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Dokyoon

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reacted to medmekk's post with šŸš€ 1 day ago
šŸš€ Introducing Halo 1.0 Today, we are open-sourcing Halo, the training framework we use to train every model at White Circle. It comes with: šŸ§  Full post-training stack: SFT, DPO/KTO/SMPO, reward modeling, GRPO, distillation šŸ¤– Async multi-turn RL with vLLM/SGLang rollouts and sandboxed tool use āš” ~2.8Ɨ TRL throughput on 8Ɨ B300 (EP+FSDPv2, FA4, fp8/fp4) šŸ¤— Dense HF models + 15 MoE families (Qwen, GLM, Mistral, DeepSeek-V4ā€¦) šŸ› ļø One halo command, prebuilt Docker images, and docs for humans and agents šŸ’» https://github.com/whitecircle/halo Try it and tell us what you're training
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