li-plus/flash-preference

Accelerate LLM preference tuning via prefix sharing with a single line of code

/ 100

Experimental

No commits in the last 6 months.

Stale 6m No Package No Dependents

Maintenance 2 / 25

Adoption 8 / 25

Maturity 16 / 25

Community 0 / 25

Stars

Forks

—

Language

Python

License

MIT

Category

Last pushed

Jul 04, 2025

Commits (30d)

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/transformers/li-plus/flash-preference"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

Higher-rated alternatives

stair-lab/mlhp

Machine Learning from Human Preferences

princeton-nlp/SimPO

[NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward

uclaml/SPPO

The official implementation of Self-Play Preference Optimization (SPPO)

general-preference/general-preference-model

[ICML 2025] Beyond Bradley-Terry Models: A General Preference Model for Language Model Alignment...

sail-sg/dice

Official implementation of Bootstrapping Language Models via DPO Implicit Rewards