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Mohamed Mekkouri's picture

Mohamed Mekkouri

medmekk
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posted an update about 4 hours ago
๐Ÿš€ 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: ๐Ÿง  Full post-training stack: SFT, DPO/KTO/SMPO, reward modeling, GRPO, distillation ๐Ÿค– Async multi-turn RL with vLLM/SGLang rollouts and sandboxed tool use โšก ~2.8ร— TRL throughput on 8ร— B300 (EP+FSDPv2, FA4, fp8/fp4) ๐Ÿค— Dense HF models + 15 MoE families (Qwen, GLM, Mistral, DeepSeek-V4โ€ฆ) ๐Ÿ› ๏ธ One halo command, prebuilt Docker images, and docs for humans and agents ๐Ÿ’ป https://github.com/whitecircle/halo Try it and tell us what you're training
liked a model 5 days ago
whitecircle/GLM-4.7-Flash-Coder
updated a dataset 2 months ago
whitecircle/math-reasoning-sft
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