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Add SwarmScore — Portable Trust Rating for AI Agents

Status: Open.

#1295 In inclusionAI/AReaL;

· bkauto3 opened on Apr 30, 2026

[BUG] FSDP engine: torch.optim.AdamW inherits bf16 dtype from model.parameters(), causing late-stage convergence to plateau ~3× higher than DS-Z3 / Megatron

bugSomething isn't workingSomething isn't working

Status: Open.

#1292 In inclusionAI/AReaL;

· yulangz opened on Apr 30, 2026

[BUG] GRPO on GSM8K is stable for SGLang but unstable/collapses for vLLM

bugSomething isn't workingSomething isn't working

Status: Open.

#1290 In inclusionAI/AReaL;

· adityasoni9998 opened on Apr 29, 2026

[Feature] Nightly experiments for performance validation

Status: Open.

#1284 In inclusionAI/AReaL;

· garrett4wade opened on Apr 28, 2026

[Refactor] Decouple sandbox backends from the public sandbox namespace

Status: Open.

#1283 In inclusionAI/AReaL;

· HT-Yuan opened on Apr 28, 2026

[Feature] Implement the fault tolerance logic of DeepSeek-V4 infra within AReaL's inference service

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.

#1279 In inclusionAI/AReaL;

· garrett4wade opened on Apr 27, 2026

[Feature] Migrate the primary megatron integration lib from mbridge to megatron-bridge

Status: Open.

#1260 In inclusionAI/AReaL;

· garrett4wade opened on Apr 25, 2026

[RFC] Integrate Ray Core RDT for Weight Syncing

Status: Open.

#1243 In inclusionAI/AReaL;

· KaisennHu opened on Apr 23, 2026

CP-local loss causes SFT token-count metrics to under-report by CP factor

Status: Open.

#1242 In inclusionAI/AReaL;

· yulangz opened on Apr 23, 2026

[Feature]Support using adapter-only LoRA checkpoints to bootstrap FSDP LoRA training

Status: Open.

#1240 In inclusionAI/AReaL;

· Wangxiaoxiaoa opened on Apr 23, 2026

feature(service): auto data cleanup and dumping in inference serivce data proxy

Status: Open.

#1229 In inclusionAI/AReaL;

· nuzant opened on Apr 22, 2026

bug: VLLMBridgeBackend abort/resubmit drops tokens for chat requests and mutates ModelRequest

Status: Open.

#1222 In inclusionAI/AReaL;

· garrett4wade opened on Apr 21, 2026