---
license: apache-2.0
language:
- en
tags:
- causal-lm
- sft
- logic-reasoning
---

# TestGeniy accepted logic small-scope SFT

Derived from TestGeniy dialogue SFT v6. Only the last-block attention output and FFN down projection were trained on original train splits from FOLIO, ARC-Challenge, and StrategyQA. Benchmark test/validation rows, synthetic examples, model-generated answers, and MTP were excluded.

| checkpoint | GSM8K | MATH-500 | ARC-Challenge | FOLIO | composite |
|---|---:|---:|---:|---:|---:|
| v6 | 24/100 | 7/100 | 26/100 | 29/100 | 21.5 |
| accepted candidate | 25/100 | 7/100 | 31/100 | 35/100 | 24.5 |

Balanced human preference accuracy on 80 OASST1/HelpSteer2 pairs is unchanged at 55% (OASST1 62.5%, HelpSteer2 47.5%). This release passed the no-regression gate and is separate from production v6.