Open source · Vector compression
Semafold
Programme overview
Semafold is Mindtro’s open-source Python library for compressing the numerical representations used by AI systems. It helps teams reduce embedding storage and explore smaller attention-cache tensors, with the saved bytes and reconstruction error visible together.
- Embedding and vector storage
- Attention-cache tensor experiments
- Measured size and quality trade-offs
Experiments by research track
About this report
This technical report is not peer reviewed. Figures were transcribed from the repository’s 0.1.0 benchmark report and were not rerun for this website. Code, examples, benchmark runners and the API stability policy are public under Apache-2.0.
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