Ola’s language model, Krutrim AI is an LLM that understands and generates content in 10 Indian languages. The aim is to be able, through the technology of a large language model (LLM), which not only reflects India’s cultural and linguistic diversity but also outperforms all other LLMs like ChatGPT and GPT-4 on benchmarks for Indian languages.
Krutrim has two versions: the basic Krutrim model, which is due to be released for use by all in December this year; and the more powerful version – Krutrim Pro which will go on a development track next quarter. Ola states that Krutrim is India’s own AI, a pioneer in the field of artificial intelligence.
In this article, we’ll learn more about the basics of Krutrim AI, its features and benefits, its working model, and pricing plans.
What is OLA’s Krutrim AI? – ChatGPT Rival
What is OLA’s Krutrim AI?
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Krutrim is an AI startup developing a multilingual large language model (LLM). Being able to generate text in 10 different Indian languages, it’s also built for language abilities which combines Hindi and English.
Krutrim uses a special tokenizer to recognize the languages and scripts, which has been trained on more than two trillion tokens gathered at local places. It can also take voice as input and output, converter between different languages like Hindi, Tamil or Telugu. In February, Ola will also begin to release Krutrim APIs, which can be integrated into companies ‘and developers’ own products and services. The Sanskrit word Krutrim means ‘artificial’.
Features of Krutrim AI
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Ola disclosed Krutrim to be India’s own (Artificial Intelligence) AI Model. It was developed by an artificial intelligence venture owned by the company named Krutrim Si Designs. The startup was revealed by Ola in Bengaluru where both the headquarters of Ola and Krutrim Si Designs are located. Here are some of the features of Krutrim AI:
1. Language Expertise
Krutrim AI understands both textual and voice inputs in 10 Indian languages, such as Hindi, Kannada, Marathi, Odiya and Telugu. It also produces outputs of the same type. It therefore can serve a big and eclectic user base, in particular those who are uncomfortable with English or other foreign languages. Making things even more interesting, Krutrim AI can switch between languages.
2. Performance Superiority
Because Krutrim AI has been trained on over 2 trillion tokens collected from local sources – twenty times more than any other model – it can deal much better with the language characteristics of each and every one used. In terms of Indic language support, it has an edge over other LLMs. In addition to a custom tokenizer for interpreting the languages and scripts, Krutrim AI is also capable of processing and generating content in different linguistic settings.
3. User Engagement
Two versions of the new Krutrim AI are presented, with a base model that will be open to everyone from next month and an advanced version called Krutrim Pro which has greater ability for public use. Since this technology is still being developed, interested users can leave their mobile numbers to express interest in Krutrim AI and will be notified when the technology comes into use.
4. Cultural Relevance
Krutrim is artificial intelligence that reflects India’s cultural and linguistic diversity so as to suit the needs of Indian users. The origin and identity of Krutrim AI is made apparent by its Sanskrit word, which means ‘artificial’. Ethical use of AI and respect for the privacy and data security concerns of users are also emphasized by Krutrim.
The company’s goal is to participate in the development of Indian-specific AI solutions and endow several tens of millions with the latest technology.
Benefits of Krutrim AI
Krutrim, whose name means artificial in Sanskrit, is an LLM which has been trained on more than 2 trillion tokens. They are substitution words that appear in conversation. Here are some of the benefits of Krutrim AI:
1. Vision and Task Execution
Besides natural language processing and generation, Krutrim AI can do things such as vision, speech and task execution. This means that in addition to recognizing and outputting text and speech, Krutrim AI can also recognize images or grasp actions.
2. Domain-Specific and Complex Queries
Krutrim AI can deal with complicated and exclusive inquiries about content on all kinds of industries. In other words, when dealing with technical terms or concepts that appear in user questions and problems Krutrim AI can give relevant and accurate answers.
3. Ethical Use and Data Security
Krutrim AI says that it observes responsible use of artificial intelligence and protects user privacy and data security. This means that Krutrim AI operates according to the principles and guidelines of a responsible, trustworthy or ethical artificial intelligence (Responsible-AI), with its collection and processing of data carried out in transparent manner.
Krutrim AI hopes to participate in the development of Indian-specific, localized AI thinking and its more cutting edge technology can help millions.
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What are the Use Cases of Krutrim AI?
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In 10 Indian languages, Krutrim AI can understand and generate content. In tests of Indian-language understanding, it is better than other LLMs such as ChatGPT and GPT-4.
Here are some of the use cases of Krutrim AI:
1. Chatbots and Conversational Agents
Krutrim AI can be used to design chatbots and conversational agents that speak the language users prefer, in text or voice. They can provide customer service, information, entertainment and other services across many different domains and platforms.
2. Content Generation and Translation
The software created by Krutrim AI can author and translate texts in the 10 Indian languages that include Hindi, Kannada, Marathi, Odiya or Telugu among others. This can produce and distribute content for education, entertainment, news or social media purposes.
3. Speech Applications and Recognition
The Krutrim AI allows for the processing and generation of speech in 10 Indian languages, thus making possible voice applications and recognition systems. Voice assistants, voice search, voice typing or dictation and even voice biometrics.
4. Semantic Search and Analysis
Natural language processing and understanding techniques can let Krutrim AI do semantic search and analysis on large volumes of data in 10 Indian languages. This can get insights, patterns and trends from the data collection so as to give relevant and accurate answers for user queries.
