Training and adaptation
Fine-tuning and post-training on your data, so the model knows your domain, tools and terminology.
SHEBANG: Future Ready
Model training and AI research
We train and adapt models around your setup, data and requirements, including open-weight models you own.
Research is core to what we do. We train and adapt models around how you actually work: your systems, your data and your language. With open-weight models you own the result, run it where you want and decide for yourselves how it behaves.
Model training · Fine-tuning · Open-weight models · Custom LLM · ML research engineer · AI research engineer · Model evaluation · Post-training · Training environments · Datasets
WHAT WE DO
FROM IDEA
TO PRODUCTION.
Adapted open-weight models
Open-weight models we adapt so they answer factually and by your guidelines, without built-in restrictions that don't fit your business.
Evaluation and benchmarks
Test suites that measure quality, safety and cost on the work you actually do.
Training environments and datasets
We build training environments, datasets and synthetic data that teach the model to solve your tasks.
Experiments
Fast experiments with clear hypotheses and results you can decide on.
Not sure where to start? Let's work it out together.
RIGHT FOR YOU WHEN
- You want to own and control your model.
- You don't know which model fits best.
- A general model isn't good enough for your domain.
- You need to prove impact before investing.
TOOLS WE USE
PyTorch · Hugging Face · LoRA / QLoRA · Burn · Candle · CUDA · ROCm · vLLM · Weights & Biases · Python · Rust
LET'S START WITH A CONVERSATION
SHALL WE
TALK?
Tell us what you want to achieve and one of our specialists will get in touch. There's no commitment.
Ronnie Qvist
Head of Sales · SHEBANG
GOOD TO KNOW
COMMON
QUESTIONS.
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