mcpbeat

Implement Simpo Loss

cxcscmu/implement-simpo-loss

Use this skill to implement the simpo_loss function in SimPOTrainer based on the SimPO paper. The loss combines a length-normalized reward with a margin gamma and uses BCE loss without a reference model.

788 tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
77
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository 
npx skills add https://github.com/cxcscmu/SkillLearnBench --skill implement-simpo-loss

How to use it

Copy the folder

Take cxcscmu/implement-simpo-loss from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.