Dhīr 2B and Dhīr 5B MoE
Compact foundation models, pretrained from scratch, that run fully offline.
New release
Dhīr 2B and Dhīr 5B MoE are now available
Frontier AI for the physical world.
Foundation models built from scratch in India, with products that put them to work in industry: fine-tuned on enterprise data and deployed on your infrastructure, including fully offline environments.
Born at IISc BangaloreSupported by the IndiaAI Mission
Latest
Google Cloud: training-data pipeline 4× on GKE
GKE Inference Gateway raised our synthetic-data generation throughput 4.07×.
Pilot engagements across
- Automotive
- Renewable energy
- Semiconductor
- Advanced manufacturing
- Aerospace
- Technology services
- Commerce
Dhīr: built from scratch, fine-tuned for enterprise
Dhīr models are pretrained from scratch rather than adapted from existing weights. Dhīr 2B and Dhīr 5B MoE are compact models that run offline; enterprises fine-tune them on their own data and deploy them where they run.
- 1Dhīr base model pretrained from scratch
- 2Fine-tuned on your enterprise data
- 3Your enterprise model deployed where you run
| Attribute | Dhīr 2B | Dhīr 5B MoE | Dhīr 9B |
|---|---|---|---|
| Status | Released | Released | In development |
| Architecture | Dense, 2.03B parameters | Mixture of experts, 5.09B total, 1.79B active | Language and scientific |
| Runs | Offline on laptops and edge devices | Offline on laptops and edge devices | To be announced |
Dhīr 2B
- Status
- Released
- Architecture
- Dense, 2.03B parameters
- Runs
- Offline on laptops and edge devices
Dhīr 5B MoE
- Status
- Released
- Architecture
- Mixture of experts, 5.09B total, 1.79B active
- Runs
- Offline on laptops and edge devices
Dhīr 9B
- Status
- In development
- Architecture
- Language and scientific
- Runs
- To be announced
Released models can be fine-tuned on enterprise data.
Model detailsDiscuss an enterprise model
What you can build on Dhīr
BrahmX prepares the data, Dhīr provides the foundation models, and ZenteiQ products put them into practical workflows. Select any part to see what it does.
- Available NokkX, ScireX, AhamX
- In pilot KogneX
- Coming ZiqKodeX, ZiqeX
Where it’s used
Automotive and mobility
Engineering workflows, model-assisted R&D and offline deployment.
Energy and industrial systems
Simulation, asset and engineering intelligence.
Semiconductor and advanced manufacturing
Technical knowledge, engineering analysis and workflow acceleration.
Deployment
Engineering use case
Industrial engineering · partner undisclosedChallenge
High-fidelity engineering simulations are computationally intensive when engineers need to explore many design variations and operating conditions.
Approach
ZenteiQ built a machine-learning surrogate from high-fidelity simulation data and compared its predictions with reference solver results.
Outcome
The surrogate supports rapid assessment of selected design scenarios, with high-fidelity solver results remaining the validation reference. Quantitative findings are shared through approved technical disclosures.
How enterprises engage
- 1
Pilot
Validate on a defined enterprise use case.
- 2
Adapt
Fine-tune or configure using approved enterprise data.
- 3
Deploy
Cloud, private cloud, on-premises or offline edge.
- 4
Operate
Integration, monitoring, updates and support.
Available through enterprise licensing and pilot programmes.
Start a pilotBuilt in India, deployed on your terms
- Engineers and scientists
- 65+
- TPU v6e chips in production
- 2,048
- NVIDIA H100 GPUs in production
- 64
- Foundation models trained in India
- From scratch
Born from scientific-computing research at IISc Bangalore, ZenteiQ builds models and enterprise AI systems for real engineering environments.
Sovereign by design
Independent model development, traceable data pipelines and deployment choices built around enterprise data governance and privacy.
Backing and affiliations
IndiaAI Mission (MeitY)Selected and funded to build India’s sovereign foundation models.
ARTPARKCollaborating in this DST-backed ecosystem to scale data pipelines and engineering platforms.
FSID, IIScIncubated for deep-tech co-innovation and national R&D projects.
The AI AllianceMember of the global open-science consortium.
News
Award
IndiaAI Mission awardAwarded by MeitY to build India’s sovereign foundation models.
GovernmentNational interaction on AI and deep techInvited to a national interaction on India’s AI and deep-tech innovation ecosystem.
GovernmentAdvancing AI innovation with GujaratEngagement with the Government of Gujarat on AI research, deep-tech innovation and sovereign AI.
Research
Papers, model reports and technical writing.
Request a brief
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