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Model & Dataset Support ModelScope

Status: Open.

#130 In inclusionAI/AReno;

· zhenxuanpan opened on Jul 4, 2026

Add First Agentic Rollout guide

area/agenticIssues or PRs related to agentic RL, agent functions, and trajectoriesIssues or PRs related to agentic RL, agent functions, and trajectories

area/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)

kind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentation

Status: Open.

#112 In inclusionAI/AReno;

· adohe opened on Jun 30, 2026

·  

v0.0.5

Add Core Concepts runtime mental model

area/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)

kind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentation

Status: Open.

#111 In inclusionAI/AReno;

· adohe opened on Jun 30, 2026

·  

v0.0.5

Add Troubleshooting hub docs

area/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)

kind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentation

priority/important-soonMust be staffed and worked on either currently, or very soonMust be staffed and worked on either currently, or very soon

Status: Open.

#110 In inclusionAI/AReno;

· adohe opened on Jun 30, 2026

·  

v0.0.5

Add Example Gallery docs

area/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)

kind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentation

Status: Open.

#109 In inclusionAI/AReno;

· adohe opened on Jun 30, 2026

·  

v0.0.5

Add First Training and RLVR quickstarts

area/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)

kind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentation

priority/important-soonMust be staffed and worked on either currently, or very soonMust be staffed and worked on either currently, or very soon

Status: Open.

#108 In inclusionAI/AReno;

· adohe opened on Jun 30, 2026

·  

v0.0.5

Add Overview and Choose Your Path docs

area/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)

kind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentation

priority/important-soonMust be staffed and worked on either currently, or very soonMust be staffed and worked on either currently, or very soon

Status: Open.

#107 In inclusionAI/AReno;

· adohe opened on Jun 30, 2026

·  

v0.0.5

Write AReno recipe system design

area/algorithmsIssues or PRs related to training algorithms (SFT, DPO, GSPO, GRPO, PPO)Issues or PRs related to training algorithms (SFT, DPO, GSPO, GRPO, PPO)

area/cliIssues or PRs related to the CLI (areno train, areno serve)Issues or PRs related to the CLI (areno train, areno serve)

area/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)

kind/designCategorizes issue or PR as related to design discussionCategorizes issue or PR as related to design discussion

priority/important-soonMust be staffed and worked on either currently, or very soonMust be staffed and worked on either currently, or very soon

Status: Open.

#96 In inclusionAI/AReno;

· adohe opened on Jun 23, 2026

Add GPU-guarded numerical equivalence tests for native attention kernels

area/accelIssues or PRs related to CUDA kernels and fused operatorsIssues or PRs related to CUDA kernels and fused operators

area/testingIssues or PRs related to the test suite and test infrastructureIssues or PRs related to the test suite and test infrastructure

kind/featureCategorizes issue or PR as related to a new featureCategorizes issue or PR as related to a new feature

Status: Open.

#81 In inclusionAI/AReno;

· adohe opened on Jun 22, 2026

Fix native attention design-claim mismatch: dense kernel and custom backwards unused

area/accelIssues or PRs related to CUDA kernels and fused operatorsIssues or PRs related to CUDA kernels and fused operators

kind/cleanupCategorizes issue or PR as related to cleaning up code, process, or technical debtCategorizes issue or PR as related to cleaning up code, process, or technical debt

Status: Open.

#80 In inclusionAI/AReno;

· adohe opened on Jun 22, 2026

Decide whether GRPO/GSPO need real old-logprob ratios

area/algorithmsIssues or PRs related to training algorithms (SFT, DPO, GSPO, GRPO, PPO)Issues or PRs related to training algorithms (SFT, DPO, GSPO, GRPO, PPO)

area/apiIssues or PRs related to the SDK/Trainer public APIIssues or PRs related to the SDK/Trainer public API

kind/designCategorizes issue or PR as related to design discussionCategorizes issue or PR as related to design discussion

Status: Open.

#68 In inclusionAI/AReno;

· adohe opened on Jun 22, 2026

Document current GSPO surrogate ratio semantics

area/algorithmsIssues or PRs related to training algorithms (SFT, DPO, GSPO, GRPO, PPO)Issues or PRs related to training algorithms (SFT, DPO, GSPO, GRPO, PPO)

area/testingIssues or PRs related to the test suite and test infrastructureIssues or PRs related to the test suite and test infrastructure

kind/cleanupCategorizes issue or PR as related to cleaning up code, process, or technical debtCategorizes issue or PR as related to cleaning up code, process, or technical debt

Status: Open.

#67 In inclusionAI/AReno;

· adohe opened on Jun 22, 2026