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Optra Research

AI for a billion Indians.

Small models, fine-tuned to do big work.

We fine-tune small language models and open-weight LLMs on your business, so you own your AI instead of renting it from someone else's cloud. We're not just distributing models: we also build apps on top of them, and every user those apps win becomes our distribution moat.

Our mission

AI for a billion Indians. Our mission is to put AI in the hands of a billion Indians.

Our vision

Why it hasn't happened yet

US frontier models are pricing out most of India: only a small fraction of Indian businesses and users can afford them. Open-weight models are capable enough for everyone else, but almost no one is offering them to everyday Indians. The models exist. What's missing is access.

How we do it differently

How we're changing that

We have cracked distribution in India before: Chingari and the other Tech4Billion products reached hundreds of millions of Indians. Now we will do the same with Optra and Optra Research's products. We're bringing open-weight models into Optra's products, Optra Code, Optra Studio and more, to give hundreds of millions of Indians access to capable AI. We build the whole stack: our own GPUs, our own fine-tuned open-weight models and the apps on top. OptraCloud already runs a GPU farm of 50+ GPUs, owned by us and hosted on our own premises, serving all our apps today. We plan to grow it to 1,000+ GPUs in the next six months, and to thousands as demand scales. Because we own every layer, we can price for everyone: unlimited use, no per-token bills, no surprises.

Billed per tokenUnlimited tokens

Open by design

Open by design

All our research is on open-weight models, AI that anyone can run, inspect and improve. That is how AI becomes truly local.

What we do

Small language models and fine-tuning

We fine-tune every model on our GPUs, 35 open-weight models across text, image, video, music, sound and voice, and we train small language models, for teams that need a model built for their own work.

  • Train a small language modelA small model for one job, made for your task and your data.
  • Fine-tune a large language modelTake a large model and teach it your domain, your format and your way of answering.
  • Start with the problemTell us what the model must do and what data you have, and we will tell you what we can do.
DataBase modelLoRA / QLoRAEvaluationHosting

Models on our GPUs

These models are downloaded on the Optra GPUs. We are fine-tuning all of them.

  • Text models

    Qwen 3.8LFM3-1.7B
  • Image models

    FLUX.2 klein 9BQwen-Image 2.1Qwen-Image-Edit 2511Kandinsky 6.0 Lite
  • Video models

    Wan 2.1Wan 2.2Wan 2.2 AnimateWan 2.2 S2VWan Animate 2Wan DancerLTX 2.5MiniMax H3Singularity H3FastH3 OmniSkyReels V3InfiniteTalk
  • Upscaling models

    SeedVR2 7BFlashVSR 1.1
  • Music models

    ACE-Step 1.5
  • Sound models

    MMAudioHunyuanVideo-FoleyThinkSound
  • Voice models

    Chatterbox MultilingualKokoroVeenaIndic Parler-TTSF5-HindiIndicF5Sooktam-2Audar TurboOmniVoiceMaya 2 NativeQwen3-TTS

For enterprises

For enterprises

  • Fine-tuningAn open-weight model adapted to your domain, language and tasks.
    Qwen 3.8LFM3-1.7BFLUX.2 klein 9BQwen-Image 2.1Qwen-Image-Edit 2511Kandinsky 6.0 LiteWan 2.1Wan 2.2Wan 2.2 AnimateWan 2.2 S2VWan Animate 2Wan DancerLTX 2.5MiniMax H3Singularity H3FastH3 OmniSkyReels V3InfiniteTalkSeedVR2 7BFlashVSR 1.1ACE-Step 1.5MMAudioHunyuanVideo-FoleyThinkSoundChatterbox MultilingualKokoroVeenaIndic Parler-TTSF5-HindiIndicF5Sooktam-2Audar TurboOmniVoiceMaya 2 NativeQwen3-TTS
  • LoRA trainingSmall adapters trained on your data, quick to train and easy to swap.
    Qwen 3.8LFM3-1.7BFLUX.2 klein 9BQwen-Image 2.1Qwen-Image-Edit 2511Kandinsky 6.0 LiteWan 2.1Wan 2.2Wan 2.2 AnimateWan 2.2 S2VWan Animate 2Wan DancerLTX 2.5MiniMax H3Singularity H3FastH3 OmniSkyReels V3InfiniteTalkSeedVR2 7BFlashVSR 1.1ACE-Step 1.5MMAudioHunyuanVideo-FoleyThinkSoundChatterbox MultilingualKokoroVeenaIndic Parler-TTSF5-HindiIndicF5Sooktam-2Audar TurboOmniVoiceMaya 2 NativeQwen3-TTS
  • QLoRA trainingLoRA on a quantised model, so large models train on fewer GPUs.
    Qwen 3.8LFM3-1.7BFLUX.2 klein 9BQwen-Image 2.1Qwen-Image-Edit 2511Kandinsky 6.0 LiteWan 2.1Wan 2.2Wan 2.2 AnimateWan 2.2 S2VWan Animate 2Wan DancerLTX 2.5MiniMax H3Singularity H3FastH3 OmniSkyReels V3InfiniteTalkSeedVR2 7BFlashVSR 1.1ACE-Step 1.5MMAudioHunyuanVideo-FoleyThinkSoundChatterbox MultilingualKokoroVeenaIndic Parler-TTSF5-HindiIndicF5Sooktam-2Audar TurboOmniVoiceMaya 2 NativeQwen3-TTS
  • Small models for one jobA small language model trained from a larger one for your task, cheaper and faster to run.
  • Evaluation on your dataThe tuned model measured against the base model on a test set you agree, before it goes live.
  • HostingYour model served on dedicated Optra GPUs, with unlimited tokens at an affordable price.

Our products

What we have built

What's next

What's next: sovereign AI, built in India

Fine-tuning is where we start, not where we stop. As we grow, we will train our own models from the ground up: sovereign AI, built in India, for Indians. Few teams in India train their own models today. We intend to be one of the first to do it.

Contact

This is just the start.

Talk to us: [email protected]. Tell us what your team needs a model to do.

If you are an ML researcher and want to join a cracked team which is making AI accessible for everyone, apply here to join.

Write to us