5. Creative Content and Entertainment
Leveraging natural language generation and multimodal techniques, Krutrim AI can be used to develop creative content of various types in 10 Indian languages. This includes the creation of poems, stories, folk songs, jokes or memes in whatever genre and style you like.
These are some of the applications for Krutrim AI, which can transform artificial intelligence in India and meet the demands and tastes of Indian users. Krutrim AI aims to contribute to the evolution of AI solutions tailored for the Indian linguistic landscape and empower millions of users with its cutting-edge technology.
How does Krutrim AI Work?
Krutrim beats GPT-4 of OpenAI in Indian languages, with better time and computation. In English, according to some reports Krutrim performs better than Meta’s Llama 2 chat but behind GPT-4, Google’s Bard and Gemini. Depending on user preferences, the model runs in text and voice mode. Here is how Krutrim AI works:
1. Data Collection and Processing
In 20 Indian languages, the Krutrim AI has been trained on more than 2 trillion tokens gathered through sources located in India. These are sub-words used in conversation and text. Specializing in interpretation of languages and scripts, Krutrim AI uses a custom tokenizer to split the data into smaller units which can be fed as input arguments for the model.
2. Model Architecture and Training
Its architecture employs a neural network capable of learning the relationships between words and sentences so that it can create coherent, relevant text. Krutrim AI has 1.5 billion parameters, which are the weights that affect how a model processes inputs and creates outputs. Krutrim AI has been trained on several GPUs and TPUs, which are processed hardware devices capable of performing complex mathematical operations at high speed.
3. Model Evaluation and Deployment
Krutrim AI has been assessed on several industry-standard benchmarks including GLUE, XGLUE and IndicGLUE. These measure capability in natural language processing (NLP) as well as understanding tasks like sentiment analysis, question answering or machine translation of text from one human language into another.
Krutrim AI says it outstrips other LLMs like ChatGPT and GTP-4 on these marks, particularly in Indic languages. Krutrim AI will be deployed in two versions: the basic Krutrim model, which will be released for use by the public next month and a stronger one called Krutrim Pro.
4. Model Application and Integration
And Krutrim AI can be applied to many different domains and platforms, including chatbots, content generation speech applications, semantic search or creative content. What’s impressive is that Krutrim has developed AI software to process both text and voice inputs, as well as outputs in Indian languages including Hindi, Kannada, Marathi, Odiya, and Telugu.
Krutrim AI is also able to move smoothly between languages, providing a new form of interaction. Krutrim AI is planning to release the Krutrim APIs in February so that companies and developers can integrate them into their own products.
Pricing Plans of Krutrim AI
Krutrim AI is an LLM developed by Ola, India’s ride-hailing company. It can understand and generate content in 10 Indian languages. Here are the pricing plans of Krutrim AI:
Krutrim Basic: This is the basic version of Krutrim AI, which will be open to public use from next month. Krutrim Base is free of charge for personal and non-commercial use, but only up to 10,000 tokens a month. You can register on the Krutrim website to use the base model.
Krutrim Pro: This is the more powerful and multi-modal variant of Krutrim AI, which will be introduced for enterprise use in next quarter’s issue. Krutrim Pro costs Rs. Up to 10,00 per month for up to 10; extra tokens and features will be charged additionally. To be able to try out the pro model early, companies and developers can register their interest on the Krutrim website.
These are the pricing plans of Krutrim AI which demonstrate its potential to completely change the world of artificial intelligence – and suit Indian users’ demands and desires.
Krutrim AI: ChatGPT’s Ultimate Indian Rival
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Ola, India’s ride-hailing company
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OpenAI, a research organization
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10 Indian languages, such as Hindi, Kannada, Marathi, Odiya, and Telugu
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Only English
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More than 2 trillion tokens collected from local sources
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More than 45 terabytes of text from the Internet
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1.5 billion parameters
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175 billion parameters
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Transformer-based
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Transformer-based
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Yes, by default
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No, unless enabled by a plugin
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No
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Yes, can be creative, precise, or balanced
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Base and Pro
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3.5 and 4
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Base: public use from next month;
Pro: enterprise use from next quarter
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3.5: free for personal and non-commercial use;
4: paid for commercial use
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Yes, will be launched in February
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Yes, Available now
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Chatbots, content generation, speech applications, semantic search, creative content
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Chatbots, content generation, code generation, machine translation, text summarization
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Conclusion
Ola founder Bhavish Aggarwal created a new large language model called Krutrim AI, which sets out to compete with ChatGPT and other overseas artificial intelligence models. To be a ‘made-in-India’ model, Krutrim includes support for 10 Indian languages and data from local sources. Krutrim says it’s better at Indian languages, and about even with other models on English.
Krutrim aims to develop its own AI hardware and supporting infrastructure, including chiplets and supercomputers. Krutrim is a grand project that demonstrates India’s capabilities in the field of AI.
What Is OLA’s Krutrim?: ChatGPT Rival – FAQs
1. What is Krutrim SI Designs focusing on with its AI models?
Answer:
Krutrim SI Designs is focusing on tailoring AI models for the unique needs and necessities of Indian users, emphasizing cultural connections and cost structures according to the Indian needs.
2. What are the two sizes of Krutrim AI models introduced?
Answer:
The two models of Krutrim AI introduced are Krutrim and Krutrim Pro, with the latter involving advanced problem-solving and task execution capabilities.
3. How many Indian languages can Krutrim understand and generate content in?
Answer:
Krutrin can understand and generate content in 22 languages, including Marathi, Hindi, Bengali, Tamil, Kannada, Telugu, Odia, Gujarati and Malayalam.
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