Issues

• tangent=False leaves frames off the manifold with the default two retraction steps

  area: optimizerbug
  Cassandra-Collective/Dervish#24 · Filter by author mertefesensoy opened on Oct 25, 2026

• Decide whether to publish dervish-optimizer to PyPI

  area: packagingquestion
  Cassandra-Collective/Dervish#20 · Filter by author mertefesensoy opened on Oct 14, 2026

• Pre-register a test on a model that uses the convolution or expert-bank frame rules

  area: evaluationexperimenthelp wanted
  Cassandra-Collective/Dervish#19 · Filter by author mertefesensoy opened on Oct 14, 2026

• Pre-register Dervish against the bound-keeping Muon-family baselines

  area: evaluationexperimenthelp wanted
  Cassandra-Collective/Dervish#18 · Filter by author mertefesensoy opened on Oct 14, 2026 · Next lab-scale registration

• Pre-register the ablations that were defined but never run

  area: evaluationexperimenthelp wanted
  Cassandra-Collective/Dervish#17 · Filter by author mertefesensoy opened on Oct 14, 2026 · Next lab-scale registration

• Pre-register a rerun of the copy-behaviour probe with the tuned spectrum

  area: evaluationexperimenthelp wanted
  Cassandra-Collective/Dervish#16 · Filter by author mertefesensoy opened on Oct 14, 2026 · Next lab-scale registration

• Pre-register a learning-rate basin re-test with a grid centred on the tuned setting

  area: evaluationexperimenthelp wanted
  Cassandra-Collective/Dervish#15 · Filter by author mertefesensoy opened on Oct 14, 2026 · Next lab-scale registration

• Pre-register a non-inferiority test of Dervish against Muon with more seeds

  area: evaluationexperimenthelp wanted
  Cassandra-Collective/Dervish#14 · Filter by author mertefesensoy opened on Oct 14, 2026 · Next lab-scale registration

• Pre-register and run the GPU-scale stage named in Hypothesis D001

  area: evaluationexperimenthelp wanted
  Cassandra-Collective/Dervish#13 · Filter by author mertefesensoy opened on Oct 14, 2026 · GPU-scale stage

• Add Muown and Muon with a spectral cap as lab baselines

  area: evaluationenhancementhelp wanted
  Cassandra-Collective/Dervish#12 · Filter by author mertefesensoy opened on Oct 14, 2026

• Bound the LayerNorm gains and q/k biases so the attention-logit bound is a constant

  area: optimizerenhancementhelp wanted
  Cassandra-Collective/Dervish#11 · Filter by author mertefesensoy opened on Oct 14, 2026

• Verify the CUDA and bfloat16 Newton-Schulz paths on a GPU and measure the step cost

  area: optimizerhelp wanted
  Cassandra-Collective/Dervish#10 · Filter by author mertefesensoy opened on Oct 14, 2026 · GPU-scale stage

• Add a notebook that walks through the Stage D8 evidence from the run files

  area: evaluationdocumentationgood first issue
  Cassandra-Collective/Dervish#9 · Filter by author mertefesensoy opened on Oct 14, 2026

• Port stages E2b and E4 to E7 to run_matrices.ps1

  area: packagingenhancementgood first issue
  Cassandra-Collective/Dervish#8 · Filter by author mertefesensoy opened on Oct 14, 2026

• Align the README snippet, trainer_integration.md and the package docstring with the measured setting

  area: optimizerdocumentationgood first issue
  Cassandra-Collective/Dervish#7 · Filter by author mertefesensoy opened on Oct 14, 2026

• Decide whether FRAME_DEFAULTS should move to the measured setting

  area: optimizerquestion
  Cassandra-Collective/Dervish#6 · Filter by author mertefesensoy opened on Oct 14, 2026

• Add tests for the frame options that no test exercises

  area: optimizerenhancementgood first issue
  Cassandra-Collective/Dervish#5 · Filter by author mertefesensoy opened on Oct 14, 2026

• Add a test that a Dervish checkpoint resumes the same trajectory

  area: optimizerenhancementgood first issue
  Cassandra-Collective/Dervish#4 · Filter by author mertefesensoy opened on Oct 14, 2026

• Reconcile the stated singular-value range of the quintic Newton-Schulz output

  area: optimizerdocumentationgood first issue
  Cassandra-Collective/Dervish#3 · Filter by author mertefesensoy opened on Oct 14, 2026

• Add a CI workflow that runs the tests and examples on Linux and Windows

  area: packagingenhancementgood first issue
  Cassandra-Collective/Dervish#2 · Filter by author mertefesensoy opened on Oct 14, 2026