Unveiling the Complex World of LLM Training: A Deep Dive into the Steps and Best Practices Involved in Training LLMs

5 months, 4 weeks ago

Unveiling the Complex World of LLM Training: A Deep Dive into the Steps and Best Practices Involved in Training LLMs

A comprehensive overview of the training process of large language models (LLMs). The article explains the intricate steps involved in training LLMs, from data collection and tokenisation to fine-tuning and evaluation. It emphasizes the importance of data diversity, efficient compute use, and ethical considerations in LLM development. The author provides best practices for training LLMs, highlighting the need for a balanced and diverse dataset, efficient computational methods, and attention to ethical implications.

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Unlocking India's Digital Potential: Role Of AI, Generative AI In Vernacular Languages For Users

7 months, 3 weeks ago

Unlocking India's Digital Potential: Role Of AI, Generative AI In Vernacular Languages For Users

India

Explained | What is a transformer, the ML model that powers ChatGPT?

1 year, 11 months ago

Explained | What is a transformer, the ML model that powers ChatGPT?

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Small Language Models Are the New Rage, Researchers Say

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Small Language Models Are the New Rage, Researchers Say

The original version of this story appeared in Quanta Magazine. The latest models from OpenAI, Meta, and DeepSeek use hundreds of billions of “parameters”—the adjustable knobs that determine connections among …

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Google’s new AI Studio lets you turn text into full-fledged videos with voiceovers, music, and effects

5 days, 13 hours ago

Google’s new AI Studio lets you turn text into full-fledged videos with voiceovers, music, and effects

Creating professional-quality videos has traditionally required advanced skills in video editing, special effects, and audio production. Google is changing that with the introduction of Vertex AI Media Studio, a groundbreaking …

Hindustan Times

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Jaspreet Bindra: Being AI in the age of humans

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Jaspreet Bindra: Being AI in the age of humans

Artificial intelligence has been with us for more than 60 years, but only in the post-ChatGPT years did talk of an ‘ age of AI ’ achieve popularity. While I …

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Kazakhstan’s Bid For AI Sovereignty

1 week ago

Kazakhstan’s Bid For AI Sovereignty

On March 13, Kazakhstan’s President Kassym-Jomart Tokayev met with Thomas Pramotedham, the CEO of Presight AI, an artificial intelligence firm, to discuss plans for a supercomputer cluster in the country. …

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Evaluation of AI large language models in final stage: Ashwini Vaishnaw

1 week, 1 day ago

Evaluation of AI large language models in final stage: Ashwini Vaishnaw

New Delhi, April 7 : The evaluation of AI large language model applications is in its final stage, said Union Minister Ashwini Vaishnaw on Monday. The minister said the government …

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AI tracker: Three cases of AI ethics that gave us food for thought this week

1 week, 2 days ago

AI tracker: Three cases of AI ethics that gave us food for thought this week

Of course we have an AI-written paper that denies climate change Climate change deniers are pushing an AI-generated paper questioning human-induced warming, leading experts to warn against the rise of …

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Why AI can’t take over creative writing

1 week, 2 days ago

Why AI can’t take over creative writing

Vancouver, Apr 6 In 1948, the founder of information theory, Claude Shannon, proposed modelling language in terms of the probability of the next word in a sentence given the previous …

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OpenAI to release new open language model in coming months

2 weeks ago

OpenAI to release new open language model in coming months

Just a few days after launching its new image generator, OpenAI has announced that it is planning to release a new “first open language model since GPT 2 in the …

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Good response to India AI Mission: MietY

2 weeks, 5 days ago

Good response to India AI Mission: MietY

Around 187 proposals have been submitted by researchers, entrepreneurs and startups for developing indigenous large language models which have been launched under the India AI mission. Abhishek Singh, additional secretary, …

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OpenAI’s upgraded GPT-4o offers more realistic image and text capabilities

2 weeks, 6 days ago

OpenAI’s upgraded GPT-4o offers more realistic image and text capabilities

OpenAI claims that the improved GPT-4o model enables both consumers and businesses to generate more realistic images, coherent paragraphs of text, commercial logos, and PowerPoint presentations with greater ease OpenAI …

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AI As Catalyst: How Students Are Leveraging AI Today, To Build A Better Tomorrow

