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[Feature]Support structured reward outputs and grouped reward aggregation for multi-reward RL workflows

Status: Open.

#1196 In inclusionAI/AReaL;

· Wangxiaoxiaoa opened on Apr 17, 2026

[BUG] vLLM LoRA runtime updates can make versioned model routes return 404

bugSomething isn't workingSomething isn't working

Status: Open.

#1193 In inclusionAI/AReaL;

· Wangxiaoxiaoa opened on Apr 17, 2026

[Feature] Update megatron-bridge deps to the latest main and upgrade sglang to 0.5.10+

Status: Open.

#1189 In inclusionAI/AReaL;

· garrett4wade opened on Apr 16, 2026

[Feature] Support FSDPEngine and RemoteSGLangEngine with factory classmethod

Status: Open.

#1168 In inclusionAI/AReaL;

· chenzhiyi021 opened on Apr 12, 2026

[Feature] Support heterogeneous cluster scheduling via Ray custom resources

Status: Open.

#1167 In inclusionAI/AReaL;

· dsuarezsoutoaws opened on Apr 12, 2026

[Doc] Docs/code alignment questions across config, workflows, LoRA, and metrics

call-for-contributionSomething planned but not in our current developmentSomething planned but not in our current development

documentationImprovements or additions to documentationImprovements or additions to documentation

good first issueGood for newcomersGood for newcomers

Status: Open.

#1165 In inclusionAI/AReaL;

· KMing-L opened on Apr 12, 2026

Post-#1157: redundant offload/onload transitions in train/save/eval/stats-export paths

call-for-contributionSomething planned but not in our current developmentSomething planned but not in our current development

good first issueGood for newcomersGood for newcomers

Status: Open.

#1158 In inclusionAI/AReaL;

· garrett4wade opened on Apr 9, 2026

[Question]Recommendation of versions of transformers and SGlang for running Qwen3.5 in Areal

bugSomething isn't workingSomething isn't working

call-for-contributionSomething planned but not in our current developmentSomething planned but not in our current development

good first issueGood for newcomersGood for newcomers

questionFurther information is requestedFurther information is requested

Status: Open.

#1155 In inclusionAI/AReaL;

· leekum2018 opened on Apr 9, 2026

DPO algo implementation

call-for-contributionSomething planned but not in our current developmentSomething planned but not in our current development

good first issueGood for newcomersGood for newcomers

questionFurther information is requestedFurther information is requested

Status: Open.

#1137 In inclusionAI/AReaL;

· ZKadelzq opened on Apr 4, 2026

feat(engine): sparse delta compression for disk-based weight updates

Status: Open.

#1125 In inclusionAI/AReaL;

· rchardx opened on Apr 1, 2026

[Question] VLM training fails with JSON serialization errors after applying PR #1070 based on NPU

questionFurther information is requestedFurther information is requested

stale

Status: Open.

#1116 In inclusionAI/AReaL;

· Tb223001 opened on Mar 31, 2026

[Feature] Feature Proposal: Multi-Agent Training Framework (Dr. MAS Integration)

stale

Status: Open.

#1114 In inclusionAI/AReaL;

· luzai opened on Mar 30, 2026