Skip to content

About

LLM coder for the Faust DSP language: compiler-verified generation and repair, typed signal-flow DAG, frozen task suite, sandboxed workers, provenance.

Topics

Resources

Code of conduct

Contributing

Security policy

Stars

0 stars

Watchers

0 watching

Forks

FaustCoder

Compiler-verified Faust DSP coding model, developed on NVIDIA DGX Spark.

Status: specification-first. The V0.1 content-addressed artifact store (T02), sandboxed Faust compiler harness (T03, faustwasm 0.19.0), and dataset rights transitions (T05) are implemented. No model-quality claim is established. For v0.2, R-001 (amended 0.3.1) uses cited external DGX Spark benchmarks plus a per-machine fingerprint; FaustCoder throughput on the Spark is not measured yet.

Start here

Principles

  1. Validate generated Faust through a pinned compiler and independent signal tests.
  2. Track all datasets, runs, receipts and releases with immutable content digests and parent references.
  3. Separate an acyclic evidence DAG from stateful/recursive Faust DSP semantics.
  4. Keep frozen evaluation holdouts isolated from training and model selection.
  5. Benchmark model quality and training throughput before choosing a student model.

Scope

The v0.1 milestone is infrastructure, contracts, provenance and baseline evaluation, not a trained model.

License

This repository is split-licensed (ADR-0003):

Path License
specs/ and docs/ (including ADRs) Apache-2.0
Everything else: code, scripts, CI, model weights, adapters, checkpoints, datasets and evaluation data Zero State Proprietary License 1.0

The proprietary license is the default for any path not listed above. See NOTICE. Third-party material keeps its own license; GPL code used for training is never stored in this repository or in released data.

About

LLM coder for the Faust DSP language: compiler-verified generation and repair, typed signal-flow DAG, frozen task suite, sandboxed workers, provenance.

Topics

Resources

Code of conduct

Contributing

Security policy

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Used by

Contributors

Languages