System record

Human-tuned weak-to-strong method

Organization: Anthropic · base model: Qwen1.5-0.5B-Chat weak teacher, Qwen3-4B-Base strong student

System and setup

Reported system information
Model versionnot reported
Software used to run the modelManual tuning by two authors
Software versionnot reported
Tools available to the modelFour literature methods plus a zero-shot baseline considered
Release dateNot reported

Autonomy assessments

No autonomy assessment is published for this system.

Published capability results

Benchmark and indicator evidence
MeasureVersionReported resultDate
Automated weak-to-strong research studyApril 2026 chat-preference study0.23 PGR2026-04

Related research

Additional system details
System ID
automated-w2s-human-tuned-method
Organization
Anthropic
Base model
Qwen1.5-0.5B-Chat weak teacher, Qwen3-4B-Base strong student
Release date
Not reported
Assessment records
0
Recursive evidence records
0