3 weeks ago

AI As Catalyst: How Students Are Leveraging AI Today, To Build A Better Tomorrow

By Sanamdeep Chadha & Sarvagya Jagatram How can we complete tasks quickly and with minimal effort? The analysis of the data is the most important part for the AI to …

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Wipro brings sovereign AI services with NVIDIA to service global governments

3 weeks, 6 days ago

Wipro brings sovereign AI services with NVIDIA to service global governments

Wipro Limited has announced new agentic AI services to empower nations around the globe to develop and deploy artificial intelligence capabilities leveraging its infrastructure, data, workforce and business networks to …

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‘We’re still at the beginning of the AI journey’

4 weeks, 1 day ago

‘We’re still at the beginning of the AI journey’

Artificial Intelligence has made remarkable strides in recent years, yet according to machine learning expert Shreyas Subramanian, there is still much to uncover. “Surprisingly, they are still used today in …

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Mint Explainer: Why Elon Musk’s Grok is the internet’s latest fad

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Mint Explainer: Why Elon Musk’s Grok is the internet’s latest fad

Elon Musk’s Grok, an AI assistant developed by his company xAI, has been making headlines with its strikingly candid responses, sparking intense discussions about its unusually human-like political opinions. Its …

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AI’s Past, Present and Future - Part 1 | The Interface podcast

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AI’s Past, Present and Future - Part 1 | The Interface podcast

Artificial Intelligence has rapidly evolved from theoretical concepts to real-world applications that transform industries. In a recent episode of The Hindu’s podcast hosted by John Xavier, Dr. Shreyas Subramanian, machine …

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The new classroom | Fundamentals come first

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The new classroom | Fundamentals come first

In an era of rapid technological advances, how should you approach the raft of Artificial Intelligence tools that are now available to carry out your tasks? Bharat N. Anand, Vice …

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AI beyond ChatGPT: what does it mean to be human in an age of thinking machines?

1 month, 1 week ago

AI beyond ChatGPT: what does it mean to be human in an age of thinking machines?

What are you going to do in an economy when there is going to be massive displacement due to AI? While last year’s edition matched AI with quantum technology and …

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LLMs using domestic chips need of hour

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LLMs using domestic chips need of hour

By MA SI | CHINA DAILY | Updated: 2025-03-07 09:26 Shoppers browse AI-related products at an iFlytek store in Hangzhou, Zhejiang province. LONG WEI/FOR CHINA DAILY There is an urgent …

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‘India will set up national large language model to build AI capabilities’: PM Modi

1 month, 1 week ago

‘India will set up national large language model to build AI capabilities’: PM Modi

The prime minister also said that the central government has taken a number of measures to promote startups including approving a corpus fund of Rs 1 lakh crore rupees to …

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Anthropic’s Claude goes ahead of ChatGPT, DeepSeek, with first-ever hybrid reasoning model

1 month, 3 weeks ago

Anthropic’s Claude goes ahead of ChatGPT, DeepSeek, with first-ever hybrid reasoning model

Amazon-backed Anthropic has launched its latest language model, Claude 3.7 Sonnet, taking on the likes of ChatGPT and DeepSeek. Claude says that triggering the reasoning mode will help improve the …

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India moves a step closer to desi Deepseek: 5 things you should know

1 month, 3 weeks ago

India moves a step closer to desi Deepseek: 5 things you should know

India is accelerating its efforts to build a homegrown artificial intelligence foundational model, akin to China’s DeepSeek, under the ambitious ₹10,370-crore IndiaAI Mission. Among them, 20 proposals focus specifically on …

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DeepSeek’s R1 may be the first of many AI super-apps to come

1 month, 4 weeks ago

DeepSeek’s R1 may be the first of many AI super-apps to come

For many, AI’s promises of transformation have yet to materialize meaningfully. When ChatGPT first appeared, much initial innovation comprised ‘AI wrappers,’ or apps plugged into large language models without adding …

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Indian AI model’s local language viability faces content availability barrier

2 months ago

Indian AI model’s local language viability faces content availability barrier

A key goal of Indian startups and the IndiaAI Mission has been to create a foundational large language model that is tuned to Indian languages. That has so far been …

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IIITH focuses on making AI to forget info

2 months ago

IIITH focuses on making AI to forget info

Hyderabad: At the International Institute of Information Technology Hyderabad, researchers are tackling one of AI’s biggest challenges — unlearning. “Most of these models are trained on publicly available data, and …

