david3684/flm

Official Codebase For paper "Continuous Denoising Enables One-step Language Modeling"

Python167 stars12 forks

What it does

The repository contains the official codebase for the paper on Continuous Denoising, which introduces a novel flow-based language model (FLM) and its distilled version. This work is significant as it enhances language modeling efficiency and effectiveness in NLP tasks.

Star history

2026-08-23 → 2026-09-12+4 stars

Tracking

Last trending: 2026-02-21

Creator kit

Hook

Explore how continuous denoising can revolutionize language modeling with the FLM codebase!

Content angles

Create a tutorial on implementing the FLM model in real-world NLP applications.
Analyze the differences between FLM and traditional language models in a blog post.
Develop a video series explaining the concepts of continuous-flow based models and their implications.

Who should care

NLP researchers, data scientists, and developers interested in advanced language modeling techniques.