zengxiao-he/tessera

Inference Engines

From teacher to tiles — a from-scratch LLM distillation & serving engine: custom Triton/CUDA kernels, FSDP distillation, paged-KV continuous batching, speculative decoding, a Rust gateway, a JAX oracle, and interpretability tooling.

GitHub →

4.6

GitHub Metrics

Stars

559

Forks

Open Issues

Watchers

Contributors

Weekly Commits

Language

Python

License

NOASSERTION

Last Commit

Oct 9, 2026

Created

Jun 5, 2026

Latest Release

—

Release Date

—

Synced: Oct 27, 2026

Quality Scores

Documentation Qualityw: 20%

4.2

No dedicated docs site. Description: 232 chars. Stars signal: 559. Contributors: 1. Score: 4.2/10

Community Healthw: 20%

2.9

Stars: 559. Contributors: 1. Watchers: 5. Forks: 8. Issue ratio: 0.5%. Score: 2.9/10

Maintenance Velocityw: 15%

5.4

Last commit: 17d ago. Weekly commits: 0. No releases published. Score: 5.4/10

API Design & DXw: 20%

6.6

Stars/issues ratio: 186. Dynamic language: Python. No dedicated API docs. License: NOASSERTION. Popularity signal: 559 stars. Score: 6.6/10

Production Readinessw: 15%

3.9

Battle-tested: 559 stars. Peer review: 1 contributors. No versioned releases. Licensed: NOASSERTION. Age: 0.4 years. Maintenance: last commit 17d ago. Score: 3.9/10

Ecosystem Integrationw: 10%

4.3

Fork interest: 8. Major ecosystem: Python. License: NOASSERTION. Adoption: 559 stars. Score: 4.3/10