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thu-ml / Causal-Forcing

[ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal Forcing++

Why this job: says: distillation; topics: distillation

What it does

The Causal Forcing series uses Causal ODE or Causal Consistency Distillation to drive asymmetric DMD as a theoretically correct initialization for real-time interactive video generation. Refer to this extension for long video generation.

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 16 days ago
Stars
1,027
+9 this week
Licence
Apache-2.0
Allows business use
Downloads for
None listed
No release files
Latest version
None yet
No releases
Built with
Python
100% of the code

Is it looked after?

Contributors
1
Last 90 days
Issues
40% closed
33 still open
Pull requests
1 merged
0 waiting
Releases
None
Never published
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • Python 100%

Topics

  • auto-regressive-diffusion-model
  • autoregressive-models
  • consistency-models
  • diffusion
  • diffusion-models
  • distillation
  • few-step-generation
  • generative-ai
  • video-diffusion-model
  • video-generation
  • wan-video
  • wan2

Project record

  • JobFine-tuning
  • StatusFeatured
  • Commits139
  • Forks62
  • Watching10
  • Stars in 28 days+28
  • CreatedFeb 1, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 9, 2026

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