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AI celebrations This year's Spring Festival saw a groundbreaking integration of artificial intelligence, with the debut of DeepSeek's advanced reasoning model capturing global attention. Rather than engaging in traditional celebrations, …

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Can AI think on its own beyond the training parameters? Study finds evidence

2 months, 1 week ago

Can AI think on its own beyond the training parameters? Study finds evidence

Artificial Intelligence has sparked debates about its capabilities, with many questioning whether it can truly think independently or just predict based on data. A recent study suggests that Large Language …

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AI Open | The Frontline Newsletter

2 months, 1 week ago

AI Open | The Frontline Newsletter

Published : Feb 05, 2025 20:40 IST - 7 MINS READ Dear reader, In the late 1960s, kids around the world tuned in to watch Johnny Sokko and His Flying …

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Generative AI tools for Coding – Why getting all ducks in a row is critical

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Generative AI tools for Coding – Why getting all ducks in a row is critical

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Seminar on potential of DeepSeek held in Thiruvananthapuram

2 months, 1 week ago

Seminar on potential of DeepSeek held in Thiruvananthapuram

THIRUVANANTHAPURAM: DeepSeek is the best open-source alternative model released so far in the field of Artificial Intelligence which is dominated by monopolies, Y Kiran Chandra, general secretary of the Free …

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Sniggering at India’s AI efforts may be mistimed

2 months, 2 weeks ago

Sniggering at India’s AI efforts may be mistimed

On Thursday, when technology minister Ashwini Vaishnaw said six homegrown Artificial Intelligence models are in the works and will go live by the end of this year, there were a …

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Want to build ChatGPT in India? Govt calls for LLM proposals, reveals 18000-GPU cluster for training

2 months, 2 weeks ago

Want to build ChatGPT in India? Govt calls for LLM proposals, reveals 18000-GPU cluster for training

India is taking a big step in the AI sector with the government inviting proposals for the development of large language models and multimodal AI systems under the India AI …

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DeepSeek: What lies under the bonnet of the new AI chatbot?

2 months, 2 weeks ago

DeepSeek: What lies under the bonnet of the new AI chatbot?

DeepSeek: What lies under the bonnet of the new AI chatbot? The "large language model" that powers the app has reasoning capabilities that are comparable to US models such as …

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India to develop its own AI model like ChatGPT and DeepSeek in 10 months: Ashwini Vaishnaw

2 months, 2 weeks ago

India to develop its own AI model like ChatGPT and DeepSeek in 10 months: Ashwini Vaishnaw

India is set to take a major leap in Artificial Intelligence by developing its own large language model, similar to ChatGPT and DeepSeek. Union Minister of Electronics and IT, Ashwini …

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Why building big AIs costs billions—and how Chinese startup DeepSeek dramatically changed the calculus

2 months, 2 weeks ago

Why building big AIs costs billions—and how Chinese startup DeepSeek dramatically changed the calculus

State-of-the-art artificial intelligence systems like OpenAI’s ChatGPT, Google’s Gemini and Anthropic’s Claude have captured the public imagination by producing fluent text in multiple languages in response to user prompts. A …

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MCLI will create models to preserve classical Indian languages: Rohan Murty

2 months, 2 weeks ago

MCLI will create models to preserve classical Indian languages: Rohan Murty

With classical languages losing their stewards and scholars being replaced by English-speaking professionals, producing high-quality translations in the years to come will be a serious challenge, said Rohan Murty on …

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DeepSeek has rattled the AI industry. Here’s a quick look at other Chinese AI models

2 months, 2 weeks ago

DeepSeek has rattled the AI industry. Here’s a quick look at other Chinese AI models

HONG KONG — The Chinese artificial intelligence firm DeepSeek has rattled markets with claims that its latest AI model, R1, performs on a par with those of OpenAI, despite using …

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36% of Indian enterprises started budgeting for Gen AI: E&Y report

2 months, 2 weeks ago

36% of Indian enterprises started budgeting for Gen AI: E&Y report

New Delhi, January 28 : A survey conducted by multinational professional services firm Ernst & Young showed that 36 per cent of enterprises in India have budgeted and started investing …

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DeepSeek R1's capabilities: How does it differ from ChatGPT and Gemini?

2 months, 2 weeks ago

DeepSeek R1's capabilities: How does it differ from ChatGPT and Gemini?

