Training approach
NicomEdu-Alpha uses parameter-efficient fine-tuning of the base model with private controlled material. Public documentation describes the approach at a high level without publishing private records or internal evidence.
Public technical overview
NicomEdu-Alpha
Version 0.1.0-alpha is an experimental public model derived from IFM/K2-Horizon-3.7B and specialized through controlled fine-tuning for SS2 Mathematics classroom-style responses.
01. Model lineage
Open base model, specialized release
The release merges a NicomEdu adapter into the base-model weights. The public package retains applicable license terms and base-model attribution.
02. Development approach
Controlled, private-to-public pipeline
03. Public release information
What is documented
Evaluation approach
The release underwent technical checks and private review. The model is released as Alpha because limitations remain and future versions require new evaluation evidence.
04. Known limitations
Use with care
Experimental Alpha release. NicomEdu-Alpha can make errors, repeat text, or use inconsistent formatting. It is not a verified mathematics authority. Verify important answers independently. Performance outside SS2 Mathematics has not been evaluated.
05. Release resources