Issues

• Clipping norm can underflow to zero and leave an example unclipped at tiny thresholds

  JetBrains-Research/opake#1123 · Filter by author MihajloLinic opened on Oct 2, 2026
  

• Fused LoRA MLP/Linear kernels never run in train_dpsgd.py (bf16 base + fp32 PEFT adapters, no autocast)

  bugpkg: patchesseverity: medium
  JetBrains-Research/opake#1122 · Filter by author MihajloLinic opened on Oct 1, 2026
  

• Fuse the per-leaf clip-and-reduce passes (478 ms per microbatch on 7B LoRA)

  enhancementimpact: performanceneeds-validationpkg: dpsgdpkg: engine
  JetBrains-Research/opake#1120 · Filter by author MihajloLinic opened on Oct 1, 2026

• Round rounded-up float16 subnormals to the lower neighbour instead of zeroing them in clipping

  bugimpact: numericalneeds-validationpkg: engineseverity: medium
  JetBrains-Research/opake#1119 · Filter by author MihajloLinic opened on Oct 1, 2026
  

• Restore the three engine sibling-path guards in clipping and pytree

  bugimpact: apiimpact: numericalpkg: engineseverity: mediumsource: audit
  Bug

  JetBrains-Research/opake#1072 · Filter by author evgri243 opened on Sep 14, 2026 · Granite

• Make sampler and optimizer state drift fatal on resume instead of warn-only

  bugimpact: epsilonimpact: privacypkg: dpsgdpkg: optimizerspkg: transformersseverity: highsource: audit
  Bug

  JetBrains-Research/opake#1071 · Filter by author evgri243 opened on Sep 14, 2026 · Granite

• Sweep D7 — alignment and auditing residue

  impact: apiimpact: numericalpkg: alignmentpkg: auditingseverity: mediumsource: audit
  Task

  JetBrains-Research/opake#1069 · Filter by author evgri243 opened on Sep 14, 2026 · Granite
  

• Sweep D8 — public repository and release hygiene

  area: docsarea: packagingimpact: securityseverity: mediumsource: audit
  Task

  JetBrains-Research/opake#1068 · Filter by author evgri243 opened on Sep 14, 2026 · Granite

• Sweep D1 — install path, wheel inventory, and the torch-free guarantee

  area: ciarea: packagingimpact: securityseverity: mediumsource: audit
  Task

  JetBrains-Research/opake#1067 · Filter by author evgri243 opened on Sep 14, 2026 · Granite
  

• Sweep D6 — make the public exception taxonomy actually hold at the boundary

  impact: apiseverity: mediumsource: audit
  Task

  JetBrains-Research/opake#1066 · Filter by author evgri243 opened on Sep 14, 2026 · Granite

• Sweep D4 — close the remaining CI fail-open gates

  area: ciimpact: test-gapseverity: mediumsource: audit
  Task

  JetBrains-Research/opake#1065 · Filter by author evgri243 opened on Sep 14, 2026 · Granite
  

• Sweep D2 — re-execute and correct the accounting and API documentation

  area: docsdocumentationimpact: apiimpact: epsilonseverity: mediumsource: audit
  Task

  JetBrains-Research/opake#1064 · Filter by author evgri243 opened on Sep 14, 2026 · Granite

• Sweep D5 — close the mutation-coverage gaps in the test suite

  area: ciimpact: epsilonimpact: test-gapseverity: highsource: audit
  Task

  JetBrains-Research/opake#1063 · Filter by author evgri243 opened on Sep 14, 2026 · Granite

• Fix the remaining fused kernel-wrapper defects

  bugimpact: numericalpkg: patchesseverity: mediumsource: audit
  Bug

  JetBrains-Research/opake#1062 · Filter by author evgri243 opened on Sep 14, 2026 · Granite

• Decision: how should per-rank sampler state be persisted across a DDP resume?

  impact: distributedimpact: epsilonneeds-designpkg: dpsgdpkg: transformersseverity: highsource: audit
  Task

  JetBrains-Research/opake#1059 · Filter by author evgri243 opened on Sep 14, 2026 · Granite

• Register defensive PyPI stubs for the six unprotected distribution names

  area: packagingimpact: securityseverity: mediumsource: audit
  Task

  JetBrains-Research/opake#1058 · Filter by author evgri243 opened on Sep 14, 2026 · Granite

• Decision: the execution-identity scheme for MF noise state

  impact: apiimpact: numericalneeds-designpkg: dpftrlseverity: mediumsource: audit
  Task

  JetBrains-Research/opake#1056 · Filter by author evgri243 opened on Sep 14, 2026 · Granite

• Decision: how should calibrate()'s runtime-safety fallback account for its Monte Carlo confidence?

  impact: epsilonneeds-designpkg: accountingseverity: mediumsource: audit
  Task

  JetBrains-Research/opake#1054 · Filter by author evgri243 opened on Sep 14, 2026 · Granite
  

• Decision: restore PR bodies to squash commits, or drop the documented breaking-change footer

  area: ciarea: docsneeds-designseverity: lowsource: audit
  Task

  JetBrains-Research/opake#1052 · Filter by author evgri243 opened on Sep 14, 2026 · Granite
  

• Decision: where does per-family attention behaviour live — a routing table or name sets?

  impact: numericalneeds-designpkg: patchesseverity: highsource: audit
  Task

  JetBrains-Research/opake#1049 · Filter by author evgri243 opened on Sep 14, 2026 · Granite

• Documented extras install commands install an unrelated PyPI project

  area: docsarea: packagingbugdocumentationimpact: securityseverity: mediumsource: audit
  Bug

  JetBrains-Research/opake#1045 · Filter by author evgri243 opened on Sep 14, 2026 · Granite

• DDP resume installs rank 0's sampler snapshot on every rank, collapsing per-rank Poisson streams

  bugimpact: distributedimpact: epsilonimpact: privacypkg: dpsgdpkg: transformersseverity: highsource: audit
  Bug

  JetBrains-Research/opake#1043 · Filter by author evgri243 opened on Sep 14, 2026 · Granite

• Sweep C2 — check every cited hypothesis against the deployed default

  area: docsdocumentationimpact: epsilonimpact: privacypkg: accountingpkg: dpftrlseverity: mediumsource: audit
  Task

  JetBrains-Research/opake#1040 · Filter by author evgri243 opened on Sep 14, 2026 · Bazalt

• Reuse MoE route plans and redesign streamed weight gradients

  enhancementimpact: performanceneeds-validationpkg: patchessource: audit
  JetBrains-Research/opake#964 · Filter by author evgri243 opened on Sep 6, 2026 · Bazalt

• Pack LoRA QKV and MLP projections into fewer GEMMs

  enhancementimpact: performanceneeds-validationpkg: patchessource: audit
  JetBrains-Research/opake#968 · Filter by author evgri243 opened on Sep 6, 2026 · Bazalt