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[Feature] Configurable loss aggregation level — token / seq / prompt mean (ScaleRL §3.2)

Status: Open.

#1423 In areal-project/AReaL;

· EazyReal opened on Jun 16, 2026

[Refactor] Derive reward/adv group-norm group_size from gconfig.n_samples (remove duplicated knob + silent-mismatch footgun)

Status: Open.

#1422 In areal-project/AReaL;

· EazyReal opened on Jun 16, 2026

[Feature] CISPO loss surrogate (MiniMax-M1 / ScaleRL) — keep gradient on clipped tokens

Status: Open.

#1421 In areal-project/AReaL;

· EazyReal opened on Jun 16, 2026

[BUG] HF chat template renders assistant tool_call arguments wrong (JSON string vs mapping) → rollout/train token desync

Status: Open.

#1420 In areal-project/AReaL;

· EazyReal opened on Jun 16, 2026

[Feature] min_valid_group_size: drop rollout groups with too few valid samples

Status: Open.

#1419 In areal-project/AReaL;

· EazyReal opened on Jun 16, 2026

[Feature] Multi-teacher distillation support

Status: Open.

#1399 In areal-project/AReaL;

· zahrayousefijamarani opened on Jun 8, 2026

[Feature] Support Qwen3.6 MoE training: make the MTP head opt-in (default off) for RL

Status: Open.

#1398 In areal-project/AReaL;

· Adiactive opened on Jun 8, 2026

[Refactor] Remove megatron_bridge_patches.py once megatron-bridge ships the PR #3143 fix

Status: Open.

#1397 In areal-project/AReaL;

· Adiactive opened on Jun 8, 2026

[Question] Example for training on SWE (agentic software-engineering) tasks?

questionFurther information is requestedFurther information is requested

Status: Open.

#1394 In areal-project/AReaL;

· dipta007 opened on Jun 7, 2026

[Roadmap] 2026 H2 Milestones

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

roadmapDevelopment plan.Development plan.

Status: Open.

#1381 In areal-project/AReaL;

· sitabulaixizawaluduo opened on Jun 1, 2026

[Feature] [V1] FSDP BF16 Training + SGLang FP8 Rollout

stale

Status: Open.

#1378 In areal-project/AReaL;

· ZiyiTsang opened on May 30, 2026

[Feature] Operator CLI (areal) for the v2 microservice architecture

Status: Open.

#1374 In areal-project/AReaL;

· sitabulaixizawaluduo opened on May 28, 2026