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‎README.md‎

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@@ -35,14 +35,15 @@ Leveraging a multi-role distributed architecture with Ray for flexible resource
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## 📢 News
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| 📣 Updates |
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|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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| **[07/31/2025]** 🎉 Refactor agentic rl design. Support agentic rl [async training](examples/qwen2.5-0.5B-agentic/agent_val_frozen_lake_async.yaml). Explore the new capabilities! |
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| **[07/31/2025]** 🎉 Support [DistillPipeline](examples/qwen2.5-7B-distill_megatron/run_distill_pipeline.sh)/[DpoPipeline](examples/qwen2.5-3B-dpo_megatron/run_dpo_pipeline.sh). Support [lora](examples/qwen2.5-7B-rlvr_megatron/rlvr_lora_zero3.yaml). Support [GSPO](https://arxiv.org/abs/2507.18071) |
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| **[06/25/2025]** 🎉 Support thread env for env scaling and support qwen2.5 VL agentic pipeline. |
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| **[06/13/2025]** 🎉 Support Qwen2.5 VL rlvr pipeline and upgrade mcore to 0.12 version. |
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| **[06/09/2025]** 🎉 ROLL tech report is now available! Access the report [here](https://arxiv.org/abs/2506.06122). |
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| **[05/30/2025]** 🎉 Training RLVR and Agentic RL with ROLL is now available! Explore the new capabilities. |
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| 📣 Updates |
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|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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| **[08/10/2025]** 🎉 Agentic RL supports [stepwise learning](examples/qwen2.5-0.5B-agentic/agent_val_frozen_lake_gigpo.yaml), like [GiGPO](https://arxiv.org/abs/2505.10978); Distill supports [multi-model model](examples/qwen2.5-vl-7B-distill/distill_vl_megatron.yaml). Explore the new capabilities! |
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| **[07/31/2025]** 🎉 Refactor agentic rl design. Support agentic rl [async training](examples/qwen2.5-0.5B-agentic/agent_val_frozen_lake_async.yaml). Explore the new capabilities! |
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| **[07/31/2025]** 🎉 Support [DistillPipeline](examples/qwen2.5-7B-distill_megatron/run_distill_pipeline.sh)/[DpoPipeline](examples/qwen2.5-3B-dpo_megatron/run_dpo_pipeline.sh). Support [lora](examples/qwen2.5-7B-rlvr_megatron/rlvr_lora_zero3.yaml). Support [GSPO](https://arxiv.org/abs/2507.18071) |
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| **[06/25/2025]** 🎉 Support thread env for env scaling and support qwen2.5 VL agentic pipeline. |
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| **[06/13/2025]** 🎉 Support Qwen2.5 VL rlvr pipeline and upgrade mcore to 0.12 version. |
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| **[06/09/2025]** 🎉 ROLL tech report is now available! Access the report [here](https://arxiv.org/abs/2506.06122). |
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| **[05/30/2025]** 🎉 Training RLVR and Agentic RL with ROLL is now available! Explore the new capabilities. |
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## 🗺️ Architecture at a Glance

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