🚀 𝗪𝗲'𝘃𝗲 𝗼𝗽𝗲𝗻-𝘀𝗼𝘂𝗿𝗰𝗲𝗱 𝘁𝗵𝗲 𝗳𝘂𝗹𝗹 𝘁𝗿𝗮𝗶𝗻𝗶𝗻𝗴 𝗰𝗼𝗱𝗲𝗯𝗮𝘀𝗲 𝗳𝗼𝗿 𝗦𝗲𝗻𝘀𝗲𝗡𝗼𝘃𝗮-𝗨𝟭 (8B dense + A3B MoE). ​

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One stack for 𝘁𝗿𝗮𝗶𝗻𝗶𝗻𝗴 𝗺𝘂𝗹𝘁𝗶𝗺𝗼𝗱𝗮𝗹 𝘁𝗮𝘀𝗸𝘀 across: text-to-image · editing · interleaved generation · text & vision understanding.​

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Built for practical large-scale training: ​

⚙ Hybrid WP/TP/PP + ISP parallelism​

🌊 Streaming, resumable, packed data pipeline ​

🎛 Env-var driven configs for easy experimentation ​

🧱 Decoupled backbone, data, and objective modules ​

📈 Scales from 1×8 GPUs to multi-node clusters ​

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Apache-2.0 👇 ​

github.com/OpenSenseNova/Sen…​

Discord: discord.gg/BuTXPHmQub​

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@GitHub