inclusionAI/AReno v0.0.4

v0.0.4

Repository: inclusionAI/AReno

Tag: v0.0.4

Published: 2026-07-03T07:18:38Z

Prerelease: no

Release notes:

AReno v0.0.4

v0.0.4 focuses on training usability, SFT dataset support, algorithm test coverage, performance cleanup, and Docs V1 polish.

Features and API

• Support dataset loaders for SFT training (#115, #117)
• Add an SFT validation error for RL-shaped prompt+solutions datasets (#74)
• Accept prompt+completion as an SFT dataset alias (#73)
• Add a GSM8K SFT dataset loader (#71)
• Add explicit training parameter tuning for rollout-based trainers (#113, #114)
• Add nightly build and integration tests for core algorithms (#123, #124)

Performance and Fixes

• Reduce PPO score_logprobs memory usage (#125, #126)
• Clean up native attention diagnostics and fallback details (#84, #118)
• Harden packed_next_token_logprobs against zero-length segments (#83)

Documentation

• Reorganize Docs V1 navigation and structure (#106, #127)
• Add a Dataset Formats reference guide (#70)
• Document the current observability surface (#45, #122)

Cleanup and Tests

• Protect API imports from engine-heavy imports (#65, #121)
• Add registry discovery smoke coverage (#53, #120)
• Assert math dataset_loader output is RL-shaped, not SFT-shaped (#72)