Contrastive-LM/CLM-v0.1-8B

Contrastive-LM releases CLM-v0.1-8B, a system-one model using contrastive learning on a frozen Qwen3-8B encoder. The package installs via pip and supports local serving with vLLM for state-action ranking. Developers can fine-tune projection heads cheaply for agentic tasks. Reported benchmarks claim high accuracy on DeepSWE and Terminal-Bench, though independent verification is pending.