Artificial intelligence
Model fine tuning
Fine tuning and evaluation, including Polish and Ukrainian NLP.
Model fine tuning and evaluation for languages underserved by models trained mostly on English. Polish is highly inflected, and handling it properly needs strategies that survive inflection.
What this service covers
- Fine tuning of language and multimodal models
- Handling of Slavic morphology and tokenisation
- Retrieval-based systems for knowledge bases
- Evaluation on sets reflecting real usage
- Collaboration with the annotation operation on data
Delivered from Poland
AI operations run from a distributed team in Poland with the Corpshore AI global quality layer, keeping training and input data inside the European Economic Area where the work requires it.
Compliance and data protection
AI work is done with the EU AI Act in view: risk classification, technical documentation, data governance records and human oversight. Datasets and consent are kept in a GDPR-compliant chain.
Frequently asked questions
- Why do models handle Polish less well?
- Because seven cases, three genders and consonant alternations break tokenisation tuned for English, which produces errors of government and aspect.
- Do you evaluate on real data?
- Yes, on test sets reflecting real usage rather than on translated English benchmarks.
Onboarding
How we launch the service
From signature to steady state. Select a stage to see the detail.
Signature
Day 0
We agree scope, service levels and the engagement model, and set the account team and governance cadence.
Related services
Let us talk about your team in Poland
We respond to every enquiry within six hours. Book a call or request a proposal.
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