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Meta’s Llama 3.1 To Help Indian AI Startups Fend Off Data Quality Issues

Inc42 · 1y ago

Meta’s Llama 3.1 To Help Indian AI Startups Fend Off Data Quality Issues

Meta has released the Llama 3.1, an AI model that aims to generate synthetic data to improve understanding of languages such as Hindi, Kannada, and Marathi. The release comes in response to the challenges faced by general-purpose large language models in capturing language nuances. Llama 3.1 is positioned to compete with AI models like GPT-4.0 and Claude 3.5 Sonnet.

Related News

The first GPT-4-class AI model anyone can download has arrived: Llama 405B

Arstechnica

Arstechnica · 1y ago

The first GPT-4-class AI model anyone can download has arrived: Llama 405B

Meta has released its AI language model, Llama 3.1 405B, which can be downloaded for free and run on users' own hardware. This challenges closed AI model vendors like OpenAI and Anthropic. Llama 3.1 405B is said to rival the top AI models in terms of capabilities in general knowledge, math, and multilingual translation. It has been trained on over 15 trillion tokens of training data and boasts approximately 405 billion parameters. Meta also released upgraded versions of its smaller Llama models as part of the Llama 3.1 iteration.

Flipkart in talks to raise $1 billion, Walmart commits $600 million

Economic Times

Economic Times · 1y ago

Flipkart in talks to raise $1 billion, Walmart commits $600 million

Flipkart, the Indian e-commerce giant, is reportedly in talks to raise $1 billion in a funding round. This move comes after Walmart committed $600 million towards the company. The funding is expected to help Flipkart expand its operations and fend off competition from rivals like Amazon.

Meta’s free Code Llama AI programming tool closes the gap with GPT-4

The Verge

The Verge · 1y ago

Meta’s free Code Llama AI programming tool closes the gap with GPT-4

Meta has released an update to its Code Llama 70B AI model, claiming it to be their best-performing model yet. Code Llama 70B has improved accuracy compared to previous versions, allowing developers to provide more prompts while programming. Scoring better than GPT-3.5, this model achieved a 53% accuracy on the HumanEval benchmark. Code Llama helps developers create and debug code, and it is available for research and commercial use on Hugging Face. Meta believes larger models like Llama 70B provide better coding assistance.

LLMs keep leaping with Llama 3, Meta’s newest open-weights AI model

Arstechnica

Arstechnica · 1y ago

LLMs keep leaping with Llama 3, Meta’s newest open-weights AI model

Meta has introduced Llama 3, an open-weights AI model for text composition, code generation, and chatbots. It is available in two versions, with parameter sizes of 8 billion and 70 billion. Meta is also training a 400 billion parameter version. Llama 3 performs well in benchmarks, such as undergraduate knowledge, grade-school math, coding, and graduate-level questions. The model has been trained with both images and text, with plans to support multimodal outputs in the future. Meta's AI assistant, powered by Llama 3, will be integrated into major social media apps and search features.

Study: Meta AI model can reproduce almost half of Harry Potter book

Arstechnica

Arstechnica · 2m ago

Study: Meta AI model can reproduce almost half of Harry Potter book

Meta's Llama 3.1 model can reproduce 42% of the first Harry Potter book, raising significant copyright concerns. This memorization by AI models has implications for generative AI companies facing lawsuits over using copyrighted material. The study by Stanford, Cornell, and WVU suggests substantial verbatim replication isn't just fringe behavior, complicating legal defenses based on fair use. Open-weight models like Llama might face greater legal scrutiny compared to closed-weight models due to transparency and evidence availability.

Mark Zuckerberg reveals Meta’s AI roadmap for 2025, pledges to ’extend American technology leadership’ | Mint

Livemint

Livemint · 7m ago

Mark Zuckerberg reveals Meta’s AI roadmap for 2025, pledges to ’extend American technology leadership’ | Mint

Meta CEO Mark Zuckerberg has announced the company's AI ambitions for 2025, focusing on Llama 4, an advanced large language model. Meta AI, available on services like WhatsApp and Instagram, aims to serve over 1 billion users, up from 600 million last year. To support this, Meta is building a massive data center and expanding its AI teams with a $60-65 billion investment. Zuckerberg emphasizes that this initiative will enhance American tech leadership.

How Indian Dairytech Startups Are Spearheading White Revolution 2.0 In India

Inc42 · 1y ago

How Indian Dairytech Startups Are Spearheading White Revolution 2.0 In India

Indian dairy startups are leveraging technology such as IoT, AI, and ML to revolutionize the country's dairy sector. These startups are addressing critical gaps in sourcing, storage, supply, and distribution of dairy products. They are improving milk quality, enhancing yields, and combating issues like poor feed quality and animal healthcare. Indian dairy startups have also emerged to cater to lactose-intolerant individuals and vegans. Additionally, startups focused on logistics, distribution, and financing for dairy farmers have made significant strides. Despite challenges like milk quality, methane emissions, and limited adoption of technology, the Indian dairy sector holds immense growth potential.

Infosys Chairman pushes for India as AI ‘Use Case Capital’ over LLM development

Livemint

Livemint · 10m ago

Infosys Chairman pushes for India as AI ‘Use Case Capital’ over LLM development

Infosys Chairman and co-founder Nandan Nilekani has urged Indian AI companies to focus on practical AI applications rather than developing large language models (LLMs). He emphasized the need to build an infrastructure for data gathering and utilization to drive innovation across various sectors. Nilekani believes that India should prioritize synthetic data generation, small language models, and training that address real-world challenges. He encouraged Indian tech firms to establish robust systems for collecting and curating data, aiming for India to become the global capital for AI use cases. Nilekani praised Meta for making its Llama models open source and highlighted the importance of practical AI deployments in addressing real-world issues.

Meta execs obsessed over beating OpenAI's GPT-4 internally, court filings reveal | TechCrunch

TechCrunch · 7m ago

Meta execs obsessed over beating OpenAI's GPT-4 internally, court filings reveal | TechCrunch

Internal court filings revealed that Meta's AI team aimed to surpass OpenAI's GPT-4 with Llama 3, focusing heavily on acquiring the right data, often leading to legal scrutiny over copyright issues. Executives intensely compared their work against competitors like Anthropic, dismissing rivals like Mistral. Despite legal challenges over dataset choices, Meta strives for leadership in AI, with CEO Mark Zuckerberg expressing ambitions to close performance gaps and make Llama models the most advanced in the industry.

Mimicking the real world: Indian startups building synthetic data platforms for AI training

YourStory

YourStory · 17d ago

Mimicking the real world: Indian startups building synthetic data platforms for AI training

Indian startups like Indika AI, Onix AI, Kroop AI, Boltzmann, and AuraML are developing synthetic data platforms to support AI training, addressing data scarcity, privacy, and compliance issues. Synthetic data mimics real-world patterns without using real personal records, ensuring privacy while enabling model development and testing. These startups serve industries like finance, healthcare, and robotics, leveraging synthetic data to enhance AI innovation, accuracy, and scalability, while aligning with legal and ethical standards under tightening privacy regulations.

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