**Executive Summary**
On June 12, 2026, the IndiaAI Mission and Avataar announced the launch of Varya, an indigenous distilled video AI model designed for high efficiency and affordability. Supported by the Ministry of Electronics and Information Technology (MeitY), the model aims to democratize video creation for India’s 1.4 billion citizens across sectors such as education and e-commerce. Following the launch, Avataar is scheduled to publish a technical report detailing the model’s architecture, distillation methodology, and performance benchmarks.
**Key Points / Main Content**
**Technical Innovation and Efficiency**
* **Step Reduction:** Varya utilizes a "distillation" technique to reduce video generation from the standard 50 steps to just 4 steps.
* **Cost Efficiency:** The model is claimed to be 10 times more cost-efficient than leading global models, generating video at a benchmarked cost of ₹0.48 per second.
* **Performance:** By eliminating redundant computation, the "student" model replicates the quality of larger "teacher" models with significantly less processing time.
**Cultural and Contextual Relevance**
* **Localized Content:** The model is specifically built to understand and generate visual outputs reflecting Indian regions, festivals, communities, food, and clothing.
* **India-Centric Design:** Unlike generalized AI, Varya focuses on "India’s many contexts" to make the technology relevant for local village classrooms and urban businesses.
**Strategic Mission and Inclusion**
* **Public Infrastructure:** The research was enabled by access to subsidized national AI compute infrastructure provided by the IndiaAI Mission.
* **Population Scale:** The project emphasizes "frugal innovation," shifting the focus from simply building larger models to creating accessible, efficient models for the entire population.
* **Ecosystem Building:** The launch is positioned as a milestone in building indigenous deep-tech capabilities and reducing reliance on foreign AI foundations.
**User Experience**
* **Workflow:** The product follows a simplified "Idea → Video → Story" experience.
* **Functionality:** Users can generate content via text prompts or image uploads, allowing a single prompt to be developed into a lesson, advertisement, or guide through additional clips.
**Impact Analysis**
**Indian Citizens and Next-Generation Users**
**Impact:** Provides affordable and accessible frontier video AI tools to the general public, regardless of technical expertise.
**Action Required:** Utilize the platform to convert ideas and public information into visual stories and "moving memories."
**MSMEs and E-commerce Businesses**
**Impact:** Enables small and medium enterprises to create high-quality product advertisements and marketing content at a fraction of current global market costs.
**Action Required:** Adopt the model to drive business efficiency and create professional-grade promotional materials.
**Educators and Teachers**
**Impact:** Empowers teachers, particularly in village classrooms, to create visual lessons that enhance the learning experience for students.
**Action Required:** Use "smart prompting" to transform curriculum text into engaging educational videos.
**Avataar (Developer)**
**Impact:** Establishes the company as a leader in domain-specialized, AI-native transformation within the Indian market.
**Action Required:** Publish the promised technical report covering model architecture, distillation methodology, and benchmarks.
**Government and IndiaAI Mission**
**Impact:** Demonstrates the efficacy of public AI infrastructure in accelerating homegrown innovation and indigenous foundation models.
**Action Required:** Continue providing strategic support and compute infrastructure to foster the next generation of AI solutions.
Key Entities Referenced
India AI Mission: A national initiative providing subsidized compute infrastructure and strategic support to build indigenous foundational AI capabilities in India.
Varya: An indigenous, distilled video-generating AI model launched to provide affordable and culturally relevant content creation at population scale.
Avataar.ai: The AI-native transformation company that developed the Varya model with support and resources from the India AI Mission.
Ministry of Electronics and Information Technology (MeitY): The primary government department overseeing the India AI Mission and the development of domestic deep-tech solutions.
Ministry of Electronics & IT
India AI Mission launches Indigenous Varya, a
Video Story Generating AI Model Claiming to
Offer Quality at Affordable Price
Developed by Avtaar.ai under the support from AI Mission,
Varya Claims to cut Video Generation Time from 50 Steps to 4
Making it, Ten Times Efficient Over Leading Models
Education to E-Commerce, Varya Brings Affordable AI Video
Generation Servcie to India at Population Scale & Offers
Immense Potential to Convert Text into Videos by Smart
Prompting
प्रव तथ: 12 JUN 2026 3:09PM by PIB Delhi
Avataar, an AI-native transformation company, today announced the launch of Varya, a distilled video
model built to make frontier video AI affordable, accessible and relevant for India’s next generation of
users.
