Community

Talk to us

• GitHub Discussions — questions, ideas and show-and-tell, searchable for everyone.
• Issues — bugs, new methods and results.

WeChat group

Scan with WeChat to join the NextTransformer group.Use before November 8, 2026 (China time).

Contribute

New methods, results, fixes and documentation are welcome. Start with an issue for anything larger than a fix, then open a pull request from your fork; one method or one result per pull request. The contributing guide has the details, and these guides cover the common paths:

• Add a method as a plugin
• Submit a result
• Change shared code

Everyone taking part is expected to follow the code of conduct. Report security issues privately, as described in the security policy.

Cite

@software{nexttransformer2026,
  title   = {NextTransformer: An Open Framework and Fair Benchmark for Next-Generation Transformer Architectures},
  author  = {{NextTransformer contributors}},
  year    = {2026},
  version = {0.1.0},
  url     = {https://github.com/Interactive-Active-AI/NextTransformer}
}

NextTransformer is released under the MIT License. It builds on nanochat and modded-nanogpt; see third-party notices.