ZOOOO-BetaCell-Expert-7B
ZOOOO-BetaCell-Expert-7B is a pancreatic beta-cell expert model fine-tuned from BioMistral/BioMistral-7B.
Training data
This model was trained on an automatically assembled beta-cell focused instruction dataset built from:
- PubMed abstracts (NCBI Entrez)
- UniProt (Swiss-Prot) entries for key proteins (INS, GCK, KCNJ11, ABCC8, SLC2A2, PDX1, NKX6-1)
- KEGG pathways related to insulin secretion and diabetes
Dataset was generated programmatically on 2025-12-30T22:20:51 and saved as JSONL alongside cached sources.
Intended use
Educational and research support: mechanistic explanations of beta-cell structure/function,
glucose-stimulated insulin secretion (GSIS), beta-cell stress pathways, and diabetes-related
pathophysiology.
Limitations
- The dataset includes abstract-level evidence and pathway summaries; it is not a substitute for
full-text review or clinical guidance.
- Outputs may contain inaccuracies or overgeneralizations.
License / attribution
This model is based on BioMistral-7B, which is distributed under Apache-2.0. This derivative work is intended to preserve license compatibility; verify upstream licenses and comply with attribution requirements.
