supernode-rediscovery

Rediscover causal Qwen3-4B circuits for named semantic goals.

This is a small Hub distribution for the supernode-rediscovery taskset. It depends on an version-pinned public circuit-supernodes==0.1.1 wheel, which owns all implementation modules. The distribution adds no duplicate plugin code.

Install with prime env install wazupsteve/supernode-rediscovery. In Verifiers v1, select taskset.id = "wazupsteve/supernode-rediscovery@0.1.2" and use the circuit-null harness for tasksets. All Bio-Circuit modules are installed with the shared core package.

Public data: amitprakash2005/bio-circuit. Full setup: circuit-supernodes.

Live tools and scoring require an external CUDA GPU backend. This release has 16 evaluation tasks per taskset and no training split or validated SFT trajectories. Downloading and inspecting the data works without a GPU. Follow the core package README to run your own backend; no author's private credentials are required. This release does not supply a hosted GPU endpoint or container image.