan visheshtawan di ik range di peshkash karde han. Devlopers layi aih yakeeni karna jaruri hai ki unhan de projects vich kisnu integrate karna hai is bare suchit faisle karan layi har model diyan sookhma nu samajhana jaruri hai.
Llama 4 Scout: Kshamata Ate Speed
Llama 4 Scout nu kshamata ate speed layi design kita gaya hai, jo isnu unhan applications layi ik aadarsh vikalp banaunda hai jithe low latency ate high throughput mahattavpurna han. Isda optimized architecture isnu jaanKari nu jaldi ate prabhavi dhang naal process karan di ijajat dinda hai, real-time interactions ate jimmewari nu saksham banaunda hai. Aih model khaas taur te chatbots, virtual assistants ate real-time data analysis jaise applications layi sahi hai.
Llama 4 Maverick: Power Ate Precision
Llama 4 Maverick nu, doosri taraf, power ate precision layi design kita gaya hai. Aih unhan kamman vich utkrit hai jinhanu uchch star di shuddhta ate vishishtata di jarurat hundi hai, jaise ki natural language samajhana, bhavna vishleshan ate jatil tark. Aih model unhan applications layi sahi hai jinhanu bhasha di gahrai naal vishleshan ate suchit samajh di lod hundi hai, jaise ki research, content creation ate advanced data processing.
Devlopers Layi Implications
Llama API devlopers layi gahre implications rakhti hai, AI de kshetr vich naviyan sambhawnawan ate avsaran nu khol di hai. State-of-the-art AI models tak pahunch pradaan karke ate vikas prakriya nu saral banakar, Meta devlopers nu navin applications banaun layi saksham bana raha hai jo pehlan aprapt the. OpenAI SDK naal API di anukulta isdi appeal nu hor vadha dindi hai, jis naal aih unhan devlopers layi ik aakarshak vikalp ban janda hai jo apne maujud projects nu migrate karna chahte han ya nave AI frontiers nu talaashana chahte han.
Real-Time Applications
Llama API da optimized pradarshan, khaas taur te Cerebras naal sajhedari de madhyam naal, isnu real-time applications layi sahi banaunda hai. Anokhi speed te tokens generate karan di yogyata devlopers nu unhan applications nu banaun di ijajat dindi hai jo user input layi jaldi ate aasani naal pratikriya karde han, jis naal overall user anubhav vadhaea janda hai. Aih real-time translation, interactive gaming ate dynamic content generation jaise applications layi naviyan sambhawnawan nu khol dinda hai.
Advanced Data Processing
Llama 4 Maverick model di power ate precision isnu advanced data processing kamman layi ik uttam vikalp banaunde han. Jatil bhasha nu samajhan ate vishleshan karan di isdi yogyata devlopers nu unstructred data, jaise ki text ate social media posts ton mullyawan insight nikalan di ijajat dindi hai. Isnu vibhin applications layi istemaal kita ja sakda hai, jis vich market research, bhavna vishleshan ate jokhim prabandhan shamil han.
Innovation Ate Creativity
Ant vich, Llama API da sab to vadhiya asar innovation ate creativity te pai sakda hai. Cutting-edge AI models tak pahunch pradaan karke ate vikas prakriya nu saral banakar, Meta AI-powered innovation de ik nave yug nu protsahit kar raha hai. Devlopers hun takniki simawan dwara majbur hue bina anokhi ate aakarshak applications banaun te dhyan kendrit kar sakde han. Is vich udyogan nu badalan ate vikas ate vikas layi nave avsaran nu banaun di sambhavna hai.
AI Vich Meta Da Nirantar Nivesh
Llama API AI research ate development vich Meta de nirantar nivesh di sirf ik udaharan hai. Company AI naal jo sambhav hai usdi seema nu aage vadhaun ate inhan technologies nu duniya bhar de devlopers layi sulabh banane layi pratibaddh hai. AI innovation de ik ujjwal ecosystem nu protsahit karke, Meta pragati nu chalane ate aise bhavikh nu banaun di ummeed karda hai jithe AI har kisi nu labh pradaan karda hai.