JEV almost dead: CLM vs JEV

Excerpt

Original post: https://www.reddit.com/r/LocalLLaMA/comments/1woscea/contrastive_language_models/ (sorry I felt it wasn't giving CLM the highlight it deserves) What it is: a new projection head for Qwen3-8B. github: https://github.com/Contrastive-LM/CLM hf: https://huggingface.co/Contrastive-LM At the API and functional interface level, CLM supports everything Jev does—it is not a subset. However, there are important trade-offs in generalization, context scale, and architecture between the two. 1