Open-weight models.
Coding, agents, vision, reasoning and Indian languages. Live on GPUs in India.
For research groups
Open-weight models on GPUs in India, billed in rupees. Research groups can apply for discounted access.
We work with research groups as a collaborator.

| Model | Tokens | Time | Key |
|---|---|---|---|
| Qwen3.8-27B | 1,842 | 14:02:11 | lab-genomics···4f2a |
| Gemma 4 31B IT | 3,107 | 14:02:19 | lab-vision···91c0 |
| GLM-5.3 | 926 | 14:02:27 | lab-genomics···4f2a |
The models your work needs, without rewrites.
Coding, agents, vision, reasoning and Indian languages. Live on GPUs in India.
Using the OpenAI SDK? Change the base URL and the key.
client = OpenAI(
base_url = INDICSTACK_BASE_URL,
api_key = INDICSTACK_API_KEY)MedGemma and TxGemma, deployed on request on GPUs in India.
Clinical use needs your own validation. Model capability is not clinical or regulatory approval.
Embedding and reranking models, on request.
Name it. Dedicated GPU deployments in India are on request.
Tracks new open models on HuggingFace, arXiv and GitHub.
Model, tokens, time and key, logged for each call.
| Model | Tokens | Time | Key |
|---|---|---|---|
| Qwen3.8-27B | 1,842 | 14:02:11 | lab-genomics···4f2a |
| Gemma 4 31B IT | 3,107 | 14:02:19 | lab-vision···91c0 |
| GLM-5.3 | 926 | 14:02:27 | lab-genomics···4f2a |
Prompts and completions on India-hosted models.
API prompts, files and completions are deleted after the response.
Time, model, tokens and key ID, kept for 12 months.
What you send and what you get back.
India-hosted models run on GPUs in Indian data centres.
Your institution is the Data Fiduciary under the DPDP Act.
Sub-processors, data flow and security answers.
PI, institution and official email
Your research question and area
What you send, and ethics approval for human data
A live model or an on-request one
Expected use and dates
Contact form, research topic selected
Don't include participant data in your application.
We're opening it now. Apply and we'll follow up.
We're setting the terms now. Apply and we'll follow up.
Yes. The Free Trial gives you 15 days on Qwen3.8-27B. No card needed.
Only after your own clinical validation.
India-hosted models run on GPUs in India. Global models run outside India. Check the label on each route.
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