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Commits on Jul 2, 2026

• fix(megatron): use dp_reshardable optimizer sharding and load optimizer state correctly (#1468)

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  Le8r0nJames

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• fix(docker): rename zeroclaw installer flag to --skip-quickstart (#1469)

  sitabulaixizawaluduo

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• chore(swe): remove unused SWE SFT dataset loader (#1467)

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  Le8r0nJames

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Commits on Jul 1, 2026

• chore: bump v2.0.0 (#1466)

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• chore: update AReaL 2.0 report paper (#1465)

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• test(ppo): update singleton leave-one-out group expectation (#1464)

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  Le8r0nJames

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• feat(swe): add SWE agent proxy, message preprocessors and tool-call support (#1458)

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  Le8r0nJames

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• fix: fix safe-to-test CI workflow (#1456)

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• feat(swe): add SWE-bench RL training workflow (#1462)

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  Le8r0nJames

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• fix(openai): parse tool_call arguments from JSON string to dict before chat template (#1463)

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  Le8r0nJames

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• fix(ppo): handle variable-size trajectory groups in reward normalization (#1454)

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  Le8r0nJames

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• feat(megatron): add CP-safe vocab stats and MoE config support (#1460)

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  Le8r0nJames

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• feat(launcher): add best-effort post-exit hook (#1459)

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  Le8r0nJames

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• Chore/add areal 2 report paper (#1461)

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  sitabulaixizawaluduo

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• fix(ppo): coerce ppo_n_minibatches to 1 for reuse_train_logp (#1457)

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• feat(ppo): add reuse_train_logp proximal logp method (#1453)

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Commits on Jun 30, 2026

• feat(agent_service): add agent service with OpenClaw and Hermes examples (#1383)

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• feat(cli): add inference service cli (#1434)

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  sitabulaixizawaluduo

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• feat(cli): add agent service cli (#1447)

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• feat(cli): add training service cli (#1446)

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• feat: support v2 weight update disk mode for lora RL (#1450)

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Commits on Jun 29, 2026

• refactor: move 5 experimental modules into areal/v2 for 2.0 release (#1448)

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  sitabulaixizawaluduo

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• feat(cli): add experimental cli scaffold for service-style subcommands (#1440)

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Commits on Jun 25, 2026

• fix(CI): fix vlm_grpo CI OOM bug (#1438)

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  sitabulaixizawaluduo

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Commits on Jun 23, 2026

• feat(ppo): add CISPO loss surrogate (MiniMax-M1) (#1412)

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  EazyReal

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• feat(megatron): make MTP head opt-in to support Qwen3.6 MoE RL (#1403)

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  Adiactive

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• fix(reward): guard clevr_count_70k_reward_fn against scoring failures (#1430)

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  EazyReal

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• fix: only subtract in-range excluded ports in find_free_ports (#1436)

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  EazyReal

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• feat: disable megatron grad buffers CPU backup to save host memory (#1393)

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  HT-Yuan

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• fix(awex): allow disabling batch_send_recv use_group via AWEX_WU_USE_GROUP (#1414)

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  sitabulaixizawaluduo

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• fix(vllm): forward frequency_penalty and stop in generation requests (#1429)

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  EazyReal

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Commits on Jun 22, 2026

• docs: add IcePop/KPop feature introduction (#1424)

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  guojiapub

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Commits on Jun 19, 2026

• fix: per-sample version tracking with loss_mask filter and multi-turn… (#1408)

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  pyq623

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Commits on Jun 15, 2026

• Supporting features for IcePop and KPop (#1405)

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  guojiapub

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• docs: add community section with WeChat QR code to README 📢 (#1409)

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