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  1. Upload Base/Datasets/rag_mcp_sft/sample_preview.json with huggingface_hub

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  1. SFT mega augment + move dataset to HF dataset repo⁠

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  2. Add SFT pipeline: 302K clean dataset + auto-download pretrained from HF⁠

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  1. LUNA 100M: cloud-ready training pipeline⁠

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