Skip to content

FABRYKA AI / PUBLICATIONS & RESEARCH OUTPUTS

Artifacts behind
the research.

Public models, datasets, evaluation infrastructure and technical documentation. Browse the original repositories for versions, licenses and usage information.

01 / MODELS & DATA

Inspect. Reuse.
Build on the work.

These links point to public research artifacts from SlayerLab. Repository documentation defines each artifact’s scope and limitations.

MODEL

Pollock Mini LM · 125M

A compact language-model release. Model card, weights and usage information are available in the public repository.

Model repository ↗
DATASET

Polish DynaWord

A public Polish-language dataset supporting our work on language-model training and data composition.

Dataset & documentation ↗
MODEL

GoLLeM v4 · 250M PL

A Polish language-model repository with published weights and model documentation.

Model repository ↗
All SlayerLab repositories ↗

02 / BENCHMARKS & TECHNICAL DOCUMENTATION

Make the comparison
inspectable.

Evaluation resources and practical documentation support the research workflow. They are listed by artifact type, separately from papers and technical reports.

BENCHMARK INFRASTRUCTURE

CodeSOTA

Model comparisons and benchmark evidence. Individual entries identify their sources and evaluation context.

Explore benchmark evidence ↗
TECHNICAL GUIDE

Token probabilities & distillation

API documentation and examples for collecting token probabilities and exploring distillation.

Read the guide →
RESEARCH NOTEBOOK

Slayer experiments & methodology

Public experiment write-ups and the laboratory’s evaluation methodology.

Browse experiment notes ↗

03 / PAPERS & TECHNICAL REPORTS

A place for
the complete study.

No papers or technical reports are listed in this catalogue yet. Forthcoming reports will link their authors, methodology, results, limitations and supporting artifacts.

Planned reports cover compact-model scaling and distillation, commodity-GPU inference, and Polish evaluation methods. These are research directions, not completed publications.

Explore the research agenda →