Chinese startup DeepSeek has taken the tech world by storm with the launch of its innovative AI model, resulting in a significant decline in the stock prices of American tech …

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Chinese AI App DeepSeek Soars in Popularity, Startling Rivals

55 years, 3 months ago

Chinese AI App DeepSeek Soars in Popularity, Startling Rivals

An AI assistant created by Chinese startup DeepSeek became the number one most-downloaded app in Apple’s US App Store over the weekend, sending shock waves through Silicon Valley and causing …

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‘Sorry, I didn’t get that’: AI misunderstands some people’s words more than others

2 months, 2 weeks ago

‘Sorry, I didn’t get that’: AI misunderstands some people’s words more than others

The idea of a humanlike artificial intelligence assistant that you can speak with has been alive in many people’s imaginations since the release of “Her,” Spike Jonze’s 2013 film about …

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Nobody in their right mind will use genAI, LLMs in the next 5 years: Meta chief AI scientist Yann LeCun

2 months, 3 weeks ago

Nobody in their right mind will use genAI, LLMs in the next 5 years: Meta chief AI scientist Yann LeCun

Speaking at a session at the World Economic Forum in Davos, Meta chief AI scientist, Yann Le Cunn, has predicted “a new paradigm shift of AI architectures”. The Meta chief …

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Indian IT services firms take a divergent AI approach

2 months, 3 weeks ago

Indian IT services firms take a divergent AI approach

India’s largest IT services companies are divided when it comes to selling their AI solutions. India’s second-largest software services provider Infosys, which ended the previous fiscal with $18.6 billion in …

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Perplexity CEO Arvind Srinivas: Nandan Nilekani ‘is wrong about pushing India to ignore model training skills’

2 months, 3 weeks ago

Perplexity CEO Arvind Srinivas: Nandan Nilekani ‘is wrong about pushing India to ignore model training skills’

Perplexity CEO Aravind Srinivas said that Infosys co-founder Nandan Nilekani’s comment on India not needing to build its own AI models “is wrong.” Though Mr. Srinivas acknowledged Mr. Nilekani’s contributions …

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A Google GenAI expert weighs in on why companies are clamouring for AI agents

2 months, 3 weeks ago

A Google GenAI expert weighs in on why companies are clamouring for AI agents

Google, doubling down on artificial intelligence to fuel revenue growth, is witnessing increased enterprise interest in agentic workflows, according to Oliver Parker, vice president of global Generative AI go-to-market at …

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Opinion: Localized AI models, Robust Data Sovereignty, and Distributed Compute: The Key to Unlocking AI for an Amazing India

3 months ago

Opinion: Localized AI models, Robust Data Sovereignty, and Distributed Compute: The Key to Unlocking AI for an Amazing India

The world’s most popular AI models today are mainly trained using data in the English language, with an an Anglo-centric lens. Why localized AI models are essential The world’s most …

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The AI breakthrough: How open innovation is changing the game

Trending 3 months ago

The AI breakthrough: How open innovation is changing the game

Imagine a world where a farmer in rural Punjab, an entrepreneur in bustling Bengaluru, and a student in Varanasi can all access the same advanced AI tools as developers in …

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Diverse scope of work in Artificial Intelligence

3 months, 1 week ago

Diverse scope of work in Artificial Intelligence

There has seldom been as crucial a juncture in human history as right now. For example, AI has transformed customer engagement, an aspect that is being extensively used by retail …

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Our AI near-future

3 months, 2 weeks ago

Our AI near-future

We are now two years into a transformation comparable in importance to the first Industrial Revolution. But the actual effect of AI on a given human activity depends on three …

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Machine translation is almost a solved problem

3 months, 2 weeks ago

Machine translation is almost a solved problem

Vasco Pedro had always believed that, despite the rise of artificial intelligence, getting machines to translate languages as well as professional translators do would always need a human in the …

Hindustan Times

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Yearender 2024: From OpenAI’s Sora to Google’s Veo, 5 breakthroughs that made headlines in AI innovation

3 months, 2 weeks ago

Yearender 2024: From OpenAI’s Sora to Google’s Veo, 5 breakthroughs that made headlines in AI innovation

The year 2024 has been monumental for technological advancements, with artificial intelligence emerging as the frontrunner in innovation. OpenAI’s Sora Turbo enhances AI video generation OpenAI introduced Sora Turbo, a …

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