The launch was unveiled today at a press event in New Delhi, in the presence of Shri S. Krishnan,
Secretary, Ministry of Electronics and Information Technology (MeitY), Government of India, alongside
Avataar’s leadership teamVarya has been designed for India’s many contexts, not a generalized idea of India. The model has been
built to understand and generate culturally rich visual outputs across India’s regions, festivals,
communities, food, clothing, public spaces and everyday life. From a teacher creating a visual lesson in
a village classroom, to an MSME creating product ads, to a citizen accessing public information through
video, Varya aims to turn a simple idea into a moving story.
Avataar was among the companies selected by the IndiaAI Mission to build indigenous foundation AI
capabilities. Access to subsidized national AI compute infrastructure enabled the research that led to
Varya, highlighting how public AI infrastructure can accelerate homegrown innovation.
As video becomes the primary medium for learning, commerce, communication and storytelling, the
ability to generate high-quality video content efficiently is becoming increasingly important.
Developed with support from the IndiaAI Mission, Varya uses a distillation technique that reduces video
generation from 50 steps to 4 steps, while maintaining comparable output quality. According to
Avataar’s internal inference-cost benchmarks, Varya can generate video at ₹0.48 per second, making it
upto 10x more cost-efficient than several leading global video models.
The product experience is designed around a simple promise: Idea → Video → Story. Users can type an
idea, upload an image, generate a video, and continue the story through additional clips. One prompt can
become a lesson, an ad, a guide, a film or a memory.
For India, where AI must work not just for millions but for more than a billion people, efficiency is not a
technical detail. It is the foundation for inclusion.
Varya Reflects India's AI Ambition
Speaking at the launch, Secretary S. Krishnan said, “The launch of one of the foundational models
supported under the IndiaAI Mission marks a significant milestone in India's AI journey. Varya represents
the kind of research-led capability building that we seek to enable. It is a proud moment that reflects our
commitment to building indigenous AI capabilities and fostering a vibrant deep-tech ecosystem. Through
strategic support for foundational models, we are enabling innovation at scale and creating the building
blocks for the next generation of AI solutions. We look forward to further strengthening India's AI
capabilities and advancing frugal innovation that is both world class and accessible at population scale”.
Avataar will also publish a technical report outlining Varya’s model architecture, distillation methodology
and benchmarks.Affordable AI Through Varya Innovation
Speaking at the launch, CEO and Co-Founder of Avataar Sravanth Aluru, Said “India’s AI opportunity
will not be defined only by the largest models. It will also be defined by the most efficient models,Varya
demonstrates that frontier-quality video AI can be made dramatically more efficient and accessible. For a
country of 1.4 billion people, affordability is not a feature, it is a prerequisite. We believe the next billion
stories, lessons, advertisements, services and experiences will be created through AI, and those capabilities
must be available to everyone, not just a few.”
He further emphasized that “Affordable AI is inclusive AI, and What Avataar is building with Varya is
important because it shifts the conversation from AI capability alone to AI accessibility. India has the
talent, the market depth and the imagination to build AI products for population-scale use. Varya is astrong example of how Indian companies can compete globally, not by simply building bigger models, but
by building more efficient, context-aware models that expand access.”
About Avataar
Avataar is an AI-native transformation company building domain-specialized AI products that help
enterprises drive efficiency, unlock new operating models and build defensible IP-led capabilities. The
company is focused on applying AI to real-world business and consumer use cases across high-growth
markets.
What is Distilled Video Generation
Distilled video generation is a model compression technique from machine learning where a compact
"student" model replicates the outputs of a larger, slower "teacher" model transferring capabilities while
eliminating redundant computation. Standard video models iterate through over 50 noisy steps before
producing clean output; distillation teaches the student to skip most steps and deliver the same quality in
just a few iterations.Varya applies this breakthrough to video for the first time in India making frontier-
quality video generation affordable, fast and accessible at population scale.
India's AI innovation ecosystem continues to grow stronger.
With support from the #IndiaAIMission, @Avataar has developed Varya, India's
first distilled video model, marking an important milestone in India's AI innovation
journey.
The model was launched today by Shri S… pic.twitter.com/zWBwSVuHlr
— IndiaAI (@OfficialINDIAai) June 12, 2026
*****
Dharmendra Tewari/ Dr. Nayan Solanki/ Aparajita Priyadarshini
(रलीज़ आईडी: 2272090) आगंतुक पटल : 2076
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