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AI & ML interests
We are interested in building Language model from scratch & finetune models into its last limits
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RuVI Labs
Build good models for people.
A research lab from India · language models, built the honest way
01 · Who we are
RuVI Labs is a small, independent research lab based in India. We design, train and release language models end to end: architecture, data, training and inference, with no borrowed foundations.
We build things that is different
Small lab, serious work.
02 · Pragya
P R A G Y A
A family of language models trained end to end on open data
| Model | Status | Notes |
|---|---|---|
| Pragya Brahmã (flagship) | planned | Open weights, open data |
| Pragya Vayu | 🧪 Training | Built for low-resource hardware |
| Pragya medha | 🧪 Planned | Medium tier |
03 · Our principles
|
◼ Open weights Free to use, free to build on. |
◻ Open data Nothing hidden in the corpus. |
Capable release Release whats peak |
04 · What we believe
Good models are different.
I. Trained to perform differently. II. Built with the motive to undo what we assume is possible in AI. III. Made to achieve, and made to perform.
07 · Quick facts
| Lab | RuVI Labs |
| Founder | Arush Kumar |
| Home | 🇮🇳 India |
| Family | Pragya |
| License | Open weights |
| Mode | Building quietly. Shipping publicly. |
08 · Partners & contributors
We do not build alone. These labs have contributed time, compute, or shared belief in the work — and we acknowledge them here.
BananaMind AI · Refract AI Labs
With gratitude.
09 · FAQ
Are the models really trained from scratch? Yes. Architecture, pretraining and tooling are our own. Some Models are LoRA
Can I use the weights commercially? Check the license on each model card. Our goal is permissive, open release.
Can I contribute? Yes. Open a discussion on any repo here, or reach out below.
10 · Follow along
Follow the organization on Hugging Face to get notified when models and datasets drop.
RUVI LABS
small lab, serious work.
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