ISTA-DASLab/Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF Image-Text-to-Text ⢠117B ⢠Updated 1 day ago ⢠33.3k ⢠148
view post Post 4334 š Introducing Halo 1.0Today, we are open-sourcing Halo, the training framework we use to train every model at White Circle.It comes with: š§ Full post-training stack: SFT, DPO/KTO/SMPO, reward modeling, GRPO, distillationš¤ Async multi-turn RL with vLLM/SGLang rollouts and sandboxed tool useā” ~2.8Ć TRL throughput on 8Ć B300 (EP+FSDPv2, FA4, fp8/fp4)š¤ Dense HF models + 15 MoE families (Qwen, GLM, Mistral, DeepSeek-V4ā¦)š ļø One halo command, prebuilt Docker images, and docs for humans and agentsš» https://github.com/whitecircle/haloTry it and tell us what you're training See translation 1 reply Ā· š 9 9 ā¤ļø 4 4 + Reply
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