Should India build its own large language models (LLMs) or adapt existing ones? This debate is more than academic—it strikes at the heart of India's digital future. Some argue that homegrown LLMs are vital to serve India's unique linguistic and cultural diversity, while others see greater value in leveraging established models to save time and resources. But framing this as an either-or question misses the point entirely.
The real issue is strategic autonomy. Just as India's decision to develop indigenous supercomputers bolstered innovation and reduced reliance on foreign technology, mastering LLMs is not a luxury—it is a necessity. In an increasingly digital world, self-reliance in critical technologies is not optional; it is the foundation of sovereignty and progress.
Get the ball rolling Numerous applications for developing LLMs will emerge, and we must leverage internationally available technologies and methodologies to build our own models, rather than waiting for proprietary technologies. Existing large models based on Generative Pre-trained Transformer (GPT) and techniques like Self-Supervised Learning are readily accessible and can be implemented to advance our efforts.
This story is from the December 12, 2024 edition of Financial Express Ahmedabad.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 9,000+ magazines and newspapers.
Already a subscriber ? Sign In
This story is from the December 12, 2024 edition of Financial Express Ahmedabad.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 9,000+ magazines and newspapers.
Already a subscriber? Sign In
AAP rejects claims of nod to prosecute Kejriwal
AAM AADMI PARTY leaders in Delhi, on Saturday rejected claims that Lieutenant Governor VK Saxena has granted sanction to the Enforcement Directorate to prosecute party supremo Arvind Kejriwal in the alleged excise policy scam.
Maharashtra portfolios: CM keeps home; Pawar gets finance
MAHARASHTRA CHIEF MINISTER Devendra Fadnavis on Saturday allocated portfolios to his council of ministers, retaining the crucial Home department with him.
US shutdown averted, with funding bill rushed by Senate
Gets overwhelming approval in the House of 366-34
Film fest raises toast to women, Kerala hopes industry follows
WHEN SHE SET out to direct her first feature film, Adithya Baby had an army of university classmates as her cast and crew. The familiarity of friends ensured that the production of Kamadevan Nakshatram Kandu (Cupid Saw the Star), the Malayalam language film screened at the just-concluded International Film Festival of Kerala (IFFK), was a safe workplace for everyone.
A 'second tree of life' could wreak havoc, scientists warn
Research on altering fundamental DNA, protein structures could lead to synthesis of lethal organisms
How to repair the planet? An answer hides in plain sight
What if we're looking at environmental problems the wrong way? What if we tackled them as a whole, instead of individually?
Shame and hypocrisy
The hypocrisy of political parties exploiting Dr. Ambedkar's name while ignoring the plight of Dalits is highlighted, along with the alarming statistics of manual scavenging, hate crimes, and discrimination faced by the Dalit community.
FIFTH COLUMN
WHAT REALLY NAUSEATED me about the shenanigans in Parliament last week was the hypocrisy.
Battle for Mont Choisy
A Sunday showdown at the 2024 AfrAsia Bank Mauritius Open golf finale
Big blows for the Constitution
Congress but Indira Gandhi apologized and vowed that Emergency would never be repeated.