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LoRA
efficient, low-cost adaptation
Proven
characters & environments
Private
on-prem training & deploy
What we build
From adapters to fully custom models.
We own the whole pipeline — data preparation, tuning, evaluation and deployment — so a specialized model becomes a reliable part of your stack.
LoRA / Adapters
Efficient fine-tuning
Low-rank adaptation and adapter methods to specialize large models at a fraction of the cost and time of full training — the technique we’ve already proven in production.
Generative
Style, character & environment models
Custom generative models for consistent characters, environments and visual styles — capability forged in entertainment, transferable to any brand or product world.
Vision & Language
Domain-specialized models
Language and vision models tuned to your data — your documents, your imagery, your tasks — so outputs are accurate in the terms your business actually uses.
Private
On-prem training & deployment
The full loop can run inside your infrastructure — your data trains your model and never leaves, and the result deploys where you need it.
Why Viga
Fine-tuning is a GPU discipline. That is our native language.
Adapting models well is about squeezing training and inference to run efficiently on real hardware — the exact craft we’ve practised since our graphics-programming days. We’ve already shipped fine-tuned models in demanding production.
01
Computer Graphics
A culture of doing more with the compute you have.
02
GPU Programming
Training and inference efficiency as second nature.
03
Real-Time 3D
Proven at building and shipping generative visual models.
04
Custom Models
LoRA and fine-tuning — already in production for us.
Already proven with LoRA
We’ve fine-tuned low-rank adaptive models for characters and environments in entertainment — this isn’t a first attempt, it’s a track record.
Full pipeline ownership
Data prep, tuning, evaluation, deployment — one team from raw data to a model running in your stack.
GPU-efficient training
We tune models to train and serve economically, so specialization fits a real budget and real latency targets.
Industry-agnostic
The same adaptation craft applies whether the domain is legal text, medical imagery or your product catalogue.
Our capabilities
We build the digital engines – synthetic data, immersive twins, and AI solutions for complex industries
Enterprise data intelligence
Turn scattered documents, drawings, media and logs into a governed intelligence layer your teams can query in natural language — with sourced, trustworthy answers back in seconds.
Visual Intelligence Solutions
Vision systems that find what matters in satellite feeds, camera networks and inspection footage in real time — few-shot detection, no waiting on giant labeled datasets.
Training Data Engineering
Photoreal synthetic data generated from real-time 3D, paired with real-world capture and labeling — the training data that physical and digital AI actually needs.
Model Fine-Tuning
LoRA and full-adaptation fine-tuning that specializes large models to your domain, your data and your infrastructure — efficient to train, fast to serve, private by design.
Solutions we offer
Got a question or idea to explore?
If you’re looking to build something new or rethink what’s possible, let’s start a conversation.
We collaborate with teams at all stages, from initial concepts to complex projects.
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